Hello Coding 4.0 - The Complete Learn to Code in 99 Days (Levels 1-3)
This is the last coding course you will ever need. Learn everything from beginner to pro. Become a master of Machine Learning.
Watch Promo Enroll in Course
Do you want to get into the technology industry?
Do you want to master a hot new skill like Blockchain?
Are you hoping to ace that job interview?
Then our newest bundle is perfect for you!
![](https://ksr-ugc.imgix.net/assets/035/819/652/d3b9c104a7896315ff4ef780a3171d66_original.png?ixlib=rb-4.0.2&w=680&fit=max&v=1639161544&auto=format&gif-q=50&lossless=true&s=37a6fdb9cd183ee2a15b7f198b8dd3a0)
This is our newest most in-depth e-learning bundle yet!
- Does coding stress you out? 😬
- Are you scared of looking for a new job?
- Do you think you're not smart enough? 🥴
- Are you worried you're not learning the right things?
- Are you overwhelmed by trying to learn on your own? 😨
- Do you want to learn faster?
Say goodbye to the fear and stress.
Say hello to Hello Coding 4.0!
This time, not only are we going to give you the big and insightful look of coding and programming education, you will also learn the new world of cryptocurrency with Blockchain.
Most importantly, besides all the projects and technical skills, we will also teach you all the soft skills required to getting the job! You will be able to prepare and answer any challenge at a job interview.
✅No programming experience needed - We'll teach you everything you need to know
✅ A Mac or PC computer with access to the internet. A Mac is required only for Xcode
✅No paid software required
✅ We'll walk you through, step-by-step how to get all the software installed and set up
Why should you learn coding?
![](https://ksr-ugc.imgix.net/assets/035/857/699/a245f6481c95a2107253670cf660ce90_original.gif?ixlib=rb-4.0.2&w=680&fit=max&v=1639596479&auto=format&gif-q=50&q=92&s=462c992c2fe6e825f004b090ca38582d)
Coding is a lot easier than you think.
Feeling stuck in life? Are you working 2 jobs to pay the bills? Are you struggling to learn to code and get that high-paying job? Time for a change.
I'm sure you've heard how much developers make these days and the many opportunities in the tech industry... It's time to upskill!
![](https://ksr-ugc.imgix.net/assets/035/857/794/c7bc726c8e5bfc24db93433e3850f5ce_original.gif?ixlib=rb-4.0.2&w=680&fit=max&v=1639597392&auto=format&gif-q=50&q=92&s=f03a119fa75ccaeaefae2de2d2fe615f)
![](https://ksr-ugc.imgix.net/assets/035/819/656/6966aefde7aa91b3c47ebf68a770d3ce_original.png?ixlib=rb-4.0.2&w=680&fit=max&v=1639161564&auto=format&gif-q=50&lossless=true&s=d7fec540f765284a67853a5a959e04b6)
Level 1 - Web Development (70 Hours)
![](https://ksr-ugc.imgix.net/assets/035/840/297/6bc3482158eb693aa585590989d97f15_original.png?ixlib=rb-4.0.2&w=680&fit=max&v=1639430791&auto=format&gif-q=50&lossless=true&s=b87df52f594727319cb7217931be4005)
Start Your Journey with Front End Web Development
Start off by mastering the fundamentals of building websites: HTML, CSS and JavaScript. Dive into frameworks and libraries, including React, React Native, Bootstrap and Vue. Learn front-end development with practical projects. And much more.
- HTML and CSS Computer Science Fundamentals
- JavaScript for Web Developers from Beginner to Advanced
- Learn and Build Your First App With React and React Native
- Build Websites with Bootstrap, HTML5 & CSS3
- Create Apps with JavaScript using Vue
- EJS Fullstack Web Development Masterclass
- Front-End Web Development Masterclass with React and Material-UI
- Much more
Level Up with Backend Web Development
Then dive into backend development by learning all about the hidden side of websites. Build servers with Node and Express. Learn how to store data with MongoDB and SQL databases. Keep your clients safe with authentication and security.
- The Node.js Masterclass for Complete Beginners
- Build RESTful APIs with Node, Express and MongoDB
- Introduction to Databases with Python SQL
- Web Development Authentication and Security Masterclass
- Much more
Become the Dream Candidate with Full Stack Web Development
Master skills common to front-end and back-end developers. Become the ultimate hireable interviewee by having proven skills in both.
Learn how to use the command line, essential for every software developer. Send your websites into the world with deployment.
- Linux and Unix Command Line Basics for Bash, Z Shell and Ubuntu
- Web Deployment Masterclass
- Much more
Level 2 - App Development (35 Hours)
![](https://ksr-ugc.imgix.net/assets/035/840/301/59a6085d47939c4033f9fdfb1b4d25a8_original.png?ixlib=rb-4.0.2&w=680&fit=max&v=1639430814&auto=format&gif-q=50&lossless=true&s=abdd95ad8c4230be62607d4128811cbc)
Build Cross-Platform Applications
Create the perfect user interface and user experience. Become a mobile developer with design, development and even AI (artificial intelligence) in your toolbelt. It doesn't get much more hireable than that.
- UI and UX App Design in Adobe XD
- Create Apps in Android Studio with Kotlin
- UI App Development in Android Studio with Google Material Design
- Python and Android Tensor Flow Lite - Machine Learning for App Development
- Much more
Develop for the App Store
Build a huge portfolio of apps. Show off your downloads to employers. Learn the hottest new technology, including augmented reality (AR)!
- Complete Sketch UI For Beginners: App Design From Scratch
- Swift 5.5 Hacking iOS 15 App Development with SwiftUI 3 and Xcode 13
- SwiftUI Augmented Reality with RealityKit and ARKit
- Much more
Get Excited for Your Future
Our students - from all ages, industries and countries - get hired everywhere from their own game development businesses to Tech Leads at FAANG companies (that's Facebook, Amazon, Apple, Netflix, Google - the best salaries).
Level 3 - Machine Learning (50 Hours)
![](https://ksr-ugc.imgix.net/assets/035/840/308/e5217c43bc73d2374834cc6c4ea5f706_original.png?ixlib=rb-4.0.2&w=680&fit=max&v=1639430863&auto=format&gif-q=50&lossless=true&s=c8c74a64587505492547f8e286e6421f)
Learn machine learning, data science, data analysis, data visualization, artificial intelligence, computer vision, neural networks and more. Even with no prior expression. Don't be intimidated by big words. Anyone can do it!
Introduction
- Introduction to Machine Learning and Python Data Science
- Build Machine Learning Models and Neural Networks
Get Creative
- Creative Machine Learning - Draw and Paint with Neural Network Projects
- The Deep Learning Masterclass - Convert Sketch to Photo
- Computer Vision and Deep Learning with OpenCV and Python
Machine Learning for Web Developers
- Machine Learning Masterclass with Tensorflow JS
- Beginners Guide to Neural Networks in Tensorflow JS
Level 4 - Blockchain (15 Hours)
![](https://ksr-ugc.imgix.net/assets/035/840/314/a26d5bec7967bd4bfdaac1e3fbd7099e_original.png?ixlib=rb-4.0.2&w=680&fit=max&v=1639430885&auto=format&gif-q=50&lossless=true&s=1124fcb56bf571c65c5d60d7d570bb9a)
Blockchain Programming
Dive into the hottest new tool revolutionizing the financial industry, the Internet and starting a new era. Blockchain isn't just a headline. It's a set of tools. If you don't learn Blockchain, you will get left behind.
