The Complete ChatGPT, Prompt Engineering Online Course
🚀 Elevate Your Career with AI: Learn ChatGPT and Machine Learning in Our Expert Online Course! 🤖💼
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Become a Prompt Engineer, ChatGPT PRO Bundle+ 🚀✨
🎯 Do you aspire to excel in the innovative field of AI communication, crafting compelling prompts for ChatGPT?
🚀 Learn to Create $100M Offers
- 💼 Develop market-winning strategies.
- 📈 Master AI-driven market analysis.
- 💡 Innovate with high-value proposition crafting.
💬 Write Persuasive Copy That Sells
- ✍️ Hone impactful copywriting skills.
- 🗣️ Engage audiences with compelling narratives.
- 📊 Transform words into conversion tools.
🌐 Learn High-Income Internet Skills
- 🤖 Master AI and ChatGPT technologies.
- 🌍 Navigate digital marketing trends.
- 💻 Acquire skills for a high-tech career path.
Embark on a journey with the ChatGPT PRO Bundle+, your ultimate resource packed with rich, immersive content to unlock your potential in AI-driven communication! 📚🌟
🚀 Dive into the world of Prompt Engineering and ChatGPT PRO
Explore the groundbreaking domain that is redefining human-AI interaction!
Envision a future where you're at the forefront of AI communication, collaborating with leading tech companies, and leveraging ChatGPT to its fullest potential! 💪📈 ChatGPT is not just a tool, it's a revolution in AI communication!
With the ChatGPT PRO Bundle+, embark on a path to master the art of prompt engineering, using the sophisticated nuances of ChatGPT to craft responses that inspire, inform, and engage. 💻
🧠 Fall in love with AI communication
Transform your curiosity into professional mastery by designing intricate and effective prompts! 📊💡 Elevate your skillset with this comprehensive course - your gateway to a distinguished career in AI! 🎟️
🌟 Create interactive, intelligent, and intuitive AI experiences.
Equip yourself with the knowledge and skills to excel in prompt engineering, positioning yourself at the forefront of the AI revolution. Don't just witness the future of AI communication—be a part of shaping it! 🌟🤖
Here’s a peek into what you’ll accomplish:
Bundle Breakdown: 👇
✅ Level 1: Prompt Engineering for Everyone
Prompt engineering essentials
- Craft your first AI prompts with PromptCraft 🧩
- Streamline business operations with ChatGPT engineering 🚀
- Revolutionize marketing with ChatGPT automation 📈
- Research, copywriting, and career prep via ChatGPT ✍️
- Code more, code better: ChatGPT in programming 💻
Ollama Local Large Language Models
- Start using large language models on your computer
- Run Llama 2, Code Llama, and more
- Tailor and develop custom models
Stock market & investment insights
- Uncover stock trends with ChatGPT insights 🔍
- Stock analysis made simple with ChatGPT 📊
- Create your investment strategy using ChatGPT 💼
- Navigate stock risks and predictions with ChatGPT 🌐
- Trading strategies: Sentiment and fraud analysis via ChatGPT 📉
ChatGPT 4 for marketing
- Kickstart marketing with ChatGPT 4 🎯
- Social media and blog mastery using ChatGPT 4 📱
- Revamp emails, ads, and videos with ChatGPT 4 💌
- Optimize marketing funnels and customer analysis with ChatGPT 4 🔍
- Elevate web development and branding with ChatGPT 4 🌍
ChatGPT for corporate communication and analysis
- Executive communication powered by ChatGPT 💬
- Data analysis and task efficiency with ChatGPT 📊
- Top ChatGPT tips for effective results 🌟
Excel automation and business enhancements
- Transform Excel tasks with ChatGPT 💹
- Design an investment dashboard: ChatGPT meets Excel 📈
- Revolutionize sales processes in Excel with ChatGPT 🚀
- Automate business writing effortlessly with ChatGPT 📝
- Boost your social media business using ChatGPT 📲
Sales optimization with ChatGPT
- Sales excellence: Best practices with ChatGPT 🥇
- Refine outreach strategies using ChatGPT 📞
- Lead generation: A ChatGPT approach 🌱
- Enhance LinkedIn sales tactics with ChatGPT 💼
- Sales role-play enhanced by ChatGPT 🎭
- Track sales performance with KPIs in Excel & ChatGPT 📊
- Visualize sales data in Excel with a ChatGPT twist 📉
- Sales modeling innovations in Excel with ChatGPT 📈
- Forecast sales with machine learning in Excel and ChatGPT 🔮
✅ Level 2: Build Apps with ChatGPT
Python programming fundamentals
- Master Python basics for coding excellence 🐍
- Create cutting-edge AI apps with OpenAI Vision and Whisper 🤖
- Dive into OpenAI: GPT assistants, function calls, and JSON 🚀
- Develop AI-powered video analysis Python apps with OpenAI Vision 🎥
- Turn screenshots into code with an OpenAI Python app 📸
ChatGPT and Python for coders
- ChatGPT prompts and practices for Python developers 👨💻
- Develop Python projects powered by OpenAI 🛠️
- Create a custom UI ChatGPT clone with Python 🖥️
- Build a ChatGPT Chrome extension using Python 🌐
- Craft AI web apps combining ChatGPT and Python 💡
Power BI and Python automation
- Streamline Power BI DAX and M with ChatGPT 📊
- Enhance Python data visualization in Power BI using ChatGPT 🎨
- Automate Python machine learning workflows with ChatGPT 💾
- Simplify Excel data tasks with Python and ChatGPT 📈
- Visualize data distribution efficiently with ChatGPT and Python 📉
Building AI apps
- Develop AI apps and data science tools with OpenAI Python API 🧠
- Automate marketing and copywriting with ChatGPT Python API 📝
- Harness OpenAI machine learning with Python web scraping 🌍
- Create custom OpenAI ChatGPT apps with Python and embeddings 🌐
Use OpenAI API for Web Development
- Learn HTML and CSS fundamentals for web design 💻
- Explore web development with JavaScript and React 💼
- Design stylish websites using ChatGPT, React, JS, and CSS 🎨
- Build an eCommerce website with ChatGPT and React JS 🛒
- Develop a shopping cart for websites with ChatGPT and React JS 🛍️
- Web development insights with ChatGPT and React JS 💡
- Create a login page using ChatGPT and React JS 🔒
✅ Level 3: ChatGPT for Game Development
Introduction to Unity Game Development
- Begin your journey in Unity game development 🚀
ChatGPT for Unity Game Development
- Implement ChatGPT AI in Unity for innovative game experiences 🌌
Mastering AI-Driven Digital Art - Techniques in Unity Muse, Stable Diffusion, and CivitAI
- Generate textures with Unity Muse AI
- Generate sprites with Unity Muse AI
Image Generation with Stable Diffusion
- Your own free instance of Stable Diffusion (installing Python and Git)
- Learning to Prompt
- Customisations and CivitAI
- LoRA and Base Networks
Introduction to Unreal Game Development
- Dive into game development with Unreal Engine 🌐
Next-Gen Game Development
- Mastering Unreal Engine, GPT AI, Quixel Ecosystem, and Advanced Graphics with Lumen & Nanite
ChatGPT in Unreal Engine 5
- Integrate ChatGPT plugin in Unreal Engine 5 🛠️
- Create games in UE5 using ChatGPT guidance 👾
- Develop game systems in UE5 with ChatGPT insights 🕹️
- Design engaging quests in UE5 games with ChatGPT 🗺️
- Advance quest features in UE5 games using ChatGPT 🔮
- Craft NPC game conversations with ChatGPT in UE5 🗨️
Introduction to Godot Game Development
- Get started with Godot for game creation 🎲
ChatGPT for Godot Game Developers
- Enhance Godot game development with ChatGPT 🎮
✅ Level 4: Data Science and Machine Learning
Data Science with Python
- Explore data science using Python and NumPy 🔍
- Master data graphing with Python and Matplotlib 📊
- Kickstart data analysis with Pandas and Python for beginners 📈
Build Machine Learning Models
- Dive into a beginner's bootcamp for data science and machine learning 🚀
- Grasp the basics of machine learning fundamentals 🤖
- Advance in data engineering and machine learning masterclass 🎓
- Learn to build machine learning models step-by-step 🛠️
✅ Level 5: Build Your Own ChatGPT Clone
- Create a machine learning chatbot from scratch 🤖
- Develop an advanced chatbot using transformer neural networks 🧠
- And much more!
