7 Beginner Python Projects [With Full Source Code And Walkthroughs] 

We'll walk through 7 python data science projects that are good for beginners. All of these projects will come with full code and links to video walkthroughs.
All of these projects use python and Jupyter, so you can easily follow along and build them. In the projects, we'll use skills like web scraping, data analysis, data cleaning, data visualization, and machine learning.
All the projects are in depth enough to use in your portfolio, and come with next steps so you can keep building them on your own.
Chapters
00:00 Intro
01:37 Recommend books
03:54 Forecast the weather
05:51 Predict the NBA MVP
07:30 Recommend movies
09:26 Predict football winners
11:02 Classify dog breeds
12:16 Predict the stock market
13:42 Conclusion
The projects
1. Recommend books
- Video Walkthrough Part 1 - • Build A Book Recommend...
- Video Walkthrough Part 2 - • Book Recommendations W...
- Code: github.com/dataquestio/projec...
2. Forecast the weather
- Video Walkthrough: • Predict The Weather wi...
- Code: github.com/dataquestio/projec...
3. Predict the NBA MVP
- Video Walkthrough Part 1: • Web Scraping NBA Stats...
- Video Walkthrough Part 2: • Cleaning NBA Stats Dat...
- Video Walkthrough Part 3: • Predicting the NBA MVP...
- Code: github.com/dataquestio/projec...
4. Recommend movies
- Video Walkthrough: • Movie Recommendation S...
- Code: github.com/dataquestio/projec...
5. Predict football winners
- Video Walkthrough Part 1: • Web Scraping Football ...
- Video Walkthrough Part 2: • Predict Football Match...
- Code: github.com/dataquestio/projec...
6. Classify dog breeds
- Video Walkthrough: • Image Classification W...
- Code: github.com/dataquestio/projec...
7. Predict the stock market
- Video Walkthrough: • Predict The Stock Mark...
- Code: github.com/dataquestio/projec...
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