- Introduction to Blockchain
- Beginners Solidity for Ethereum Blockchain Masterclass
- Decentralized App Development with Solidity & JavaScript
Decentralized Software Development
Web 3.0 Programming Masterclass - Decentralized Application (Dapp) Development with Blockchain, which includes:
- Building a dapp with React and Web3 that connects to MetaMask
- Build an NFT Contract with Hardhat, OpenZeppelin and Local Blockchain
- Building a Truffle project with a local Ganache CLI blockchain
- Beginners Marlowe Haskell for Cardano Blockchain Masterclass
Level 5 - Game Development (15 Hours)
![](https://ksr-ugc.imgix.net/assets/035/840/318/b14292dc62e2cd2cf031f876959929fc_original.png?ixlib=rb-4.0.2&w=680&fit=max&v=1639430925&auto=format&gif-q=50&lossless=true&s=73ddf8d7692350984e0897f0e0056356)
The video game industry is bigger than the video industry, music industry, and film industries - combined. If you want to build your own business and get customers immediately, games have the most customers of all industries.
Use the #1 game engine Unreal Engine 5, created by Epic Games (the makers of Fortnite). Build self driving cars. Use virtual reality, augmented reality and machine learning in your games. Build and animate hyperrealistic 3D characters for games and videos.
- Build Your First Simple Virtual Reality Game in Unreal Engine 5
- Introduction to Unreal 5 for Beginners with Blueprints
- Simple Augmented Reality from Scratch in Unreal Engine 5
- Unreal 5 C++ Beginners Masterclass - Build a Top Down Game From Scratch
- Unreal Game Developer: Beginner and Multiplayer Masterclass
- Build a Self Driving Car with Unreal Engine 5, Blueprints and C++
- Build a Simple Platformer Game in Unreal Engine 5 - Your First UE5 Game
- Build Machine Learning Datasets with Unreal Procedural Generation
- Build Realistic Humans in MetaHuman with Unreal 5 Character Animation
- Build Your First C++ Game in Unreal Engine 5
You will need a Windows computer or Windows Virtual Machine to run the Unreal Engine.
Level 6 - Interview Prep (40 Hours)
![](https://ksr-ugc.imgix.net/assets/035/840/539/eb11930494e56bae242f8480093ffb46_original.png?ixlib=rb-4.0.2&w=680&fit=max&v=1639433185&auto=format&gif-q=50&lossless=true&s=6c3cf5049847112d90f981b9ce1168ca)
Are You Struggling to Get Your Dream Job? 😢
To get a coding interview, you need to show your prior experience. That's why Levels 1-5 are designed to give you a huge Github portfolio.
To pass that coding interview, you will have to prove your skill by passing a coding challenge. 😨
Welcome to Level 6. 👌 Get 100% ready for the coding interview.
- Essential Algorithms and Data Structures
- Essential JavaScript Software Interview Questions
- Python Interview Questions
- SQL Interview Questions
- Swift & iOS Interview Questions
- C++ and C# Data Structures, Algorithms
- Machine Learning Interview Questions
- Math Interview Questions with JavaScript
Bonus - Get all courses from Hello Coding 1.0, 2.0 and 3.0! That's 450 hours total.
![](https://ksr-ugc.imgix.net/assets/035/840/222/32731509e07f9d179f15030323b3125a_original.png?ixlib=rb-4.0.2&w=680&fit=max&v=1639430229&auto=format&gif-q=50&lossless=true&s=875c2c72d81b244f0b80f3c54ec1e39d)
Sign up today, and look forward to:
- Video Lectures
- All Source Code
- Coding Challenges and Exercises
- Fully Fledged Projects
- Programming Resources
- Downloads
![](https://ksr-ugc.imgix.net/assets/035/857/774/71243036df9845b0d2774f090f97d242_original.gif?ixlib=rb-4.0.2&w=680&fit=max&v=1639597195&auto=format&gif-q=50&q=92&s=5855f9a1c7eb94b7568c4abaf4238f38)
You'll be able to build a portfolio of 100 projects that you can show off to any potential employer. Including:
- Your own personal Websites in both desktop and mobile
- Original apps for iPhone, Android, and even Apple TV
- Machine learning models
- Machine learning apps
- Machine learning websites
- Expert knowledge on Blockchain
- Create your own Indie Game with Unreal from concept to release
- Learn all the details and tricks to Ace all the interview Questions
![](https://ksr-ugc.imgix.net/assets/035/820/104/41f862551fd96826f641ea82606ceb51_original.png?ixlib=rb-4.0.2&w=680&fit=max&v=1639165329&auto=format&gif-q=50&lossless=true&s=9bc7bb0acda2d0a1033bd6acf6bd9c15)
Requirements
- No programming or machine learning experience needed - We'll teach you everything you need to know.
- A Mac, PC or Linux computer.
We'll walk you through, step-by-step how to get all the software installed and set up.
With over 50,000 reviews, our courses are some of the HIGHEST RATED courses online!
This masterclass is without a doubt the most comprehensive course available anywhere online. Even if you have zero experience, this course will take you from beginner to professional.
Why should you pledge?:
![](https://ksr-ugc.imgix.net/assets/035/857/878/87b833e74b4395da9c3e6e807bc841df_original.gif?ixlib=rb-4.0.2&w=680&fit=max&v=1639598305&auto=format&gif-q=50&q=92&s=42c52e48f4297c3e9e4e8834836f36db)
- These courses are created by many Instructors with decades of knowledge in their field. all the way from web development to Interview Preparation
- We've taught over 1 million students how to code and many have gone on to become professional developers or start their own tech startup.
- You'll save over $72,000, the average cost of 6 coding bootcamps. You'll learn completely online at your own pace. You'll get lifetime access to content that never expires.
- You'll learn the latest tools and technologies used at large companies such as Google, Microsoft and Amazon
Testimonials
![](https://ksr-ugc.imgix.net/assets/035/783/962/fd024e74ba856c725fc9642aa1c754ae_original.png?ixlib=rb-4.0.2&w=680&fit=max&v=1638829780&auto=format&gif-q=50&lossless=true&s=b2dd55e46692a76bf052cf9d6e6e4511)
Frequently Asked Questions
How do I obtain a certificate?
Each certificate in this bundle is only awarded after you have completed every lecture of the course.
Many of our students post their Mammoth Interactive certifications on LinkedIn. Not only that, but you will have projects to show employers on top of the certification.
Is this an eBook or videos?
The majority of this course bundle will be video tutorials (screencasts of practical coding projects step by step.) We will also have several PDFs and all source code.
Can't I just learn via Google or YouTube?
This course is much more streamlined and efficient than learning via Google or YouTube. We have curated a massive 5-course curriculum to take you from absolute beginner to starting a high-paying career in AWS Machine Learning.
How will I practice to ensure I'm learning?
With each section there will be a project, so if you can build the project along with us you are succeeding. There is also a challenge at the end of each section that you can take on to add more features to the project and advance the project in your own time.
Read more FAQs in the FAQ tab.
About Mammoth Interactive
![](https://ksr-ugc.imgix.net/assets/035/783/984/4a9e92f454c3675a83d072a285658c15_original.png?ixlib=rb-4.0.2&w=680&fit=max&v=1638829901&auto=format&gif-q=50&lossless=true&s=f3af946492e9fa149a1b0ecd96bc3628)
Mammoth Interactive's mission is to close the tech skills gap by providing affordable and accessible courses primarily targeting beginners. Our instructors make video tutorials that are practical and to the point. Learning at Mammoth Interactive will be the next step to improving your career and your life.