✅ Level 6: Create $100M Offers
- Hone your skills in developing strategies that dominate the market.
- Become proficient in analyzing markets using artificial intelligence.
- Learn the art of creating innovative and highly valuable propositions.
✅ Level 7: Persuasive Sales Communication
- Sharpen your ability to craft impactful and influential copy
- Captivate your audience with engaging and persuasive stories
- Turn your words into powerful tools for boosting conversions
✅ Level 8: High-Income Internet Skills
- Become proficient in AI and ChatGPT technologies
- Stay ahead with knowledge of the latest digital marketing trends
- Develop technical skills for a successful career in the high-tech industry
ALL SOURCE CODE INCLUDED.
This course is a gateway for everyone - coding beginners, tech entrepreneurs, career climbers, and AI fans alike! 🙌 Seize your chance to turn your dreams into reality! 🎓
Don't just be a user of technology, be its maker! Dive into this opportunity NOW! 🌊
🌟 Requirements:
- No previous experience needed - we'll teach you from scratch!
- Just have a computer (Mac or PC) and internet connection. 🖥️🌐
Enjoy crystal-clear, 1080p HD video lessons and immersive, hands-on projects.
What are you waiting for? Start your educational journey TODAY! 📚
Your Instructor
Team Mammoth
This bundle is a collaborative effort between multiple Mammoth Instructors.
Mammoth Interactive is a leading online course provider in everything from learning to code to becoming a YouTube star. Mammoth Interactive courses have been featured on Harvard’s edX, Business Insider and more.
Over 14 years, Mammoth Interactive has built a global student community with 6+ million courses sold. Mammoth Interactive has released over 1,000 courses and 5,000 hours of video content.
Founder and CEO John Bura has been programming since 1997 and teaching
since 2002. John has created top-selling applications for iOS, Xbox and
more. John also runs SaaS company Devonian Apps, building
efficiency-minded software for technology workers like you.
Course Curriculum
Welcome to Mammoth Interactive
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Build your first ChatGPT AI prompts with Prompt Engineering
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Start00.01 Introduction Of The Instructor (2:25)
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Start01.01 What Is Chatgpt (7:50)
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Start01.02 Intro To Prompt Engineering-Prompt Types (8:28)
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Start01.03 Intro To Prompt Engineering-Effective Prompts (8:41)
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Start01B.01 Project Preview (2:04)
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Start01B.02A Simplify Complex Information (8:38)
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Start01B.02B Simplify Complex Information-Other Strategies (8:41)
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StartSource Files
Automate business tasks with ChatGPT Prompt Engineering
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Start02 03 Proofread-Email And Business Proposals (8:39)
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Start02.03 Proofread-More Use Cases (8:24)
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Start02.04 Re-Organize Data-Benefits And First Sample Use Case (6:22)
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Start02.04 Re-Organize Data-Potential Use Cases Case (10:44)
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Start02.05 Work With Spreadsheets-Automating Data Entry (7:46)
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Start02.05 Work With Spreadsheets-Formulas And Other Use Cases (7:31)
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StartSource Files
ChatGPT for Marketing Automation
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Start03. Source Files
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Start03 01 Project Preview (1:23)
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Start03.02 Create Content (4:03)
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Start03.03 Social Media (4:26)
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Start03.04 Write Ad Copy (8:17)
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Start03.05 Write Email Marketing Campaigns (4:55)
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Start03.06 Write An Outreach Message (5:08)
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Start03.07 Copyrighting (4:29)
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Start03.08 Seo (5:09)
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Start03.09 Video Scripts (8:49)
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Start03.10 Generate Text In Your Writing Style (3:25)
ChatGPT Prompts for Research, Copywriting and Career Prep
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Start04 01 Project Preview (1:51)
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Start04.02 Research-Chatgpt Usecase And Benefits (7:05)
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Start04.02 Research-More Examples And Explanation (7:49)
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Start04.03 Write An Article-Add Role To Chatgpt (7:17)
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Start04.03 Write An Article-Generate High Quality Content (8:02)
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Start04.04 Check Plagiarism (10:56)
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Start04.05 Prepare For Job Opportunities-Cv And Cover Letter (8:28)
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Start04.05 Prepare For Job Opportunities-Interview Questions, Connection And Task Generator (8:36)
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Start04. Source Files
Automate Coding with ChatGPT Prompts
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Start05 01 Project Preview (2:33)
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Start05.02 Generate Code-Javascript And Python Code Snippets (9:26)
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Start05.02 Generate Code-Stylesheet, Html, C++ And Conversion (9:20)
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Start05.03 Build Algorithms-Algorithm To Pseudocode (4:03)
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Start05.03 Build Algorithms-Realworld Use Cases (8:11)
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Start05.04 Debug-Python Use Case (6:51)
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Start05.04 Debug-React, Api, Javascript, Html And Css (6:56)
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Start05.05 Write Code Documentation (9:51)
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Start05.06 Use Chatgpt As A Linux Terminal (8:32)
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Start05.07 Use Chatgpt As A Unix Terminal (9:08)
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Start05.08 Use Chatgpt As A Microsoft Dos Terminal (5:28)
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Start05.09 Use Chatgpt To Suggest Uxui Designs (8:10)
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Start05.10 Use Chatgpt To Suggest Cybersecurity Solutions (10:05)
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Start05. Source Files
Predict stock performance with ChatGPT
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Start01b Source Files
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Start01.01 Course Requirement_1 (3:20)
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Start02 01 Project Preview_1 (2:03)
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Start02 02A Analyze Financial Statements Of Stock (9:00)
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Start02 02B Financial Ratio And Trend Analysis (4:25)
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Start02 03 Balance Sheet, Income Statement And Cash Flow Statement (9:00)
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Start02 04 Loopholes And Weaknesses In Stock Financials (8:39)
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Start02 05 Analyze Historical Stock Performance (11:16)
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Start02 06 Predict Stock Performance (5:08)
Stock Analysis with ChatGPT
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Start02 08 Industry Analysis (7:48)
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Start02 07 Market Share_1 (5:31)
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Start02 09 Management Team Analysis (8:25)
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Start02 10 Analyze Stock Risks (6:56)
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Start02 11 Valuation (8:11)
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Start02 12 Explain Business Model Of A Company (6:24)
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Start02 13 Perform A Swot Analysis (8:16)
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Start02 14 Summarize A Company’S Earnings Report Calls (6:55)
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Start02 15 Evaluate A Company’S Esg Credentials (4:39)
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Start02 Source Files
Build an Investment Plan with ChatGPT
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Start03 01 Project Preview (0:48)
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Start03 02A Invest Short Term (6:22)
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Start03 02B Implementing Your Short-Term Investment Strategy (8:06)
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Start03 03A Invest Long Term (5:58)
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Start03 03B Analyzing The Results (7:27)
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Start03 04A Using Chatgpt To Assess Your Risk Tolerance (7:32)
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Start03 04B Customized Investment Recommendations Based On Individual Financial Goals And Risk Tolerance (5:26)
