Udemy - Building real world books recommendation engine with Python

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name:	Udemy - Building real world books recommendation engine with Python
说明: Description Course Description Learn to build recommendation engine with Collaborative filtering and popular programming language Python. Build a strong foundation in Recommendation Systems with this tutorial for beginners. Understanding of recommendation systems Leverage Collaborative filtering to classify documents User Jupyter Notebook for programming Use singular value decomposition (SVD) for recommendation engine A Powerful Skill at Your Fingertips Learning the fundamentals of recommendation system puts a powerful and very useful tool at your fingertips. Python and Jupyter are free, easy to learn, has excellent documentation. Jobs in recommendation systems area are plentiful, and being able to learn Collaborative filtering and SVD will give you a strong edge. Recommendation Systems ares becoming very popular. Amazon, Walmart, Google eCommerce websites are few famous example of recommendation systems in action. Recommendation Systems are vital in information retrieval, upselling and cross selling of products. Learning Collaborative filtering with SVD will help you become a recommendation system developer which is in high demand. Big companies like Google, Facebook, Microsoft, AirBnB and Linked In already using recommendation systens with item based collaborative in information retrieval and social platforms. They claimed that using recommendation systems has boosted productivity of entire company significantly. Content and Overview This course teaches you on how to build recommendation systems using open source Python and Jupyter framework. You will work along with me step by step to build following answers Introduction to recommendation systems. Introduction to Collaborative filtering Build an jupyter notebook step by step using item based collaborative filtering Build a real world web application to recommend books What am I going to get from this course? Learn recommendations systems and build real world books recommendation engine from professional trainer from your own desk. Over 10 lectures teaching you how to build real world recommendation systems Suitable for beginner programmers and ideal for users who learn faster when shown. Visual training method, offering users increased retention and accelerated learning. Breaks even the most complex applications down into simplistic steps. Offers challenges to students to enable reinforcement of concepts. Also solutions are described to validate the challenges. Note: Please note that I am using short documents in this example to illustrate concepts. You can use same code for longer documents as well. Who this course is for: Beginner python developer who are curious to learn about how to apply collaborative filtering to solve real world problems. Requirements Students will need to know Python 3 before starting this course Last Updated 12/2019
YouTube 视频:
类别:	Tutorials
语言:	English
总大小:	863.15 MB
哈希信息:	9CFB3D1CEF7A76356EF0006A231463F948CC9737
增加:	tutsnode
加入的日期:	2020-11-30 15:45:28
洪流地位:	Torrent Verified

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文件列表:

文件	大小
TutsNode.com.txt	63.00 B
[TGx]Downloaded from torrentgalaxy.to .txt	585.00 B
[TutsNode.com] - Building real world books recommendation engine with Python/1. Introduction/1. Introduction.mp4	42.06 MB
[TutsNode.com] - Building real world books recommendation engine with Python/1. Introduction/1. Introduction.srt	6.10 kB
[TutsNode.com] - Building real world books recommendation engine with Python/1. Introduction/2. Course Outline.mp4	12.28 MB
[TutsNode.com] - Building real world books recommendation engine with Python/1. Introduction/2. Course Outline.srt	2.77 kB
[TutsNode.com] - Building real world books recommendation engine with Python/1. Introduction/3. What are recommendation systems.mp4	138.23 MB
[TutsNode.com] - Building real world books recommendation engine with Python/1. Introduction/3. What are recommendation systems.srt	17.17 kB
[TutsNode.com] - Building real world books recommendation engine with Python/1. Introduction/4. About Author.mp4	71.91 MB
[TutsNode.com] - Building real world books recommendation engine with Python/1. Introduction/4. About Author.srt	8.03 kB
[TutsNode.com] - Building real world books recommendation engine with Python/2. Set Up/1. Install Python.mp4	29.85 MB
[TutsNode.com] - Building real world books recommendation engine with Python/2. Set Up/1. Install Python.srt	2.20 kB
[TutsNode.com] - Building real world books recommendation engine with Python/2. Set Up/2. Install Anaconda.mp4	36.19 MB
[TutsNode.com] - Building real world books recommendation engine with Python/2. Set Up/2. Install Anaconda.srt	5.38 kB
[TutsNode.com] - Building real world books recommendation engine with Python/3. Experimentation/1. Getting Books Data.mp4	115.02 MB
[TutsNode.com] - Building real world books recommendation engine with Python/3. Experimentation/1. Getting Books Data.srt	19.69 kB
[TutsNode.com] - Building real world books recommendation engine with Python/3. Experimentation/1.1 All code for this course is available at URL below.html	143.00 B
[TutsNode.com] - Building real world books recommendation engine with Python/3. Experimentation/1.2 resources.txt	139.00 B
[TutsNode.com] - Building real world books recommendation engine with Python/3. Experimentation/2. Cross Tab.mp4	63.23 MB
[TutsNode.com] - Building real world books recommendation engine with Python/3. Experimentation/2. Cross Tab.srt	15.99 kB
[TutsNode.com] - Building real world books recommendation engine with Python/3. Experimentation/3. Understanding SVD.mp4	107.50 MB
[TutsNode.com] - Building real world books recommendation engine with Python/3. Experimentation/3. Understanding SVD.srt	24.65 kB
[TutsNode.com] - Building real world books recommendation engine with Python/3. Experimentation/4. Recommending similar books.mp4	106.82 MB
[TutsNode.com] - Building real world books recommendation engine with Python/3. Experimentation/4. Recommending similar books.srt	22.05 kB
[TutsNode.com] - Building real world books recommendation engine with Python/4. Web Application/1. Buidling WebApp.mp4	133.38 MB
[TutsNode.com] - Building real world books recommendation engine with Python/4. Web Application/1. Buidling WebApp.srt	20.68 kB
[TutsNode.com] - Building real world books recommendation engine with Python/4. Web Application/2. Next Steps.mp4	6.53 MB
[TutsNode.com] - Building real world books recommendation engine with Python/4. Web Application/2. Next Steps.srt	3.55 kB

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Udemy - Building real world books recommendation engine with Python