Trusted Company with 28 Kickstarter Campaigns
![](https://ksr-ugc.imgix.net/assets/035/820/377/8830db61fe3d24d02877d1e6c98d6a73_original.png?ixlib=rb-4.0.2&w=680&fit=max&v=1639167635&auto=format&gif-q=50&lossless=true&s=75cd9a18cae8fbcb690b7d9a0f97103c)
Unlock Your Completion Certificate
![](https://ksr-ugc.imgix.net/assets/035/783/993/51306a5224e928f9c2fcb23f974371bc_original.png?ixlib=rb-4.0.2&w=680&fit=max&v=1638830008&auto=format&gif-q=50&lossless=true&s=622c0d086da1e49a188bb38a66f53b6c)
Upon completing each course in this bundle, you'll receive a Completion Certificate. You can feature this certificate on your resume and LinkedIn.
![](https://ksr-ugc.imgix.net/assets/035/819/813/b5acb88989457ad633582303a719d69b_original.jpeg?ixlib=rb-4.0.2&w=680&fit=max&v=1639162871&auto=format&gif-q=50&q=92&s=b6ac0674e1037b3fe227f88b07cad636)
#1 for Crowdfunding Pledge Management
Risks and challenges
We are a dedicated team with multiple successful projects under our belt. We will work as hard as possible to deliver this course bundle by the deadline with the content outlined above. We're excited to get started and release this course bundle with all brand-new content. The entire team at Mammoth Interactive is dedicated to making each course better than the last. Here's to another amazing project dedicated to its first backers here on Kickstarter.
Your Instructor
Alexandra Kropf is Mammoth Interactive's CLO and a software developer with extensive experience in full-stack web development, app development and game development. She has helped produce courses for Mammoth Interactive since 2016, including the Coding Interview series in Java, JavaScript, C++, C#, Python and Swift.
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 12 years, Mammoth Interactive has built a global student community with 4 million courses sold. Mammoth Interactive has released over 350 courses and 3,500 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
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Preview00 How to become a web developer (7:40)
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Start01 HTML basics (7:26)
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Start02 CSS basics (5:50)
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Start03 Add images to website with HTML (9:13)
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Start04 Link to pages with HTML hyperlinks (5:30)
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Start05 Positioning items on a webpage with CSS flexbox (11:31)
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Start06 Spacing out items with flexbox (9:31)
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StartSource files
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Start00 Where to code (5:49)
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Start01 Getting started with building a website (9:18)
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Start02 Saving your code (4:01)
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Start03 Creating a haeder (11:00)
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Start04 Creating different webpage sections (15:41)
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Start05 Adding images to a webpage (10:36)
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Start06 Creating a nav in HTML (12:43)
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StartSource Files
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Preview00 CSS Project Preview (0:46)
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Start01 Style The Header (13:35)
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Start02 Style The Navigation Bar (8:43)
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Start03 Style Website Sections (9:42)
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Start04 Build A Sidebar (10:18)
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Start05 Build A Responsive Layout (10:50)
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Start06 Build Backup Styles For Older Browsers (5:47)
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StartSource Files
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Preview00 Javascript Project Preview (3:07)
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Start01 Handle Player Interaction (8:48)
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Start02 Handle Button Press (6:21)
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Start03 Show Player Actions (9:01)
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Start04 Build A Computer Player (7:29)
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Start05 Show Computer Hand (8:32)
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Start06 Determine A Winner (10:55)
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Start07 Update Player Scores (8:04)
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StartSource Files
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Preview00 What Is React Native (8:18)
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Start01 Build React Native Apps On The Web (5:59)
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Start01B The Structure Of A React Native App (15:35)
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Start02 Start Your First React Native App (6:53)
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Start03 Build A Heading (8:38)
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Start04 Build Input Fields (9:51)
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Start05 Build A Button (5:12)
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StartSource Files
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Preview00 What Is Node JS (8:23)
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Start01A Send A Server Response To A Client (6:55)
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Start01B Create Your Own Server Modules (4:48)
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Start01C Work With The Client Request (11:00)
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Start02 Create A Server (7:24)
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Start03 Create HTML Files (3:59)
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Start04 Read Website Directory (6:22)
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Start05 Serve Different Website Pages (8:12)
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Start06 Serve A 404 Error If Page Doesn't Exist (7:12)
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StartSource Files
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Preview00 What Is Express JS (4:24)
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Start01 Set Up An Express Server (8:15)
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Start02 Serve A Webpage With Express (7:12)
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Start03 Send Client To Another Page (6:49)
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Start04 Send An Error Page (8:08)
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Start05 Build An Express Server For A Chatboard (6:27)
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Start06 Build A Client Chat Page (5:53)
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Start07 Send And Receive Chat Messages (16:08)
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StartSource Files
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Start00 What Is Python (4:48)
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Start01 Start A Round With A Hidden Word (10:02)
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Start02 Get User Input (6:04)
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Start03 Handle An Incorrect Letter (7:32)
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Start04 Handle A Correct Letter (7:34)
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Start05 Handle A Word Guess (5:43)
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Start06 Restart Game (6:33)
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Start07 Load A Random Word (6:16)
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Start08 Check Already Guessed Letters Or Words (7:38)
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StartSource Files
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Start00A What Is Machine Learning (5:27)
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Start00B Types Of Machine Learning Models (12:12)
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Start00C What Is Supervised Learning (11:03)
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Start00D What Is Linear Regression (5:03)
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Start01 Create A Dataset (10:19)
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Start02 Prepare Data For Machine Learning (7:05)