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Start03 04C Implementing Your Customized Investment Plan (8:47)
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StartSource Files
Stock Market Prediction and Risk Analysis with ChatGPT
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Start04 01 Project Preview (1:25)
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Start04.02A Recent Past Stock Market State (7:44)
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Start04.02B Analyzing Past Trends And Economic Events (9:24)
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Start04.03A Present Stock Market State (6:29)
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Start04.04A Future Stock Market State (8:12)
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Start04.04B Insights On Macroeconomic Factors (7:09)
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Start05 01 Project Preview_1 (2:22)
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Start05.02 Analyze Credit Scores (7:56)
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Start05.03 Assess Loan Applicant Risk (7:35)
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StartSource Files
Trading Strategies, Sentiment Analysis and Fraud Detection with ChatGPT
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Start06.02A Pick Stocks With Company Evaluation (6:00)
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Start06.03A Build A Trading Strategy (8:54)
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Start06.03B Test Trading Hypthothesis (8:29)
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Start07 01 Project Preview_1 (1:03)
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Start07.02 Chatgpt And Sentiment Analysis (8:52)
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Start07.03 Analyzing Sentiments On Social Media Posts- (8:45)
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Start08 01 Project Preview_1 (1:03)
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Start08.02A Fraud Detection With Chatgpt (7:37)
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Start08.02B Detecting Exploitation Prone Weaknesses (8:01)
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Start08.03A Red Flags And Anomaly Detection (6:07)
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Start08.03B Anomaly Detection Techniques (8:01)
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StartConclusion (2:20)
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StartSource File
Introduction to ChatGPT 4 Prompts for Marketing
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Start01 Setting Up Your Chatgpt Account - A Step-By-Step Guide (6:04)
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Start02 Tips For Getting The Best Responses From Chatgpt (9:55)
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Start03 Building A Marketing Campaign Content Calendar With Chatgpt (10:34)
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Start03b The Importance Of Identifying Your Target Audience_1 (3:08)
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Start03c Using Chatgpt For Target Audience Research And Assessment (11:54)
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StartSource Files
Build Social Media and Blog Posts with ChatGPT 4 Prompts
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Start02 Exploring Social Media Marketing And Automation (5:59)
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Start01 Project Preview (1:21)
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Start03 Generating Social Media Posts (10:38)
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Start04 Social Media Automation Tool - Socialbee - -Bonus- (6:40)
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Start05 Automating Social Media Post Scheduling - -Bonus- (8:26)
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Start06 Automating Social Media Reposting - -Bonus- (8:28)
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Start07 Configuring Your Social Media Automation Timetable – -Bonus- (4:00)
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Start08 Project Preview (1:11)
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Start09 Generate Optimized Keywords And Blog Headlines (7:39)
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Start10 Building An Seo-Enhanced Blog Post Quickly (10:07)
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StartSource Files
03 Build Emails, Ads and Videos with ChatGPT 4 Prompt Engineering
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Start01 Introduction To Email Marketing And Its Significance_1 (3:37)
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Start02 Building Effective Email Sequences (7:27)
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Start03 Crafting Sales Page Copy (8:05)
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Start04 Project Preview (1:07)
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Start05 Producing Facebook Ads (10:00)
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Start06 Generating Google Ads (9:44)
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Start07 Generate Ads For Instagram And Twitter (7:36)
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Start08 Project Preview (1:09)
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Start09 Generating Unlimited Video Concepts (10:33)
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Start10 Crafting A Full Youtube Video Script (10:00)
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Start11 Youtube Seo Strategies (8:54)
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StartSource Files
New section
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Start01 Project Preview (1:26)
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Start02 Guides To Building Effective Marketing Funnels (4:01)
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Start03 Defining Your Buyer Persona (9:38)
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Start04 Generating A Lead Magnet (8:57)
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Start05 Building Landing Page And Social Media Copy (9:02)
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Start06 Composing A Comprehensive Email Sequence For Your Funnel (4:49)
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Start07 Review Analysis And Optimization Of Products And Services (7:24)
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StartSource Files
05 Web Development, Branding and eCommerce with ChatGPT 4
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Start01 Project Preview (1:57)
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Start02 Homepage, About Us, And Contact Us Page Copy (10:14)
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Start03 Generate Meta Title And Descriptions (4:58)
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Start04 Website Development With Chatgpt Crash Course (25:32)
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Start05 Project Preview (1:10)
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Start06 Creating Product And Business Names (7:52)
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Start07 Developing Professional Taglines And Slogans For Your Brand (7:32)
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Start08 Writing Product Descriptions For Your Online Store (4:46)
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Start09 Building Faq’S For Services Or Products (4:54)
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Start10 Conclusion (2:08)
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StartBonus - Tips And Tricks (7:43)
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StartSource Files
ChatGPT for C-Level Communications
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Start01 Course Requirements (1:48)
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Start02 What Is Chatgpt And Its Role With C-Level Management (1:35)
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Start03 Overview Of Limitations And Capabilities (2:30)
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Start04 Project Preview (1:43)
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Start05 Drafting And Editing Business Content (13:36)
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Start06 Branstorming Content Ideas (12:08)
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Start07 Text Translation (13:39)
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StartSource files
ChatGPT for Data Analysis and Task Management
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Start01 Project Preview (1:20)
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Start02 Code Writing And Debugging (14:25)
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Start03 Data Analysis And Summarization From Lower-Level Management (12:17)
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Start04 Project Preview (1:49)
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Start05 Generating Work Schedules (17:13)
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Start06 Preparing For Interviews (17:34)
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Start07 Task Delegation With Chatgpt (17:13)
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StartSource file
ChatGPT Effective Tips and Tricks
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Start01 Project Preview (1:14)
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Start02 Writing Clear And Specific Prompts (6:47)
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Start03A Privacy Considerations (11:25)
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Start03B Things To Look At When Working With Chatgpt (9:50)
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Start04 How To Provide Feedback For Continuous Learning (8:54)
