Description
Building Recommender Systems with Machine Learning and AI , is the name of the video training series on how to design and implement recommender engines. In fact, in this training course, you will learn how to design and implement such a system with the help of machine learning and artificial intelligence. Recommender engines are programs that are able to show you what you like by analyzing different algorithms. The course in front of you offers you training from basic to advanced level.
The technology mentioned earlier has been used in many well-known softwares in the world today. Also, having minimal programming experience, especially the Python language, can help you learn better. It should be noted that at the beginning of this training course, an introduction to the Python language is given. At the end of this course and by learning the concepts and skills taught, you can produce recommender engines for yourself.
Items taught in this course:
- Learn how to build a recommender engine from scratch
- Understand how to filter content using item properties
- Learning methods based on modeling including matrix factorization and SVD
- Learning how to apply machine learning and artificial intelligence
- Real-world challenges and solutions that will level up your skills
- Combining many recommendation algorithms together in a hybrid and ensemble approach
- And…
Course details:
- English language
- Duration: 10 hours and 6 minutes
- Number of courses: 118
- Education level: introductory to advanced
- Instructor: TSundog Education by Frank Kane Frank Kane
- File format: mp4
Headlines of the course in 2022/6
Building Recommender Systems with Machine Learning and AI course prerequisite
Building Recommender Systems with Machine Learning and AI Requirements
- A Windows, Mac, or Linux PC with at least 3GB of free disk space.
- Some experience with a programming or scripting language (preferably Python)
- Some computer science background, and an ability to understand new algorithms.
Pictures
Sample video of Building Recommender Systems with Machine Learning
Installation guide
After extracting, watch with your favorite player.
English subtitle
Quality: 720p
Changes:
The 2020/11 version has increased the number of 8 lessons and the duration of 51 minutes compared to 2019/5.
download link
Password file(s): www.downloadly.ir
Size
3.83 GB
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