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Start03 Fit A Model Through The Data (8:11)
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Start04 Visualize Model Results (5:28)
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StartSource Files
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Start00. Introductions To Programming Language (2:56)
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Start01. What Languages We Will Be Learning (0:52)
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Start02. Lets Code Something Fun (1:12)
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Start03. Your First Code (1:20)
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Start04. Congratulations! (0:30)
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Start05. Differences Of Coding Languages (1:33)
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Start06. Programing Languages 2 (1:43)
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Start07. Programing Basics Part 1 (1:46)
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Start08. Variables (2:28)
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Start09. Types Of Variables Int (2:58)
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Start10. Float Variables (0:50)
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Start11. Boolean Variables (1:05)
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Start12. Characters (1:58)
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Start13. User Input And Output (2:30)
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Start14. User Input (1:32)
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Start15. Co-Ordinates (2:06)
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Start16. Math (1:31)
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Start17. How Computers Do Math (1:43)
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Start18. Modulo And Exponents (1:02)
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Start19. If Statements (1:44)
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Start20. The Condition In The If (0:50)
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Start21. If And Else Statements (0:51)
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Start22. If Else Statements (1:15)
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Start23. Conditions Greater Than (1:04)
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Start24. Less Than (1:22)
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Start25. Equals (0:53)
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Start26. Does Not Equal (1:22)
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Start27. Conditions And Oporators (1:17)
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Start28. Or Opporators (1:04)
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Start29. Multi Conditional Statements (2:11)
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Start30. X Y Cordinates In Ifs (1:08)
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Start31. Loops (2:09)
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Start32. For Loops (1:53)
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Start33. Do While Loops (1:10)
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Start34. Breaks In Loops (1:11)
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Start35. Arrays (2:30)
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Start01. Course Requirements (2:59)
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Start02. What is JSBin (3:14)
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Start03. Setting up the HTML Document (2:39)
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Start04. Header Tags and Paragraphs Tags (4:04)
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Start05. Styles (3:30)
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Start06. Bold underLine and Italic Tags (3:08)
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Start07. Adding in a Link (1:36)
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Start08. Adding in a Image (3:00)
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Start09. Adding a Link to an Image (1:53)
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Start10. Lists (4:02)
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Start11. Tables (3:28)
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Start12. Different Kinds of Input (4:57)
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Start13. Adding in a Submit Button (2:59)
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Start14. Scripts and Style Tags (3:25)
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Start01. Course Requirements (3:57)
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Start02. HTML Styles Crash Course (4:45)
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Start03. Adding code to the CSS (4:44)
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Start04. Adding in IDs to the CSS (5:14)
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Start05. Classes in CSS (2:38)
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Start06. Font Families (5:02)
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Start07. Colors in CSS (5:43)
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Start08. Padding in CSS (3:04)
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Start09. Text Align and Transforms (3:13)
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Start10. Margins and width (5:32)
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Start11. Changing the body (4:10)
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Start12. Latin Text Generator (1:55)
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Start13. Adding in a horizontal menu with HTML and CSS (7:51)
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Start14. Adding a background Image (4:02)
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Start15. Playing around with margins in CSS (2:19)
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Start01. Course Requirements (4:48)
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Start02. HTML, CSS and JavaScript crash course (4:52)
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Start03. Adding in Functions (4:34)
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Start04. Scaling functions (4:26)
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Start05. Changing the Text in JavaScript (4:48)
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Start06. Variables (5:39)
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Start07. Arrays (5:29)
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Start08. Objects (6:34)
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Start09. Variable Scope (5:02)
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Start10. Adding user input text (5:03)
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Start11. Calling Functions (3:54)
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Start12. If Statements (4:48)
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Start13. Else if and Else Statements (4:04)
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Start14. Changing the style with JavaScript (5:47)
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Start01. Course Requirements (2:55)
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Start02. What Is Jsbin (3:15)
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Start03. Setting Up The Html Document (2:41)
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Start04. Header Tags And Paragraphs Tags (4:06)
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Start05. Styles (3:32)
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Start06. Bold Underline And Italic Tags (3:10)
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Start07. Adding In A Link (1:38)
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Start08. Adding In A Image (3:00)
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Start09. Adding A Link To An Image (1:54)
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Start10. Lists (4:03)
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Start11. Tables (3:29)
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Start12. Different Kinds Of Input (4:59)
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Start13. Adding In A Submit Button (3:01)
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Start14. Scripts And Style Tags (3:27)
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Start01. Variables (5:36)
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Start02. JavaScript (10:24)
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Start03. Numbers (4:52)
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Start04. Booleans (5:22)
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Start05. If Statements (4:27)