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StartConclusion (2:58)
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StartTips And Tricks (10:11)
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StartSource files
Automate Excel with ChatGPT
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Build Investment Dashboard with ChatGPT and Excel
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Sales Automation with ChatGPT and Excel
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Start01 Project Preview (2:10)
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Start02A Project Setup - Product Worksheet (11:59)
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Start02B Setup Sales And Summary Sheet (9:22)
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Start03A Build Advanced Chatgpt Excel Project (13:00)
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Start03B Automating Product Name And Price Data (13:11)
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Start03C Completing Sales Sheet Automation With Chatgpt (9:32)
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Start03D Building Sales Overview Dashboard (8:37)
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Start03E Refining The Pos System (11:14)
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Startsource files
Automate Business Writing with ChatGPT
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Start01 Project Preview (2:18)
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Start02 Meeting Agendas And Minutes (10:25)
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Start03 Write A Business Proposal (11:18)
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Start04 Build A Business Report (11:12)
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Start05 Build A Business Plan (10:35)
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Start06 Build A Business Performance Appraisal (10:39)
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Start07 Build A Business Presentation (12:40)
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Start08 Summarize Business Documents (11:44)
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Start09 Write Job Descriptions (8:33)
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Start10 Build White Papers (9:38)
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Start11 Build Employee Handbooks (8:44)
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Start12 Build Business Manuals (9:24)
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StartSource files
Automate Social Media Business with ChatGPT
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01 ChatGPT for Sales Best Practices
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Start01 01 Course Requirements_1 (1:38)
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Start01.02 Understanding Chatgpt (2:34)
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Start01.03 The Role Of Ai In Sales And Lead Generation (1:53)
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Start01.04. Overview Of How Chatgpt Can Improve Outreach Strategy (1:34)
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Start02 01 Project Preview (1:11)
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Start02.02 How To Make Specific Asks (16:07)
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Start02.03 Defining Terms For Chatgpt (3:15)
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Start02.04 Understanding And Setting The Right Tone For Your Messages (13:05)
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Start02.05 The Limitations Of Ai In Sales And Lead Generation (12:45)
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Start02.06 How To Utilize Chatgpt Effectively While Being Aware Of Its Limitations (16:09)
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Start02.07 The Importance Of Checking And Editing Ai Output (6:15)
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StartSource files
02 ChatGPT for Outreach Strategy
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Start03 01 Project Preview (1:18)
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Start03.02 Defining Your Audience For Effective Outreach (19:40)
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Start03.03 Using Chatgpt To Discover Audience Pain Points And How Your Product Solves Them (11:47)
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Start03.04 Identifying Common Objections And Questions With Chatgpt (18:56)
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Start03.05 Generating Cold Call Scripts, Elevator Pitches, And Battle Cards For Discovery Calls (15:16)
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StartSource files
ChatGPT for Lead Generation
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04 Improve LinkedIn Sales with ChatGPT
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Start05 01 Project Preview (0:59)
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Start05.02 Understanding The Importance Of Linkedin For B2b Sales3 (3:04)
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Start05.03A How To Use Chatgpt To Enhance Your Linkedin Sales Strategy (6:56)
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Start05.03B Chatgpt And Linkedin Usecases (13:17)
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Start05.03C Handling Lead Response With Chatgpt (6:48)
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Start05.04 Best Practices For Using Chatgpt With Linkedin Message Templates For Higher Conversions- (8:36)
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StartSource files
05 ChatGPT for Sales Role Play
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Start06 01 Project Preview_1 (1:33)
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Start06.02A Using Roleplay To Anticipate Pain Points And Objections (5:13)
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Start06.02B Conversational Role Play (15:14)
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Start06.03A Advance Techniques For Utilizing Chatgpt In Sales (9:55)
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Start06.03B Advance Tips For Brainstorming And Analyzing Pain Points (10:25)
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Start06.03C Secret Prompts For Better Response (18:16)
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Start07 01 Privacy Considerations (19:27)
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Start07.02 Feedbacks For Continuous Learning (5:21)
New section
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Start1 1 Course Requirement_1 (1:34)
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Start02.01.Project Preview (0:57)
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Start02.02. Sales Key Perfomance Indicators (Kpis) (10:16)
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Start02.03.Measuring Salesperson Performance Using Kpis (5:48)
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Start02.04.Marketing And Financial Kpis (6:49)
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Start02.05.Customer-Related Kpis (10:20)
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Start03.01.Project Preview (0:38)
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Start03.02.Case Study Involving Kpis (3:09)
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Start03.03. Joining Data Tables In Excel (7:28)
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Start03.04.Cleaning Data Using Filters In Excel (5:19)
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Start03.05.Determining Lead Conversion Time (7:18)
-
StartSource files
Sales Data Analysis and Visualization in Excel with ChatGPT
Available in
days
days
after you enroll
-
Start04.01. Project Preview_1 (1:19)
-
Start04.02. Aggregating Data By Regions, Categories, And Time Dimension (6:25)
-
Start04.03.Evaluating Salesperson Performance (13:59)
-
Start05.01. Project Preview (1:18)
-
Start05.02.Creating Charts To Visualize Sales Data (8:08)
-
Start05.03.Charting Region-Wise Percentage Contribution (6:22)
-
Start05.04.Charting Category-Wise Average Order Value (5:47)
-
Start05.05.Analyzing Lead Generation Trends (7:54)
-
Start05.06.Analyzing Salesperson Performance (6:26)
-
Start05.07.Building A Sales Dashboard (6:22)
-
Start05.08. Additional Charts For Sales Modeling (8:33)
-
StartSource files
Sales Modeling in Excel with ChatGPT
Available in
days
days
after you enroll
-
Start06.01.Project Preview_1 (1:33)
-
Start06.02.Building The Whale Model (6:47)
-
Start06.03.Lead Segmentation Using Decision Trees (6:53)
-
Start06.04.Excel Preparation For Analysis (6:52)
-
Start06.05.Case Study On Lead Segmentation (5:05)
-
Start06.06.Building A Model In Excel (9:38)
-
Start06.07.Interpreting Results From Tree Nodes (5:25)
-
Start06.08.Interpreting Results Based On Classification Criteria (5:23)
-
Start06.09.Drawing Inferences From Model Results (5:30)
-
Start06.10.Making Predictions Using The Trained Model (3:19)
-
Start06.11.Advanced Customization Options For Models (4:37)
-
Start07.01.Project Preview (1:05)
-
Start07.02.Market Basket Analysis For Cross-Selling Opportunities (6:27)
-
Start07.03.Predicting Values Using The Trained Model (11:01)
-
StartSource file
Sales Forecasting with Machine Learning in Excel with ChatGPT
Available in
days
days
after you enroll
-
Start08.01.Project Preview_1 (3:11)
-
Start08.02.Modeling Trends And Seasonality (10:03)
-
Start08.03.Additive And Multiplicative Time Series Models (9:30)
-
Start08.04.Linear Regression Model For Sales Forecasting (7:43)
-
Start08.05.Preprocessing Data For Regression (12:14)
-
Start08.06.Building A Linear Regression Model (8:27)
-
Start08.07.Predicting Values Using The Trained Model (8:26)
-
Start08.08.Using Xlstat For Forecasting (7:56)
-
Start09.01.Project Preview (1:52)
-
Start09.02.Building A Logistic Regression Model For Churn Prediction (12:17)
-
Start09.03.Predicting Churn Probability Using The Trained Model (11:05)
-
