The Ultimate Beginners Guide to Python Recommender Systems

Category: Tutorial

Tag: Database/SQL


Posted on 2021-07-13, by nokia241186.

Description


951ea6231e43494614b9a8924e82b3b0.jpeg
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 29 lectures (3h 52m) | Size: 1 GB

Use collaborative filtering to recommend movies to users! Implementations step by step from scratch!



What you'll learn:
Understand the basics about recommender systems
Understand the theory and mathematical calculations of collaborative filtering
Implement user-based collaborative filtering and item-based collaborative filtering step by step in Python
Use the following libraries for recommender systems: LibRecommender and Surprise
Use the MovieLens dataset to generate movie recommendations for users

Requirements
Programming logic
Basic Python programming

Description
Recommender systems are a hot topic in ​​Artificial Intelligence and are widely used for a lot of companies. They are everywhere recommending movies, music, videos, products, services, and so on. For example, when you finish watching a movie on Netflix, other movies you might like are indicated for you. This is the classic example of a recommender system!

In this course, you will learn in theory and practice how recommender systems work! You will implement an algorithm based on the collaborative filtering technique applied to movie recommendations (user-based filtering and item-based filtering). We are going to use a small dataset to test all mathematical calculations. Then, we will test our algorithm using the famous MovieLens dataset, which has more than 100.000 instances. At the end of the course (after implementing the algorithm from scratch), you will learn how to use two pre-built libraries: LibRecommender and Surprise!

What makes this course unique is that you will implement step by step from scratch in Python, learning all mathematical calculations. This can be considered the first course on recommender systems, so, if you have never heard about how to implement them, at the end you will have all the theoretical and practical background to develop some simple projects and also take more advanced courses. See you in class!

Who this course is for
People interested in recommender systems
Students who are studying subjects related to Artificial Intelligence
Data Scientists who want to increase their knowledge in recommender systems
Professionals interested in developing recommender systems
Beginners who are starting to learn recommender systems
Homepage
https://www.udemy.com/course/the-ultimate-beginners-guide-to-python-recommender-systems

Screenshots

d2a1d7d7a5509dddd7a4ba26fa578abb.jpeg
DOWNLOAD
(Buy premium account for maximum speed and resuming ability)





Sponsored High Speed Downloads
9226 dl's @ 3663 KB/s
Download Now [Full Version]
9077 dl's @ 2829 KB/s
Download Link 1 - Fast Download
6812 dl's @ 3989 KB/s
Download Mirror - Direct Download



Search More...
The Ultimate Beginners Guide to Python Recommender Systems

Search free ebooks in ebookee.com!


Related Archive Books

Archive Books related to "The Ultimate Beginners Guide to Python Recommender Systems":



Links
Download this book

No active download links here?
Please check the description for download links if any or do a search to find alternative books.


Related Books

  1. Ebooks list page : 48467
  2. 2021-07-05The Ultimate Beginners Guide to Python Recommender Systems
  3. 2021-07-05Udemy - The Ultimate Beginners Guide to Python Recommender Systems
  4. 2020-01-12Python 3: The Ultimate Beginners Guide for Python 3 Programming
  5. 2018-01-19[PDF] Python 3: The Ultimate Beginners Guide for Python 3 Programming
  6. 2021-09-23Udemy - The Ultimate Beginners Guide to Genetic Algorithms In Python
  7. 2021-04-17Python For Data Analysis The Ultimate Beginners Guide To Learn Programming In Python
  8. 2021-02-26Python Programming: The Ultimate Beginners Guide to Learn Python Machine Learning Step by Step
  9. 2020-08-23PYTHON FOR DATA SCIENCE - The Ultimate Beginners' Guide
  10. 2020-05-03Python: The Ultimate Beginners Guide
  11. 2020-02-18Hacking with Python: The Ultimate Beginners Guide
  12. 2020-01-09Python Programming: The Ultimate Beginners Guide to the Python Programming Language
  13. 2019-09-07PYTHON FOR DATA SCIENCE: The Ultimate Beginners' Guide to Learning Python Data Science Step by Step
  14. 2019-01-15Python The Ultimate Beginners Guide to Learn and Understand Python Programming
  15. 2019-01-08Python The Ultimate Beginners Guide to Learn and Understand Python Programming
  16. 2018-01-17[PDF] Hacking with Python: The Ultimate Beginners Guide
  17. 2017-11-26[PDF] Python: The Ultimate Beginners Guide
  18. 2017-11-26[PDF] Python: The Ultimate Beginners Guide (Python, Python Programming, Python For Beginners, Python Language)
  19. 2017-10-09Hacking University; Junior Edition. Learn Python Computer Programming from Scratch: Become a Python Zero to Hero. The Ultimate Beginners Guide in Mastering ... Freedom and Data Driven series Book 3)
  20. 2021-10-06The Ultimate Beginners Guide To Game Development With Roblox

Comments

No comments for "The Ultimate Beginners Guide to Python Recommender Systems".


    Add Your Comments
    1. Download links and password may be in the description section, read description carefully!
    2. Do a search to find mirrors if no download links or dead links.
    Back to Top