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Start06. Arrays (8:31)
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Start07. For Loops (9:16)
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Start08. While Loops (4:33)
-
Start09. Objects (8:02)
-
Start10. Functions (6:09)
-
Start11. Foreach (3:54)
-
Start12. Map Functions (5:20)
-
Start13. Using Objects As Dictionary (2:44)
-
Start14. Switch Statements (6:38)
-
Start15. Destructuring (5:30)
-
Start16. Spread Operator (6:56)
-
Start17. String Templates (6:37)
-
Start18. Error Handling (5:45)
-
Start19. Let And Const Keywords (3:39)
-
Start20. Do-while (1:45)
-
Start21. Sets (5:42)
-
Start22. Maps (4:39)
-
Start23. Stacks (6:06)
-
Start24. Queues (11:49)
-
Start25. For Loop (5:11)
-
Start26. Recursive Functions (7:13)
-
Start27. Loop Labeling (5:18)
-
Start28. 2d Arrays (21:59)
-
Start29. Settimeout (7:02)
-
Start30. Sentimental (11:21)
-
Start31. Functions With Optional Parameters (15:10)
-
Start32. Basic Regular Expression (5:53)
-
Start33. Handle Keypress Events (22:45)
-
Start34. Priority Queue (15:54)
-
Start35. Adddelete Object Property (2:44)
-
Start36. Example With Sets Part 1 (28:49)
-
Start36. Example With Sets Part 2 (43:20)
-
Start37. Concat (3:12)
-
Start38. Flat And Flatmap (2:06)
-
Start02 01 What will we learn in this section (0:43)
-
Start02 02 Declare Variables with let and Const (15:45)
-
Start02 03 Blocks and IIFEs (11:41)
-
Start02 04 Strings in ES2020 (11:40)
-
Start02 05 Coding Challenge (0:47)
-
Start02 06 Coding Challenge Solution (2:05)
-
Start02 07 Section Summary (0:44)
-
Start08 01 What will we learn in this section (1:01)
-
Start08 02 Asynchronous JavaScript Example (11:18)
-
Start08 03 The Event Loop (12:15)
-
Start08 04 Asynchronous Javascript with Callbacks (9:17)
-
Start08 05 Promises (21:15)
-
Start08 06 Async Await (11:41)
-
Start08 07 AJAX and APIs (6:36)
-
Start08 08 Make AJAX Calls with Fetch and Promises (11:25)
-
Start08 09 Make AJAX Calls with Fetch and Async Await (7:29)
-
Start08 10 Coding Challenge (0:45)
-
Start08 11 Coding Challenge Solution (7:40)
-
Start08 12 Section Summary (0:55)
-
Start02.01 What We Will Learn (1:00)
-
Start02.02 What Is React Native (3:15)
-
Start02.03 How React Native Works (7:52)
-
Start02.04 Expo Vs React Native Cli (4:19)
-
Start02.05 Building First React Native App (3:53)
-
Start02.06 Run The App On Android Simulator (2:11)
-
Start02.07 Run The App On Ios Simulator (2:11)
-
Start02.08 Summary And Challenge (2:12)
-
StartSource Files
-
Start01 Web Development Fundamentals (12:40)
-
StartSection 1 Code
-
Start01 How To Get Bootstrap (3:42)
-
Start02 Build Bootstrap Grids (11:44)
-
Start03 Set Display Property With Bootstrap (13:54)
-
Start04 Build A Layout With Bootstrap Flex (13:17)
-
Start05 Grow Shrink Fill With Bootstrap Flex (8:02)
-
StartSource Code
-
Start01 Build Website Skeleton With Bootstrap (8:36)
-
Start02 Find Bootstrap Icons (1:50)
-
Start03 Build Bootstrap Navigation (17:04)
-
Start04 Build A Nav (16:28)
-
Start05 Build A Carousel (8:47)
-
Start06 Populate A Carousel (15:01)
-
Start07 Display A Carousel (5:47)
-
Start08 Adding Service Pages (7:48)
-
Start09 Add Row And Column (12:40)
-
Start10 Display Featurettes And Begin Mobile-First Design (5:56)
-
Start11 Responsive Columns With Flexbox (8:15)
-
Start12 Link To Pages In A Carousel (4:16)
-
Start13 Build A Contact Form (19:48)
-
Start14 Fine Tune The Contact Form (2:57)
-
Start15 Build A Footer (3:50)
-
StartSource Code for All Lectures in Project 1
-
Start01 Product Page Project Setup (8:14)
-
Start02 Build A Product Header (13:04)
-
Start03 Add Elements Onto Background Image (7:56)
-
Start04 Build A Pricing Page (10:12)
-
Start05 Style The Pricing Page (3:03)
-
Start06 Build A Checkout Page (13:40)
-
Start07 Build A Billing Information Section (11:30)
-
Start08 Build Address Selection Fields (9:57)
-
Start09 Build Payment Information Fields (8:56)
-
Start10 Build Card Information Fields (10:14)
-
Start11 Add Fine Tuning (3:52)
-
StartProject 2 Source Code
-
Start01 Build Your First Vue.js App (9:53)
-
Start02 Build A Timer (render Data To The DOM) (4:42)
-
Start03 Build Reactive Behavior With A Directive (4:37)
-
Start04 Enable User Interaction With Vue.js (6:47)
-
Start05 Enable User Input With Vue (4:24)
-
Start06 Hide Or Show With Conditionals (4:19)
-
Start07 Build A List With Vue (5:22)
-
StartSource Files
-
Start03 01 What Will We Learn In This Section (0:33)
-
Start03 02 What Is Module System (1:15)
-
Start03 03 Node Core Modules (6:27)
-
Start03 04 Import Your Own Modules (4:57)
-
Start03 05 NPM Modules (1:26)
-
Start03 06 Install And Use NPM Module (5:13)
-
Start03 07 Global NPM Packages (2:30)
-
Start03 08 Nodemon (9:33)
-
Start03 09 Summary And Challenge (1:09)
-
StartSource Files
-
Start11 01 What Will We Learn In This Section (0:56)
-
Start11 02 What Is Asynchronous (5:32)
-
Start11 03 Callstack (5:29)
-
Start11 04 Callback Queue (7:17)
-
Start11 05 Eventloop (2:06)
-
Start11 06 Making Http Requests (9:41)
-
Start11 07 Callback Functions (3:12)
-
Start11 08 Callback Abstraction (9:08)
-
Start11 09 Callback Chaining 1 (7:43)
-
Start11 10 Summary (1:01)
-
StartSource Files
-
Start12 01 What Will We Learn In This Section (1:04)
-
Start12 02 What Is Express (11:26)
-
Start12 03 Postman (14:39)
-
Start12 04 Serve Up Html And Json (12:37)
-
Start12 05 Serve Up Static Assets (8:46)
-
Start12 06 Serve Up Css (10:38)
-
Start12 07 Serve Up Images (4:37)
-
Start12 08 Build Dynamic Pages With Templates (12:08)
-
Start12 09 Customize Views Directory (6:47)
-
Start12 10 HTML Status Codes (8:43)
-
Start12 11 404 Pages (7:20)
-
Start12 12 Summary And Challenge (1:21)
-
StartSource Files
-
Start01 01 Introduction To The Course (3:43)
-
StartSource Files
-
Start02 01 What Will We Learn In This Section (0:44)
-
Start02 02 Variables (10:21)
-
Start02 03 Data Types (5:41)
-
Start02 04 Variable Mutation (6:53)
-
Start02 05 Type Coercion (6:52)
-
Start02 06 Coding Challenge (1:36)
-
Start02 07 Coding Challenge Solution (2:43)
-
Start02 08 Section Summary (0:46)
-
StartSource Files
-
Start04 01 What Will We Learn In This Section-1 (0:36)
-
Start04 02 If Else Statements-2 (11:43)
-
Start04 03 Boolean Logic-3 (7:57)
-
Start04 04 Switch Statements-4 (10:54)
-
Start04 05 Truthy And Falsie Values-5 (6:03)
-
Start04 06 Equality Operators-6 (4:38)
-
Start04 07 Coding Challenge-7 (2:25)
-
Start04 08 Coding Challenge Solution-8 (4:54)
-
Start04 09 Section Summary-9 (1:07)
-
StartSource Files
-
Start06 01 What Will We Learn In This Section-1 (0:38)
-
Start06 02 Objects And Properties-2 (9:49)
-
Start06 03 Objects And Methods-3 (12:25)
-
Start06 04 Objects Vs Primitives-4 (16:17)
-
Start06 05 Coding Challenge-5 (0:51)
-
Start06 06 Coding Challenge Solution-6 (5:13)
-
Start06 07 Section Summary-7 (0:42)
-
StartSource Files
-
Start08 01 What Will We Learn In This Section (0:52)
-
Start08 02 JavaScript Parsers And Engines (5:19)
-
Start08 03 Execution Contexts And Execution Stack (2:26)
-
Start08 04 Creation And Execution Phases (6:23)
-
Start08 05 Hoisting (2:13)
-
Start08 06 Scoping (4:52)
-
Start08 07 Scope Chain (3:20)
-
Start08 08 This Keyword (4:16)
-
Start08 09 Coding Challenge (0:46)
-
Start08 10 Coding Challenge Solution (3:21)
-
Start08 11 Section Summary (0:47)
-
StartSource Files
-
Start01 Build Main Javascript Files (7:03)
-
Start02 Build Tool Controls (8:37)
-
Start03 Launch A Server (7:53)
-
Start03A Install Http Server (5:59)
-
Start03C Disable Cache (6:35)
-
Start04 Load An Image From User's Computer (7:40)
-
Start04A Where To Find Images (1:19)
-
Start05 Put Image Onto Canvas (13:55)
-
Start06 Resize Canvas To Fit Image (6:44)
-
Start07 Save Image (9:53)
-
Start08 Undo An Action (11:16)
-
Start09 Redo An Action (7:05)
-
StartSource Files
-
Start01.01 Introduction To The Course-1 (1:30)
-
Start01.02 Introduction Of The Instructor-2 (2:05)
-
Start01.03 Why Should You Learn User Interface And User Experience In Adobe Xd-3 (2:04)
-
Start01.04 Quick Win-4 (1:32)
-
Start01.05 What Is Ui Vs Ux Vs Product Designe-5 (2:22)
-
Start01.06 Course Requirements (What Software, Experience)-6 (1:30)
-
Start03.01 What Will We Learn In This Section-1 (0:38)
-
Start03.02 Work With Type In Xd Wireframes-2 (8:53)
-
Start03.03 Basic Colors And Buttons In Adobe Xd Wireframes-3 (8:12)
-
Start03.04 Make A Gradient In Adobe Xd-4 (5:29)
-
Start03.05 Free Icons For Adobe Xd And Ux Ui Projects-5 (4:35)
-
Start03.06 Add Footers To Your Xd Wireframe-6 (4:05)
-
Start03.07 Add Lorem Ipsum To Your Xd Wireframe-7 (3:21)
-
Start03.08 New Pages And Artboards In Adobe Xd-8 (2:42)
-
Start03.09 Build A Wireframe Homepage-9 (5:51)
-
Start03.10 Build A Wireframe Contact Us Page-10 (7:50)
-
Start03.11 Section Summary-11 (0:51)
-
Start05.01 What Will We Learn In This Section-1 (0:35)
-
Start05.02 Work With Groups And Isolation Mode-2 (3:32)