Start09.04.Evaluating Model Accuracy Using A Confusion Matrix (12:28)
-
StartSource file
LV 2 Build Apps with ChatGPT
Available in
days
days
after you enroll
Introduction to Python
Available in
days
days
after you enroll
-
Start01.01 What Is Google Colab (4:24)
-
Start01.02 What If I Get Errors (2:40)
-
Start01.03 How Do I Terminate A Session (2:40)
-
Start02. Variables (19:17)
-
Start03. Type Conversion Examples (10:04)
-
Start04. Operators (7:04)
-
Start05. Operators Examples (21:52)
-
Start06. Collections (8:23)
-
Start07. Lists (11:38)
-
Start08. Multidimensional List Examples (8:05)
-
Start09. Tuples Examples (8:34)
-
Start10. Dictionaries Examples (14:24)
-
Start11. Ranges Examples (8:30)
-
Start12. Conditionals (6:41)
-
Start13. If Statement Examples (10:16)
-
Start14. If Statement Variants Examples (11:18)
-
Start15. Loops (7:00)
-
Start16. While Loops Examples (11:30)
-
Start17. For Loops Examples (11:18)
-
Start18. Functions (7:47)
-
Start19. Functions Examples (9:16)
-
Start20. Parameters And Return Values Examples (13:46)
-
Start21. Classes And Objects (11:13)
-
Start22. Classes Example (13:11)
-
Start23. Objects Examples (9:54)
-
Start24. Inheritance Examples (17:26)
-
Start25. Static Members Example (11:03)
-
Start26. Summary And Outro (4:06)
-
StartSource code
01 Build AI Applications with OpenAI Vision and Whisper
Available in
days
days
after you enroll
Build image classification app with OpenAI Vision
Available in
days
days
after you enroll
Generate Subtitles with OpenAI
Available in
days
days
after you enroll
Master OpenAI with GPT Assistants, Function Calling and JSON Mode
Available in
days
days
after you enroll
Build GPT Assistant with OpenAI API
Available in
days
days
after you enroll
Build GPT Assistant to Answer Questions about File
Available in
days
days
after you enroll
Generate data with OpenAI JSON mode
Available in
days
days
after you enroll
Call function upon user query with OpenAI
Available in
days
days
after you enroll
Extracting information from input in structured manner
Available in
days
days
after you enroll
Build Youtube video summarizer app
Available in
days
days
after you enroll
Video analysis with OpenAI's Vision Model
Available in
days
days
after you enroll
-
Start00 Project Preview - Ai Video Voiceover Generator App (2:25)
-
Start01 Encode Video For Openai Api (8:14)
-
Start02 Describe Video With Openai Api (5:02)
-
Start03 Generate Video Voiceover Script With Openai (5:21)
-
Start04 Generate Mp3 Audio From Script With Openai Speech (6:31)
-
Start05 Combine Video And Audio With Python (6:03)
-
Start06 Build User Interface For Ai Video Narration App (6:25)
-
Start07 Generate Voiceover Upon Video Submission (8:48)
-
StartResources
04 Build a Screenshot to Code OpenAI Python App
Available in
days
days
after you enroll
09 Improve web clone results with prompt engineering
Available in
days
days
after you enroll
10 Generate replacement images with DALL-E
Available in
days
days
after you enroll
11 Replace placeholders in webpage with generated images
Available in
days
days
after you enroll
Run and Customize Ollama Local Large Language Models
Available in
days
days
after you enroll
Customize Ollama Models
Available in
days
days
after you enroll
-
Start02 Customize Sentiment Analyzer With Template (4:31)
-
Start01 Build More Creative Ollama Llm With Higher Temperature (4:07)
-
Start03 Customize Model With Reusable System Prompt (3:26)
-
Start04 Customize Model With Template (5:37)
-
Start05 List And Delete Custom Ollama Models (1:10)
-
StartResources
Customize Ollama Model for Sentiment Analysis
Available in
days
days
after you enroll
Automate Coding with ChatGPT Prompts
Available in
days
days
after you enroll
-
Start01 Project Preview (2:33)
-
Start02 Generate Code-Javascript And Python Code Snippets (9:26)
-
Start02B Generate Code-Stylesheet, Html, C++ And Conversion (9:20)
-
Start03 Build Algorithms-Algorithm To Pseudocode (4:03)
-
Start03B Build Algorithms-Realworld Use Cases (8:11)
-
Start04 Debug-React, API, Javascript, HTML And CSS (6:56)
-
Start04B Debug-Python Use Case (6:51)
-
Start05 Write Code Documentation (9:51)
-
Start06 Use Chatgpt As A Linux Terminal (8:32)
-
Start07 Use Chatgpt As A Unix Terminal (9:08)
-
Start08 Use Chatgpt As A Microsoft Dos Terminal (5:28)
-
Start09 Use Chatgpt To Suggest Uxui Designs (8:10)
-
Start10 Use Chatgpt To Suggest Cybersecurity Solutions (10:05)
-
StartSource Files
ChatGPT Prompts and Best Practices for Python Coders
Available in
days
days
after you enroll
-
Start1 Introduction & Role Of Prompts In Chatgpt Conversations (8:14)
-
Start2. Benefits Of Clear Prompts (4:23)
-
Start3. Examples Of Good And Bad Prompts (11:18)
-
Start4. The 4-Step Approach To Write The Best Prompts Part 1 (6:57)
-
Start5. The 4-Step Approach To Write The Best Prompts Part 2 (5:37)
-
Start6. Example Python Prompts (14:40)
-
Start07. Unit Testing Any Python App (20:28)
-
StartSource Code
02 Build Python Projects with OpenAI
Available in
days
days
after you enroll
-
Start1 Initial installation and configuration (7:02)
-
Start00 Requirements
-
Start2. Benefits of clear prompts (7:02)
-
Start2B. Making A Simple Chat Bot App (12:36)
-
Start3. Image Generation Using Python And Chatgpt (11:35)
-
Start4.1. Transcribing Speech To Text (8:46)
-
Start4.2. Translating Speech To English (6:42)
-
StartSource Code
03 Build a ChatGPT Clone with Python Custom UI
Available in
days
days
after you enroll
04 Build a ChatGPT Chrome Extension with Python
Available in
days
days
after you enroll
05 Build AI Web Apps with ChatGPT and Python
Available in
days
days
after you enroll
Automate Power BI DAX and M with ChatGPT
Available in
days
days
after you enroll
Generate queries to analyze employee performance
Available in
days
days
after you enroll
-
Start02 Categorize Performance With Power Query (5:49)
-
Start01 Filter By Performance Rating With Power Query_1 (7:12)
-
Start03 Compare Employee Performance With Location And Education (14:57)
-
Start04 Find Top Performing Employees With Power Query (10:26)
-
Start05 Calculate Performance For Age Groups (5:35)
-
StartSource
Generate DAX queries with ChatGPT for Power BI
Available in
days
days
after you enroll
Build DAX queries to generate tables with ChatGPT
Available in
days
days
after you enroll
Build visualizations in Power BI with ChatGPT
Available in
days
days
after you enroll
Automate Python Data Visualization in Power BI with ChatGPT
Available in
days
days
after you enroll
Visualize data with Python in Power BI
Available in
days
days
after you enroll
Visualize data across categories with ChatGPT
Available in
days
days
after you enroll
Automate Python Machine Learning with ChatGPT
Available in
days
days
after you enroll
-
StartPython Machine Learning Preview (36:01)
-
Start00 Project Preview - Python Machine Learning With Chatgpt (2:03)
-
Start01 What Kinds Of Machine Learning Can I Do On This Data (2:16)
-
Start02 Build A Linear Regression Model For Credit Card Dataset (8:35)
-
Start02B Visualize Linear Regression Training With Gif (10:43)
-
Start03 Logistic Regression With Confusion Matrix And Scatter Plot (14:26)
-
StartSource
Build tree machine learning models with ChatGPT
Available in
days
days
after you enroll
Build advanced models with ChatGPT and Python
Available in
days
days
after you enroll
Automate Excel Data Manipulation with Python and ChatGPT
Available in
days
days
after you enroll
-
Start01 Algorithms To Handle Missing Data (5:13)
-
Start02 Generate Excel Data With Missing Data In Python And Chatgpt (3:22)
-
Start03 Fill In Missing Excel Data With Python Imputation And Chatgpt (3:51)
-
Start04 Delete Missing Excel Data With Python And Chatgpt (5:03)
-
Start05 Fill In Missing Data With Knn Imputation (5:24)
-
StartSource
Categorical data manipulation with Python and ChatGPT
Available in
days
days
after you enroll
Statistics for data science with Python and ChatGPT
Available in
days
days
after you enroll
How to measure data
Available in
days
days
after you enroll
-
Start02 Measures Of Variability In Data (4:09)
-
Start01 Measures Of Central Tendency In Data (5:00)
-
Start03 What Is Skewness In Data Science (3:38)
-
Start04 Generate Skewed Datasets With Chatgpt (7:44)
-
Start05 What Are Covariance And Correlation Data Measurements (2:37)
-
Start06 Measure Covariance And Correlation Of Dataset With Chatgpt (6:50)
-
StartSource
Automate Data Distribution Visualization with ChatGPT and Python
Available in
days
days
after you enroll
Normal Probability Distribution with Python and ChatGPT
Available in
days
days
after you enroll
Binomial Probability Distribution with Python and ChatGPT
Available in
days
days
after you enroll
Poisson Probability Distribution with Python and ChatGPT
Available in
days
days
after you enroll
Uniform Probability Distribution with Python and ChatGPT
Available in
days
days
after you enroll
Bernoulli Probability Distribution with Python and ChatGPT
Available in
days
days
after you enroll
Build coding and data science AI apps with OpenAI Python API
Available in
days
days
after you enroll
-
Start01 Openai Api Models To Work With (2:53)
-
Start02 How Openai Api Works (2:09)
-
Start03 Adjust Openai Api Model Parameters (7:58)
-
Start04 Use Openai Api To Answer Questions Like Chatgtp (10:19)
-
Start05 Correct Grammar With Openai Api (3:30)
-
Start06 Summarize And Simplify Text With Openai Api (4:03)
-
Start07 Translate Text With Openai Api (3:04)
-
Start08 Generate Code With Openai Api (7:11)
-
Start09 Explain Code With Openai Api (5:24)
-
Start10 Calculate Time Complexity With Openai Api (3:40)
-
Start11 Translate Programming Languages With OpenAI API (4:24)
-
Start12 Fix Bugs In Code With Openai Api (3:19)
-
Start13 Generate Sql Queries With Openai Py (5:15)
-
Start14 Build Structured Table Data From Long Form Text (4:29)
-
Start15 Classify Items Into Categories With Openai Api (4:50)
-
Start16 Generate Spreadsheets And Lists With Chatgpt Openai Api (5:46)
-
StartSource files
Automate marketing and copywriting with ChatGPT API Python
