Develop your own Python recommender system using Machine Learning
☑ Crawl pages for data (Data mining)
☑ Implement and use recommendation algorithms
☑ Understand how popular services such as Facebook, Instragram and Amazon recommend items to their users.
Interested in machine learning or do you just want to make a recommender system on your own? Then this course is all you need! You will learn how to crawl data(data mining), setup a database for storing data and then use this data to recommend items to the users within your system.
English
Language
Introduction
Introduction
Data source
setup localhost
Setup MySql (Database)
Download MySql workbench
Quick intro to databases
Database Quiz
Creating our Schema and tables
Insert and request data to test our Schema
Data/website Crawler
Install Python 3.5+
Regular Expressions
User and Item Crawler
Save items and Users in database
Rating Crawler
Save Ratings in database
Are you ready to move on?
Python Recommender
Intro to the Recommender Framework
Implementing the Recommender
Recommend based on crawled data