-
Start05.03 Make And Use Components-3 (7:57)
-
Start05.04 Left Navigation-4 (2:10)
-
Start05.05 Use The Repeat Grid-5 (3:03)
-
Start05.06 Update Components-6 (3:42)
-
Start05.07 Section Summary-7 (0:42)
-
Start06.01 What Will We Learn In This Section-1 (0:50)
-
Start06.02 Mock Up An App In Adobe Xd-2 (12:51)
-
Start06.03 Use The Xd App On Iphone And Android-3 (1:53)
-
Start06.04 Add Iphone And Android Battery And Status Icons To Mockup-4 (3:56)
-
Start06.05 Build Login And Dashboard Screens-5 (21:03)
-
Start06.06 Section Summary-6 (0:52)
-
Start09.01 What Will We Learn In This Section-1 (0:44)
-
Start09.02 Work With Images And Cc Library Connection-2 (5:53)
-
Start09.03 Adobe Stock Connection To Find Images-3 (3:34)
-
Start09.04 Find Free Images To Use In Xd Mockups (Pixabay)-4 (4:55)
-
Start09.05 Masking And Opacity And Blurring Background Images-5 (6:52)
-
Start09.06 Section Summary-6 (0:45)
-
Start10.01 What Will We Learn In This Section-1 (0:43)
-
Start10.02 What Are Micro Interactions-2 (6:26)
-
Start10.03 Button Grow Interaction-3 (6:20)
-
Start10.04 Full Screen Image Interaction-4 (8:31)
-
Start10.05 Animated Image Gallery With Micro Interactions-5 (7:45)
-
Start10.06 Full Vector Change Micro Interaction-6 (9:21)
-
Start10.07 Section Summary-7 (0:42)
-
Start11.01 What Will We Learn In This Section-1 (0:52)
-
Start11.02 Time Delay Transitions-2 (2:15)
-
Start11.03 Animated Mobile Side Navigation For Burger Menu-3 (7:27)
-
Start11.04 Build A Working Drop Down Menu-4 (5:21)
-
Start11.05 Use The Drag Transition-5 (3:58)
-
Start11.06 Section Summary-6 (0:52)
-
Start00. Introduction-1 (3:24)
-
Start01. Downloading And Installing Android Studio-2 (6:51)
-
Start02. Exploring Android Studio Interface-3 (12:58)
-
Start03. Understanding File Hierarchy-4 (12:18)
-
Start04. Exploring Activity-layout Relationship-5 (19:35)
-
Start05. Setting Up An Emulator-6 (6:59)
-
Start06. Running App And Implementing User Interaction-7 (6:44)
-
Start07. Debugging An App-8 (6:11)
-
Start08. Summary And Outro-9 (4:06)
-
StartIntro_to_Android
-
Start00. Introduction-1 (6:11)
-
Start01. Introduction To Variables-2 (7:03)
-
Start02. Basic Operations-3 (9:16)
-
Start03. Nullable Variables-4 (5:22)
-
Start04. Collections Intro-5 (7:26)
-
Start05. Mutable Lists And Arrays-6 (6:51)
-
Start06. If Statements And Expressions-7 (8:09)
-
Start07. When Statements And Expressions-8 (3:28)
-
Start08. While Loops-9 (6:45)
-
Start09. For In Loops-10 (4:53)
-
Start10. Introduction To Functions-11 (7:54)
-
Start11. Functions With Parameters And Return Values-12 (7:28)
-
Start12. Classes And Objects Introductions-13 (16:35)
-
Start13. Subclassing And Superclassing-14 (13:10)
-
Start14. Summary And Outro-15 (4:40)
-
StartIntro_to_Kotlin
-
Start00 Random Number App Project Preview-1 (0:55)
-
Start01 Create The Project Layout-2 (13:02)
-
Start02 Add A Button Programatically-3 (3:49)
-
Start03 Extract Strings To A Separate File-4 (4:24)
-
Start04 Position Views In The Center-5 (8:19)
-
Start05 Enable Button Press-6 (12:06)
-
Start06 Show A Random Number-7 (7:14)
-
StartRandomNumberApp
-
Start00 Card Maker App Project Preview-1 (2:06)
-
Start01 Build An Edittext View-2 (11:08)
-
Start02 User Input Functionality-3 (7:26)
-
Start03 Build Card Message Input-4 (9:08)
-
Start04 Build Card Message Functionality-5 (10:49)
-
Start05 Enable User Editing-6 (6:45)
-
Start06 Allow User To Update Message Textview-7 (7:41)
-
Start07 Build Card Signature Input-8 (9:51)
-
Start08 Build Listeners For The Signature Views-9 (8:27)
-
StartCardMaker
-
Start00 Detail View (streaming App Ui) Preview-1 (0:58)
-
Start01 Set Up Constraint Layout-2 (10:34)
-
Start02 Build Overview Views-3 (8:19)
-
Start03 Put Views Into Card View-4 (7:22)
-
Start04 Build Description Views-5 (13:07)
-
Start05 Build A Secondary Description-6 (11:31)
-
Start06 Build Ratings View-7 (12:23)
-
Start07 Enable App Scrolling-8 (4:10)
-
StartSource Files
-
Start01. Pencil Vector Tool (3:56)
-
Start02. Shapes Exercise (5:40)
-
Start03. Artboard Fundamentals (4:05)
-
Start04. Masks (4:50)
-
Start05. Essentials about Text (3:38)
-
Start06. What To Know About Colors (5:42)
-
Start07. Layer Styles (3:41)
-
Start08. Symbols (13:56)
-
Start09. Project - Calculator UI (11:07)
-
StartSource Files
-
Start01. Wireframes (5:28)
-
Start02. Libraries Intro (4:28)
-
Start03. Creating Your Own Libraries (7:21)
-
Start04. Creating Dynamic UI Elements (6:48)
-
Start05. Mobile Landing Page Activity (10:27)
-
Start06. Creating the Log In Screen for our Application (9:06)
-
Start07. Creating the Main Screen of Our Application (16:45)
-
Start08. Creating the Settings Page for our Application (10:09)
-
Start09. Creating Application User List (6:51)
-
Start10. Create An App Icon (13:21)
-
Start11. Exporting (5:47)
-
Start12. Prototyping (12:06)
-
Start13. Creating a Landing Page (10:56)
-
StartSketch Project Files - Waves App by Mammoth Interactive
-
Start00. Intro And Demo-1 (6:48)
-
Start01. General Interface Intro-2 (15:06)
-
Start02. File System Introduction-3 (13:24)
-
Start03. Viewcontroller Intro-4 (6:53)
-
Start04. Storyboard File Intro-5 (17:28)
-
Start05. Connecting Outlets And Actions-6 (14:12)
-
Start06. Running An Application-7 (10:06)
-
Start07. Debugging An Application-8 (11:40)
-
StartXCode Intro
-
Start00. Learning Goals (4:24)
-
Start00. Language Basics Topics List (5:14)
-
Start01. Intro To Variables And Constants (16:16)
-
Start02. Primitive Types (19:07)
-
Start03. Strings (19:11)
-
Start04. Nil Values (13:16)
-
Start05. Tuples (14:39)
-
Start06. Type Conversions (23:40)
-
Start07. Assignment Operators (11:43)
-
Start08. Conditional Operators (12:51)
-
StartVariables and Constants Text.playground
-
Start00. Topics List And Learning Objectives (4:06)
-
Start01. Intro To If And Else Statements (10:07)
-
Start02. Else If Statements (9:13)
-
Start03. Multiple Simultaneous Tests (12:58)
-
Start04. Intro To Switch Statements (9:46)
-
Start05. Advanced Switch Statement Techniques (16:25)
-
Start06. Testing For Nil Values (12:15)
-
Start07. Intro To While Loops (14:51)
-
Start08A. Intro To For...In Loops (14:39)
-
Start08B Intro To For...In Loops (Cont'd) (11:19)
-
Start09. Complex Loops And Loop Control Statements (20:05)
-
StartControl Flow Text.playground
-
Start00. Topics List And Learning Objectives (4:16)
-
Start01. Intro To Functions (20:19)
-
Start02. Function Parameters (12:01)
-
Start03. Return Statements (14:26)
-
Start04A. Parameter Variations - Argument Labels (9:23)
-
Start04B. Parameter Variations - Default Values (5:50)
-
Start04C. Parameters Variations - Inout Parameters (9:03)
-
Start04D. Parameter Variations - Variadic Parameters (11:11)
-
Start05. Returning Multiple Values Simultaneously (7:46)
-
StartFunctions Text.playground
-
Start00. Topics List And Learning Objectives (5:25)
-
Start01. Intro To Classes (16:23)
-
Start02A. Properties As Fields - Add To Class Implementation (13:43)
-
Start02B. Custom Getters And Setters (8:44)
-
Start02C. Calculated Properties (24:12)
-
Start02D. Variable Scope And Self (13:15)
-
Start02E. Lazy And Static Variables (14:35)
-
Start03A. Behaviour And Instance Methods (16:38)
-
Start03B. Class Type Methods (7:42)
-
Start04. Class Instances As Field Variables (8:52)
-
Start05A. Inheritance, Subclassing And Superclassing (24:06)
-
Start05B. Overriding Initializers (13:41)
-
Start05C. Overriding Properties (16:30)
-
Start05D. Overriding Methods (10:33)
-
Start06. Structs Overview (20:24)
-
Start07. Enumerations (16:30)
-
Start08. Comparisons Between Classes, Structs And Enums (14:40)
-
StartSource files
-
Start01 Build A Text Object-1 (9:24)
-
Start02 Build An Image Object-2 (3:41)
-
Start03 Add An Image From The Web-3 (3:32)
-
Start04 Add An Image From The Web-4 (10:32)
-
Start05 Build A Button-5 (5:07)
-
Start06 Build A Toggle Button-6 (7:09)
-
Start07 Build A Slider-7 (9:09)
-
Start08 Build A View From A Collection-8 (7:10)
-
StartSource Files
-
Start01 Build An AR Delegate (5:27)
-
Start02 Set Up AR View (3:11)
-
Start03 Handle Tapping-3 (8:09)
-
Start04 Build Circle On Location Of Tap-4 (6:53)
-
Start05 Build Arviewrepresentable To Test App-5 (6:46)
-
Start06 Remove Circle Upon Second Tap-6 (1:51)
-
Start07 Calculate Distance Between Objects-7 (7:54)
-
Start08 Display Distance Results On Screen-8 (5:05)
-
StartSource files
-
Start00. Introduction (4:47)
-
Start01. Intro To Python (5:46)
-
Start02. Variables (19:34)
-
Start03. Type Conversion Examples (10:21)
-
Start04. Operators (7:21)
-
Start05. Operators Examples (22:09)
-
Start06. Collections (8:39)
-
Start07. Lists (11:55)
-
Start08. Multidimensional List Examples (8:22)
-
Start09. Tuples Examples (8:51)
-
Start10. Dictionaries Examples (14:41)
-
Start11. Ranges Examples (8:46)
-
Start12. Conditionals (6:58)
-
Start13. If Statement Examples (10:32)
-
Start14. If Statement Variants Examples (11:35)
-
Start15. Loops (7:17)