Available in
days
days
after you enroll
-
Start01 Convert Notes To Summary With Openai Api (5:40)
-
Start02 Add Emotional Sentiment To Text With Openai Models (9:40)
-
Start03 Generate Questions On A Topic With Gpt Turbo (9:26)
-
Start04 Generate Text Conversation With Chatgpt Api (5:19)
-
Start05 Classify Text Emotion Sentiment With Chatgpt Models (5:09)
-
Start06 Extract Keywords From Text With Chatgpt Api (4:31)
-
Start07 Convert Product Description To Ad With Chatgpt Python (3:57)
-
Start08 Generate Product Names With Chatgpt In Python (4:04)
-
Start09 Extract Information From Text With Chatgpt Api (2:57)
-
StartSource files
Customize OpenAI machine learning with Python web scraping data
Available in
days
days
after you enroll
-
Start02 Scrape Hyperlinks From Url Webpage With Python (4:09)
-
Start01 Build Html Parser With Python (4:31)
-
Start03 Filter Out Urls Not Part Of Domain (7:03)
-
Start04 Save Web Content To Files With Python (10:07)
-
Start05 Convert Text To Csv With Python (6:36)
-
Start06 Remove Whitespace And Lines From Text With Python (4:58)
-
Start07 Tokenize Text With Python For Machine Learning Models (2:50)
-
Start08 Split Long Lines With Python (4:11)
-
Start09 Split Pandas Dataframe Into Sections With Python (7:19)
-
Start10 Embed Text For Machine Learning With Openai Api (8:05)
-
Start11 Embed Question With Python (5:48)
-
Start12 Answer Questions About Your Data With Customized Openai Model (10:36)
-
StartSource files
01 Build and Style a Website with ChatGPT, React, JS and CSS
Available in
days
days
after you enroll
02 Build eCommerce Website with ChatGPT and React JS
Available in
days
days
after you enroll
03 Build Website Shopping Cart with ChatGPT and React JS
Available in
days
days
after you enroll
04 Web Development with ChatGPT and React JS
Available in
days
days
after you enroll
05 Build Login Page with ChatGPT and React JS
Available in
days
days
after you enroll
LV 3 ChatGPT for Game Development
Available in
days
days
after you enroll
Introduction to Godot Game Development
Available in
days
days
after you enroll
Build a New Godot Project
Available in
days
days
after you enroll
Navigate the Godot Editor
Available in
days
days
after you enroll
How to build a game in Godot
Available in
days
days
after you enroll
Build a 2D game with Godot
Available in
days
days
after you enroll
06a Enable player input controls
Available in
days
days
after you enroll
06b Build your first visual script
Available in
days
days
after you enroll
06c Code player movement with visual scripting
Available in
days
days
after you enroll
07a Build collectible item
Available in
days
days
after you enroll
07b Build randomly spawning collectible items
Available in
days
days
after you enroll
08 Handle collisions with Godot visual scripting
Available in
days
days
after you enroll
09 Build random enemy obstacles
Available in
days
days
after you enroll
10 Build game over screen
Available in
days
days
after you enroll
11 Set node colors randomly
Available in
days
days
after you enroll
-
Start01 Build Colors Array (4:14)
-
Start00 What Are Arrays (1:57)
-
Start01 Where To Go From Here (3:44)
-
Start02 Set Texture Of Player With Visual Scripting (5:59)
-
Start03 Randomly Select Element From Array (5:19)
-
Start04 Randomize Colors Of Food (4:36)
-
Start05 Pop And Append Textures To Array (2:16)
-
Start06 Check Texture Equality Of Nodes (9:17)
-
StartSource files
ChatGPT for Godot Game Developers
Available in
days
days
after you enroll
01 Build AI Chat in Godot 4 with ChatGPT
Available in
days
days
after you enroll
02 ChatGPT Prompt Engineering for Godot Developers
Available in
days
days
after you enroll
03 Generate content with ChatGPT for Godot game developers
Available in
days
days
after you enroll
Introduction to Unity Game Development
Available in
days
days
after you enroll
-
Start01-00 Install Unity And A Code Editor (4:06)
-
Start01-01 Build A New Unity Project (2:24)
-
Start02-01 Use The Hierarchy And Scene (5:38)
-
Start02-02 Use The Inspector (4:02)
-
Start02-03 Use The Assets And Console (1:58)
-
Start02-04 How To Debug (5:54)
-
Start03-01 Build A Cube (3:52)
-
Start03-02 Build Materials And Color (4:15)
-
Start03-03 Build A Semi-Transparent Object (3:33)
-
Start03-04 Build A Plane (5:02)
-
Start03-05 Build Game Lighting (6:22)
-
Start04-01 Build Particle Systems And Effects (8:08)
-
Start04-02 Apply Physics To Your World (4:58)
-
Start05-01 Build A C- Script (5:27)
-
Start05-02 Build Variables To Store Data (7:50)
-
Start05-03 Build Methods To Perform Tasks (9:28)
-
Start05-04 Build A Custom Method (8:26)
-
Start05-05 Build If Statements To Make Conditions (6:36)
-
Start05-06 Build Else Statements To Handle Conditions (5:13)
-
Start05-07 Build Loops To Repeat Actions (11:07)
-
Start05-08 Spawn Objects At Random Locations (5:19)
-
Start05-09 Build A While Loop (6:26)
-
StartSource files
Build ChatGPT AI in Unity
Available in
days
days
after you enroll
-
Start01 Introduction - Url Endpoints And Secret Tokens (11:18)
-
Start02 Request Arguments And Json Serialization (6:56)
-
Start03 Unitywebrequest, Upload And Download Handlers (8:36)
-
Start04 Receiving A First Answer From The Gpt (6:56)
-
Start05 Ui Controls For Chat (8:46)
-
Start06 Continuing To Build The Chat History (10:22)
-
Start07 Refactoring, Scrollable Chat And Conclusion (15:06)
-
StartSource Files
Mastering AI-Driven Digital Art - Techniques in Unity Muse, Stable Diffusion, and CivitAI
Available in
days
days
after you enroll
-
Start00 - Course Overview (Ai Art In Unity And Games Dev) (1:08)
-
Start01 - Unity Muse Ai (Textures) (11:50)
-
Start02 - Unity Muse Ai (Sprites) (12:35)
-
Start03 - Your Own Free Instance Of Stable Diffusion (Installing Python And Git) (12:25)
-
Start04 - Stable Diffusion (Completing The Installation) (12:34)
-
Start05 - Stable Diffusion (Learning To Prompt) (13:42)
-
Start06 - Stable Diffusion Customisations And Civitai (9:59)
-
Start07 - Stable Diffusion Lora And Base Networks (8:32)
-
StartSource Files
Introduction to Unreal Game Development
Available in
days
days
after you enroll
Build a New Unreal Project
Available in
days
days
after you enroll
Navigate the Unreal Editor
Available in
days
days
after you enroll
-
Start01 Navigate The Menu Bar (10:00)
-
Start00 What Are Unreal Actors And Levels (2:14)
-
Start02 Navigate The Main Toolbar (6:29)
-
Start03 Navigate The Level Viewport (12:59)
-
Start04 Navigate The Content Drawer (4:19)
-
Start05 Navigate The Bottom Toolbar (3:09)
-
Start06 Navigate The Outliner And Details Panels (9:37)
-
StartSource Files - What are Unreal Actors and Levels
Build a Blueprint Class for Reusable Game Object
Available in
days
days
after you enroll
Learn to Code with Blueprint Visual Scripting
Available in
days
days
after you enroll
-
Start01 How To Code With Blueprint Visual Scripting (8:43)
-
Start02 What Is An Unreal Event (4:24)
-
Start03 What Is An Unreal Function (10:01)
-
Start04 What Is An Unreal Branch Conditional (4:53)
-
Start05 What Is A Variable In Unreal Blueprints (3:46)
-
Start06 Unreal Data Types (7:35)
-
Start07 What Is An Unreal Cast (4:02)
-
Start08 What Are Unreal Blueprint Arrays (4:39)
-
Start09 How Collisions Work In Unreal (7:44)
-
StartSource Files
Destroy Actor Upon Player Collision
Available in
days
days
after you enroll
Build Explosion Upon Collision
Available in
days
days
after you enroll
06 Build a Variable in Game Mode to Track Score
Available in
days
days
after you enroll
-
Start00B What Is A Variable In Unreal Blueprints (3:46)
-
Start00 Preview Of Player Score (0:37)
-
Start01 Build A Variable In Game Mode To Track Score (7:09)
-
Start02 Set Score Variable Upon Collision (6:12)
-
Start02B What Are Unreal Blueprint Arrays (4:39)
-
Start03 Build Variable And Function To Count Actors Remaining (12:02)
-
StartSource files
Use ChatGPT Plugin in Unreal Engine 5
Available in
days
days
after you enroll
-
Start01 GPT Plugin (3:26)
-
Start02 Plugin Settings (4:24)
-
Start03 API Keys (4:58)
-
Start04 Prompts (3:37)
-
Start05 Prompt Focus (7:46)
-
Start06 Placing Objects In The Level (4:38)
-
Start07 Object Properties (4:51)
-
Start08 Populating Level (2:27)
-
Start09 Adding Lighting (4:58)
-
Start10 Post Processing Volume (5:10)
-
Start11 Sky Box Editing (5:07)
-
Start12 Lumen (6:14)
-
StartSource Files
02 Build a Game in UE5 with ChatGPT
Available in
days
days
after you enroll
-
Start02 Explaining Multiple Game Modes (0:44)
-
Start01 Game Mode (6:43)
-
Start03 Game Modes (4:33)
-
Start04 Game Mode & Game Instance (4:33)
-
Start05 Sprinting System (12:03)
-
Start06 Health System (5:38)
-
Start07 Damage Causer (5:38)
-
Start08 Health Widget (12:07)
-
Start09 Death System (4:09)
-
StartSource Files
03 Build Game Systems in UE5 with ChatGPT
Available in
days
days
after you enroll
-
Start02 Death (3:41)
-
Start01 Death System (11:43)
-
Start03 Death & Respawning (3:06)
-
Start04 Death & Respawning (12:59)
-
Start05 Respawning System (4:39)
-
Start06 Respawn Location (4:03)
-
Start07 Health Pickups (8:22)
-
Start08 Health Pickups (3:56)
-
Start09 Health Pickups Optimization (3:56)
-
StartSource Files
04 Build a Quest in UE5 Game with ChatGPT
Available in
days
days
after you enroll
-
Start01 Quest Ideas GPT (7:45)
-
Start02 Adding Quest Assets (3:14)
-
Start03 Manor Level (2:27)
-
Start04 Manor Doors (4:12)
-
Start05 Forest Level Modification (4:31)
-
Start06 Forest Level Modification (3:09)
-
Start07 Forest Sound & Navmesh (5:13)
-
Start08 Manor Sound & Navmesh (1:09)
-
Start09 Quest Character (5:29)
-
StartSource Files
05 Build Advanced Quest Game Features in UE5 with ChatGPT
Available in
days
days
after you enroll
-
Start01 Quest Widget (10:37)
-
Start02 Quest Variable (8:42)
-
Start03 Quest Variable (4:00)
-
Start04 Quest Loader Overview (2:00)
-
Start05 Level Loader BP (4:06)
-
Start06 Game Instance GPT (2:39)
-
Start07 Game Instance Implementation (6:28)
-
Start08 Game Instance Saving Variables (3:13)
-
Start09 Game Instance System (2:48)
-
Start10_Sounds_Music (3:45)
-
Start11 Footstep Sounds (10:46)
