Python Chatbot Bootcamp w/ Pandas, NumPy and SciKit (Natural Language Processing - Build 2 Chatbots)
Learn how to snag the most in demand role in the tech field today!
Welcome to the Python Chatbot Bootcamp with Pandas, NumPy, and SciKit! In this comprehensive course, you will dive into the world of Natural Language Processing (NLP) and learn how to build two powerful chatbots using Python.
Chatbots are rapidly becoming essential in various industries, and being proficient in building them can open doors to exciting career opportunities. This course will equip you with the necessary skills and knowledge to excel in this in-demand field.
Throughout the course, you will learn the fundamentals of NLP and gain a solid understanding of how chatbots work. You will explore different techniques for text processing and feature extraction using Pandas and NumPy libraries. These skills will enable you to effectively preprocess and analyze textual data for building intelligent chatbots.
You will also delve into the world of machine learning with the SciKit library. You will learn how to train and fine-tune models to generate responses and understand user intents. The course will cover key concepts such as sentiment analysis, named entity recognition, and text classification, empowering you to create chatbots that can understand and respond intelligently to user inputs.
By the end of this bootcamp, you will have built two sophisticated chatbots that are capable of engaging in natural conversations and providing meaningful responses. You will have gained hands-on experience in NLP, data preprocessing, machine learning, and chatbot development.
Whether you're a beginner or an experienced Python developer, this course will take you on a journey to master NLP and build chatbots that can understand and interact with users effectively. Join us now and embark on your path to becoming a skilled chatbot developer!
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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Start00. Intro To Course And Python (9:57)
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Start01. Variables (19:19)
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Start02. Type Conversion Examples (10:06)
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Start03. Operators (28:54)
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Start04. Collections (8:24)
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Start05. List Examples (19:41)
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Start06. Tuples Examples (8:36)
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Start07. Dictionaries Examples (14:26)
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Start08. Ranges Examples (8:32)
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Start09. Conditionals (6:43)
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Start10. If Statement Examples (21:32)
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Start11. Loops (29:42)
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Start12. Functions (17:01)
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Start13. Parameters And Return Values Examples (13:54)
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Start14. Classes And Objects (34:11)
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Start15. Inheritance Examples (17:29)
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Start16. Static Members Examples (11:05)
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Start17. Summary And Outro (4:08)