-
Start16. While Loops Examples (11:47)
-
Start17. For Loops Examples (11:35)
-
Start18. Functions (8:04)
-
Start19. Functions Examples (9:33)
-
Start20. Parameters And Return Values Examples (14:08)
-
Start21. Classes and Objects (11:30)
-
Start22. Classes Example (13:28)
-
Start23. Objects Examples (10:10)
-
Start24. Inheritance Examples (17:43)
-
Start25. Static Members Example (11:20)
-
Start26. Summary and Outro (4:23)
-
StartIntro to Python Slides
-
StartPython_Language_Basics
-
Start00. Course Intro (5:11)
-
Start01. Intro to Numpy (6:20)
-
Start02. Installing Numpy (3:59)
-
Start03. Creating Numpy Arrays (16:55)
-
Start04. Creating Numpy Matrices (11:57)
-
Start05. Getting and Setting Numpy Elements (16:59)
-
Start06. Arithmetic Operations on Numpy Arrays (11:56)
-
Start07. Numpy Functions Part 1 (19:13)
-
Start08. Numpy Functions Part 2 (12:36)
-
Start09. Summary and Outro (3:01)
-
StartSource Files
-
Start00. Course Intro (5:30)
-
Start01. Intro to Pyplot (5:10)
-
Start02. Installing Matplotlib (5:51)
-
Start03. Basic Line Plot (7:53)
-
Start04. Customizing Graphs (10:47)
-
Start05. Plotting Multiple Datasets (8:10)
-
Start06. Bar Chart (6:26)
-
Start07. Pie Chart (9:13)
-
Start08. Histogram (10:14)
-
Start09. 3D Plotting (6:28)
-
Start10. Course Outro (4:09)
-
StartPyplot Code
-
Start00. Panda Course Introduction (5:43)
-
Start01. Intro to Pandas (7:55)
-
Start02. Installing Pandas (5:28)
-
Start03. Creating Pandas Series (20:34)
-
Start04. Date Ranges (11:29)
-
Start05. Getting Elements from Series (19:20)
-
Start06. Getting Properties of Series (13:04)
-
Start07. Modifying Series (19:01)
-
Start08. Operations on Series (11:48)
-
Start09. Creating Pandas DataFrames (22:57)
-
Start10. Getting Elements from DataFrames (25:12)
-
Start11. Getting Properties from DataFrames (17:44)
-
Start12. Dataframe Modification (36:24)
-
Start13. DataFrame Operations (20:09)
-
Start14 DataFrame Comparisons and Iteration (15:35)
-
Start15. Reading CSVs (12:00)
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Start16.Summary and Outro (4:14)
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StartSource Files
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Start00. Course Intro.mp4 (6:04)
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Start01. Quick Intro to Machine Learning (9:00)
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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
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Start00. Course Intro (6:10)
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Start01. Intro to Tensorflow (5:32)
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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 (12:42)
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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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StartSource Files
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Start00. Course Intro (6:57)
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Start01. Intro to Image Recognition (6:40)
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Start02. Intro to MNIST (4:42)
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Start03. Building a CNN Part 1 - Obtaining Data (15:40)
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Start04. Building a CNN Part 2 - Building the Model (10:14)
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Start05. Building a CNN Part 3 - Adding Loss and Optimizer Functions (4:57)
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Start06. Building a CNN Part 4 - Train and Test Functions (10:58)
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Start07. Building a CNN Part 5 - Train and Test the Model (9:17)
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Start08. MNIST Image Recognition with Keras Sequential Model (13:23)
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Start09. Summary and Outro (2:55)
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StartSource Files
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Start01 What Are Search Algorithms-1 (7:20)
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Start02 Depth First Search-2 (9:00)
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Start02b Build A Depth First Search Algorithm-3 (8:26)
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Start03 What Is Breadth First Search (bfs)-4 (5:08)
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Start03b Build A Breadth First Search Algorithm-5 (6:55)
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Start04 Depth Limited Search-6 (3:57)
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Start05 Iterative Deepening Depth First Search-7 (5:32)
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Start06 What Is Uniform Cost Search-8 (6:04)
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Start06b Build A Uniform Cost Search Algorithm-9 (8:07)
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Start07 Bidirectional Search-10 (4:43)
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StartSource Files
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Start01 How Does A Machine Learning Agent Learn-1 (7:37)
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Start02 What Is Inductive Learning-2 (4:10)
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Start03 Make Decisions With Decision Trees-3 (10:49)
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Start04 Performance Of A Machine Learning Algorithm-4 (4:13)
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Start05 Handle Noise In Data-5 (5:20)
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Start06 Statistical Learning-6 (3:56)
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StartSource Files
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Start05.01 What Is Logistic Regression-1 (4:26)
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Start05.02 Prepare Data For Logistic Regression-2 (12:19)
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Start05.03 How To Prepare Data-3 (8:52)
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Start05.04 Build A Logistic Regression Model-4 (5:29)
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Start05.04a How To Build A Logistic Regression Model-5 (3:28)
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Start05.04b What Is Optimization-6 (12:10)
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Start05.05 Optimize The Logistic Regression Model-7 (12:44)
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Start05.05a How To Optimize A Logistic Regression Model-8 (12:45)
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Start05.06 Train The Model-9 (10:09)
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Start05.07 Test The Model-10 (2:33)
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Start05.08 Visualize Results-11 (5:38)
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StartSource Files
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Start06.01 What Is Gradient Boosting-1 (1:54)
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Start06.02 Prepare Data For Gradient Boosted Classification-2 (7:19)
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Start06.03 Build Binary Classes-3 (6:12)
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Start06.04a How To Shape Data For Classification-4 (2:57)
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Start06.04b Shape Data For Classification-5 (7:06)
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Start06.05a How To Build A Boosted Trees Classifier-6 (4:03)
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Start06.05b Build A Boosted Trees Classifier-7 (4:37)
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StartSource Files
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Start09.01 What Is A Neural Network-1 (8:02)
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Start09.02 Prepare Data-2 (8:31)
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Start09.03 Shuffle And Batch Data-3 (3:26)
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Start09.04 Build Weights And Biases-4 (6:25)
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Start09.05 Build A Neural Network From Scratch-5 (5:28)
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Start09.06 Optimize The Model-6 (10:20)
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Start09.07 Train And Evaluate The Model-7 (11:36)
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Start09.08 Test And Visualize The Neural Network-8 (9:57)
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StartSource Files
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Start11.01 What Is A Convolutional Neural Network-1 (4:32)
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Start11.02 Prepare Data For A Convolutional Neural Network-2 (4:09)