-
Start12 Footstep Sounds House Level (0:40)
-
Start13 Main Menu Widget & Level (8:23)
-
Start14 Begin Game (2:18)
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Start15 Level Camera Fade System (13:27)
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Start16 Forest Level (2:31)
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Start17 Hint Widget (4:46)
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Start18 Full Gameplay (3:18)
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StartSource Files
Build NPC Game Conversations with ChatGPT in UE5
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LV 4 Data Science and Machine Learning
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Start00. Course Intro (6:05)
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Start01. Quick Intro To Machine Learning (9:01)
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Start02. Deep Dive Into Machine Learning (6:01)
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Start03. Problems Solved With Machine Learning Part 1 (13:26)
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Start04. Problems Solved With Machine Learning Part 2 (16:25)
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Start05. Types Of Machine Learning (10:15)
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Start06. How Machine Learning Works (11:40)
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Start07. Common Machine Learning Structures (13:51)
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Start08. Steps To Build A Machine Learning Program (16:34)
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Start09. Summary And Outro (2:49)
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StartIntro to Machine Learning Slides
Introduction to Tensorflow
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Start00. Course Intro (6:10)
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Start01. Intro To Tensorflow (5:33)
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Start02. Installing Tensorflow (3:52)
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Start03. Intro To Linear Regression (9:26)
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Start04. Linear Regression Model - Creating Dataset (5:49)
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Start05. Linear Regression Model - Building The Model (7:22)
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Start06. Linear Regression Model - Creating A Loss Function (5:57)
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Start07. Linear Regression Model - Training The Model (12:43)
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Start08. Linear Regression Model - Testing The Model (5:22)
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Start09. Summary And Outro (2:55)
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StartIntro to Tensorflow - Source Files
Numpy
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Start00. Course Intro (5:11)
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Start01. Intro To Numpy (6:21)
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Start02. Installing Numpy (3:59)
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Start03. Creating Numpy Arrays (16:55)
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Start04. Creating Numpy Matrices (11:57)
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Start05. Getting And Setting Numpy Elements (16:59)
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Start06. Arithmetic Operations On Numpy Arrays (11:56)
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Start07. Numpy Functions Part 1 (19:13)
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Start08. Numpy Functions Part 2 (12:36)
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Start09. Summary And Outro (3:01)
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StartSource Files
Review Sentiment Analysis
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Start01. How Machines Interpret Text (15:23)
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Start00. Course Intro (6:19)
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Start02. Building The Model Part 1 - Examining Dataset (12:27)
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Start03. Building The Model Part 2 - Formatting Dataset (15:14)
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Start04. Building The Model Part 3 - Building The Model (10:30)
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Start05. Building The Model Part 4 - Training The Model (5:42)
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Start06. Building The Model Part 5 - Testing The Model.Mp4 (9:26)
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Start07. Course Summary And Outro (3:29)
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StartSource Files
Learn to Graph Data with Python and Matplotlib
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Start00. Course Intro (5:30)
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Start01. Intro to Pyplot (5:11)
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Start02. Installing Matplotlib (5:51)
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Start03. Basic Line Plot (7:53)
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Start04. Customizing Graphs (10:47)
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Start05. Plotting Multiple Datasets (8:10)
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Start06. Bar Chart (6:26)
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Start07. Pie Chart (9:13)
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Start08. Histogram (10:14)
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Start09. 3D Plotting (6:28)
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Start10. Course Outro (4:09)
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StartPyplot Code
Complete Beginners Data Analysis with Pandas and Python
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Start01. Intro To Pandas (7:55)
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Start00. Panda Course Introduction (5:43)
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Start02. Installing Pandas (5:28)
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Start03. Creating Pandas Series (20:34)
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Start04. Date Ranges (11:29)
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Start05. Getting Elements From Series (19:21)
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Start06. Getting Properties Of Series (13:04)
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Start07. Modifying Series (19:02)
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Start08. Operations On Series (11:48)
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Start09. Creating Pandas Dataframes (22:57)
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Start10. Getting Elements From Dataframes (25:12)
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Start11. Getting Properties From Dataframes (17:44)
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Start12. Dataframe Modification (36:24)
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Start13. Dataframe Operations (20:09)
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Start14 Dataframe Comparisons And Iteration (15:35)
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Start15. Reading Csvs (12:00)
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Start16. Summary And Outro (4:14)
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StartSource Files
Beginner Data Science and Machine Learning Bootcamp
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Start01. How Machines Interpret Text (15:23)
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Start00. Course Intro (6:19)
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Start02. Building The Model Part 1 - Examining Dataset (12:27)
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Start03. Building The Model Part 2 - Formatting Dataset (15:14)
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Start04. Building The Model Part 3 - Building The Model (10:30)
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Start05. Building The Model Part 4 - Training The Model (5:42)
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Start06. Building The Model Part 5 - Testing The Model.Mp4 (9:26)
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Start07. Course Summary And Outro (3:29)
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StartSource Files
Machine Learning Fundamentals
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Start01 Probability And Information Theory Overview (5:15)
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Start00 Course Overview (13:46)
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Start02 Combinatorics For Probability (8:44)
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Start03 Law Of Large Numbers (10:38)
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Start04 Calculate Center Of Distribution (7:40)
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Start05 Uniform Distribution (5:25)
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Start06 Gaussian Distribution (3:45)
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Start07 Log-Normal Distribution (3:28)
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Start08 Exponential Distribution (3:04)
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Start09 Laplace Distribution (1:54)
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Start10 Binomial Distribution (9:05)
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Start11 Multinomial Distribution (3:59)
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Start12 Poisson Distribution (4:21)
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Start13 Calculate Error Of Machine Learning Model (8:44)
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StartSource Files
