Data Mining with Python and NumPy - Build a Video Recommender System
Learn how to build a video recommender through Data Mining with Python and NumPy
Welcome to the Data Mining with Python and NumPy course! In this dynamic and hands-on program, you will discover the fascinating world of data mining and learn how to build a powerful video recommender system using Python and NumPy.
Data mining is the process of extracting valuable insights and patterns from large datasets. In this course, you will dive deep into the principles and techniques of data mining, focusing specifically on building a video recommender system. You will learn how to collect, preprocess, and analyze data to uncover meaningful patterns and correlations.
Using Python and NumPy, you will explore various data mining algorithms and implement them to create a robust video recommender system. You will understand the concepts of collaborative filtering, content-based filtering, and hybrid approaches, and apply them to generate personalized recommendations based on user preferences and item characteristics.
Throughout the course, you will work on practical exercises and projects, allowing you to apply your newfound knowledge and skills in a real-world context. By the end of the program, you will have a solid understanding of data mining techniques, as well as the ability to build a sophisticated video recommender system.
Don't miss out on this opportunity to unlock the power of data mining and enhance your skills in Python and NumPy. Enroll now and start your journey towards becoming a proficient data miner and recommender system 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 Harvardโs 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)