Welcome! in this building recommender system with machine learning & AI best course, who want to learn machine learning and AI, learn how to Amazon, flip-kart, showing recommender product with machine learning and AI you can learn everything in this machine learning & AI build own recommender system tutorials for free but before download course you must be read following topics..
Machine Learning & AI Build Own Recommender System Tutorials For Free
What you will learn in the course:
- Apply user based and item based collaborative filtering to recommend items to users,
- Create recommendations using deep learning at massive, Boltzmann Machines,Build a framework for testing and evaluating recommendation algorithms with Python,
- Apply the right measurements of a recommender system’s success,
- Apply real world learning from Netflix and YouTube to your own recommendation projects,
- Solve the “cold start” problem with content-based recommendations,
- Understand solutions to common issues with large-scale recommender systems,
Course content short overview:
- Introduction to Python
- Evaluating Recommender Systems
- A Recommender Engine Framework
- Content-Based Filtering
- Neighborhood-Based Collaborative Filtering
- Matrix Factorization Methods
- Deep Learning for Recommender System
- Real World Challenges of Recommender Systems
- Hybrid Approaches
Requirements for the course:
- A Windows, Mac, or Linux PC with at least 3GB of free disk space,
- Some experience with a programming or scripting language like python,
- Some computer science background and an ability to understand new algorithms.
We Covered Following Topics:
- Building a recommendation engine
- Evaluating recommender systems
- Session-based recommendations with recursive neural networks
- Case studies from YouTube and Netflix
- Who is the target audience for the course?
- Software developers interested in applying machine learning and deep learning to product or content recommendations
- Engineers working at, or interested in working at larger-commerce or web companies
- Computer Scientists interested in the latest recommender system theory and research
Now! you can download machine learning & AI build own recommender system tutorials for free by clicking below, If you have a any question so! please comment now!
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