Data Engineering and Machine Learning Masterclass
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Start01 Course Overview (3:26)
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Start02 Load And Clean A Public Dataset (8:55)
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Start03 What Is One-Hot Encoding (10:02)
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Start04 Build X And Y Data With One Hot Encoding (4:57)
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Start05 Logistic Regression With One Hot Encoding (2:20)
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Start06 Scale And Encode Data With Scikit-Learn (3:47)
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Start07 What Is Scaling Data (6:36)
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Start08 Build, Train And Test A Machine Learning Model (4:37)
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Start09 Compare Decision Tree And Linear Regression Models (6:26)
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Start10 What Is The Kbins Discretizer (4:54)
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Start11 Bin Data With Kbins Discretizer (3:42)
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Start12 Compare Binned Regression Models (3:39)
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Start13 Build A Linear Regression Model On Stacked Data (3:20)
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Start14 What Is K Means Clustering (11:58)
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Start15 Build Univariate Nonlinear Transformatio (1:55)
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Start16 What Is Gaussian Probability Distribution (2:31)
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Start17 What Is Poisson Distribution (1:08)
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Start18 Build X Y Data With Poisson Distribution In Numpy (3:34)
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Start19 What Is Logarithmic Data Transformation (2:34)
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Start20 Build A Ridge Regression Model (3:41)
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StartSource Files
Build Machine Learning Models - Intro to Tensofrlow 2.0
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Start01 Course Overview (3:30)
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Start02 Build Models On The Web (5:06)
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Start03 What Are Search Algorithms (7:21)
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Start04 Depth First Search (9:00)
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Start05 Build A Depth First Search Algorithm (8:26)
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Start06 What Is Breadth First Search (bfs) (5:08)
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Start07 Build A Breadth First Search Algorithm (6:56)
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Start08 Depth Limited Search (3:58)
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Start09 Iterative Deepening Depth First Search (5:32)
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Start10 What Is Uniform Cost Search (6:04)
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Start11 Build A Uniform Cost Search Algorithm (8:07)
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Start12 Bidirectional Search (4:44)
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Start13 What Are Informed Search Algorithms (4:07)
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Start14 What Is Greedy Best-first Search (8:16)
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Start15 Build A Greedy Best First Search Algorithm (10:43)
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Start16 What Is A Search (5:10)
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Start17 How Does A Machine Learning Agent Learn (7:37)
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Start18 What Is Inductive Learning (4:10)
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Start19 Make Decisions With Decision Trees (10:50)
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Start20 Performance Of A Machine Learning Algorithm (4:13)
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Start21 Handle Noise In Data (5:20)
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Start22 Statistical Learning (3:56)
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StartSource Files
Build Machine Learning Models -Classificatins and Regressions
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Start01 What Is Logistic Regression (4:26)
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Start02 Prepare Data For Logistic Regression (12:19)
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Start03 How To Prepare Data (8:52)
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Start04 Build A Logistic Regression Model (5:29)
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Start05 How To Build A Logistic Regression Model (3:28)
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Start06 What Is Optimization (12:10)
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Start07 Optimize The Logistic Regression Model (12:44)
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Start08 How To Optimize A Logistic Regression Model (12:45)
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Start09 Train The Model (10:09)
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Start10 Test The Model (2:33)
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Start11 Visualize Results (5:38)
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Start12 What Is Gradient Boosting (1:54)
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Start13 Prepare Data For Gradient Boosted Classification (7:19)
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Start14 Build Binary Classes (6:12)
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Start15 How To Shape Data For Classification (2:58)
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Start16 Shape Data For Classification (7:06)
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Start17 How To Build A Boosted Trees Classifier (4:03)
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Start18 Build A Boosted Trees Classifier (4:37)
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Start19 Build Input Functions (3:55)
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Start20 Build A Boosted Trees Regressor (3:02)
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Start21 Train And Evaluate The Model (4:07)
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StartSource Files
LV 5 Build Your Own ChatGPT Clone
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Start01 Build Patterns And Responses Training Data (6:34)
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Start02 Tokenize Chat Data For Training (4:30)
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Start03 Clean Chat Data For Machine Learning (3:04)
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Start04 Build Bag Of Words For Ml Model (4:24)
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Start05 Split Data For Machine Learning (3:34)
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Start06 Build A Tensorflow Machine Learning Model For Chat (4:54)
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Start07 Test Chatbot Machine Learning Model (9:09)
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Start08 Categorize Chat Question With Ml (7:25)
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Start09 Pick A Chatbot Response In Top Category (8:18)
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StartSource Files
Build Advanced Chatbot with Transformer Neural Network
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01 Preprocess text data for Transformer chatbot ML
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Start01 Connect To Google Drive Dataset In Colab (3:48)
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Start02 Read Text Files In Python (9:17)
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Start03 Read Movie Conversation Text File In Python (10:58)
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Start04 Clean Text Data For Nlp (6:09)
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Start05 Remove Contractions From Text Data With Python (9:35)
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Start06 Preprocess Text Data For Transformer Chatbot Ml (6:16)
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StartSource files
02 Tokenize and filter sentences with Python
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03 Build multi head attention layer for chatbot ML Python
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04 Build token masks for neural network
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05 Build positional encoding machine learning
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06 Build input encoder for neural network
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07 Build decoder for NLP ML model
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08 Combine encoding and decoding in NN
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Start01 Combine Encoding And Decoding In Nn (7:08)
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Start02 Build Custom Ml Model Learning Rate (3:37)
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Start03 Build Custom Model Loss Function (3:17)
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Start04 Compile Neural Network With Python (4:30)
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Start04B Zero Out Padding Tokens In Attention (1:44)
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Start05 Limit And Pad Tokenized Sentences (5:30)
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StartSource files
09 Evaluate chatbot neural network
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