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Start11.03 Shuffle And Batch Data-3 (2:17)
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Start11.04 Build Weights And Biases-4 (8:48)
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Start11.05 What Are Wrappers-5 (18:09)
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Start11.06 Build A Convolutional Neural Network From Scratch-6 (9:57)
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Start11.07 What Is The Adam Optimizer-7 (13:20)
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Start11.08 Train And Evaluate The Model-8 (10:32)
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Start11.09 Test And Visualize The Convolutional Neural Network-9 (7:49)
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StartSource Files
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Start13.01 What Is A Recurrent Neural Network-1 (4:58)
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Start13.02 Prepare Data For A Recurrent Neural Network-2 (7:25)
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Start13.03 Shuffle And Batch Data-3 (2:43)
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Start13.04 Build A Recurrent Neural Network-4 (7:42)
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Start13.05 Calculate Accuracy And Loss-5 (4:53)
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Start13.06 Optimize The Neural Network-6 (5:08)
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Start13.07 Train A Recurrent Neural Network-7 (6:09)
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StartSource Files
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Start14.01 What Is A Dynamic Neural Network-1 (6:09)
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Start14.02 Generate Sample Data-2 (13:39)
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Start14.03 Shuffle And Batch Data-3 (4:23)
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Start14.04 Build A Dynamic Neural Network-4 (7:34)
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Start14.05 Calculate Accuracy And Loss-5 (5:15)
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Start14.06 Optimize The Neural Network-6 (7:29)
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Start14.07 Train A Dynamic Neural Network-7 (11:55)
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StartSource Files
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Start15.01 What Is A Bi-directional Neural Network-1 (5:46)
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Start15.02 Prepare Data For A Bi-directional Neural Network-2 (8:54)
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Start15.03 Build A Bi-directional Neural Network-3 (8:43)
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Start15.04 Calculate Accuracy And Loss-4 (5:51)
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Start15.05 Optimize The Bi-directional Rnn-5 (5:29)
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Start15.06 Train A Recurrent Neural Network-6 (6:44)
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StartSource Files
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Start17.01 What Is An Auto-encoder-1 (4:44)
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Start17.02 Prepare Data For An Auto-encoder-2 (10:23)
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Start17.03 Build Weights And Biases-3 (6:40)
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Start17.04 Build Encoder And Decoder-4 (6:00)
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Start17.05 Optimize The Auto-encoder-5 (7:48)
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Start17.06 Train The Auto-encoder-6 (5:36)
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Start17.07 Visualize Reconstructed Images-7 (14:15)
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StartSource Files
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Start18.04a How Do You Build A Discriminator-1 (8:22)
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Start18.04b Build A Discriminator-2 (11:39)
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Start18.05 Calculate Losses-3 (6:47)
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Start18.06 Optimize The Deep Convolutional Generative Adversarial Network-4 (12:26)
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Start18.07 Train The Deep Convolutional Generative Adversarial Network-5 (10:55)
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Start18.08 Visualize Test Results-6 (8:42)
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StartSource Files
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Start01 Downsample Images-1 (3:58)
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Start02 Upsample Images-2 (4:35)
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Start03 Build A Downstack-3 (3:20)
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Start04 Build An Upstack-4 (3:02)
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Start05 Build More Layers For The Generator-5 (3:31)
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Start06 Downsample Through The Downstack-6 (1:49)
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Start07 Upsample Through The Upstack-7 (3:36)
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Start08 Visualize The Generator-8 (2:50)
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StartSource Files
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Start01 What Is A Generative Neural Network (7:26)
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Start02 What Is A Convolutional Neural Network (7:04)
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Start03 How To Build A Convolutional Neural Network (14:04)
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Start04 How To Build A Dense Layer (2:42)
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Start05 How To Build A Batch Normalization Layer (1:52)
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Start06 Leaky Relu Activation Function (6:04)
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Start07 Transposed Convolution Layer (5:17)
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Start08 Hyperbolic Tangent (Tanh) Activation Function (2:59)
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StartSource Files
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Start00 Style Transfer Project Overview (5:36)
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Start01 Load The Model (4:57)
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Start02 Load Images (6:53)
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Start03 Reformat Image For Machine Learning (7:03)
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Start04 Load Original And Style Images (6:27)
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Start05 Display Processed Images (10:58)
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Start06 Extract Image Features (6:58)
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Start07 Calculate The Style Representation (6:01)
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Start08 Optimize The Model (5:27)
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Start09 Use Machine Learning To Transfer Image Style (13:54)
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StartSource Files
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Start01 Load And Process Image (7:14)
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Start02 Build A Training Dataset (6:49)
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Start03 Visualize Training Dataset (5:35)
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Start04 Build A Testing Dataset (4:04)
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Start05 Build A Neural Network (7:24)
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Start06 Train The Neural Network (4:39)
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Start07 Visualize Image Approximation Results (5:14)
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StartSource Files
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Start00a What Is Deep Learning-1 (6:08)
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Start00b What Is A Neural Network-2 (8:06)
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Start01 Build A Perceptron-3 (13:25)
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Start02 Build A Sigmoid Function-4 (8:01)
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Start03 Build A Sigmoid Perceptron-5 (7:34)
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Start04 Build A Relu Activation Function-6 (7:12)
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Start05 Build A Leaky Relu Activation Function-7 (6:09)
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StartSource Files