pradeepsinngh/Data-Science-101

Notes and tutorials on how to use python, pandas, seaborn, numpy, matplotlib, scipy for data science.

Data Science 101 - Tutorials + Notes

I've been working on data science projects quite a bit lately, and figured I'd share my notes and make some short tutorials on the most important and helpful library in Python for data science. So, here I'm. :)

1. Pandas Tutorial
2. Seaborn Tutorial
3. NumPy Tutorial
4. Python Tutorial

Hopefully it's helpful for you!

Lots of Other Great Tutorials

• http://pandas.pydata.org/pandas-docs/stable/10min.html
• https://www.datacamp.com/community/tutorials/pandas-tutorial-dataframe-python
• http://www.gregreda.com/2013/10/26/intro-to-pandas-data-structures/
• https://www.dataquest.io/blog/pandas-python-tutorial/
• https://drive.google.com/file/d/0ByIrJAE4KMTtTUtiVExiUGVkRkE/view
• https://www.youtube.com/playlist?list=PL5-da3qGB5ICCsgW1MxlZ0Hq8LL5U3u9y
• https://seaborn.pydata.org/
• https://www.datacamp.com/community/tutorials/seaborn-python-tutorial

Comments

P.S. Feel free to drop any suggestions/comments at pradeepsingh7890@live.com. You can find me at pradeepsingh.xyz OR LinedkIn