README.md

pythonrd

Python , Pandas, Scikit Machine learning Research and Development Intent here is to generate snippets of code and how to's.

Python Basics

Topic	Links
Dictionaries	http://introtopython.org/dictionaries.html#Lists-in-a-dictionary
Modules and Packages	http://chimera.labs.oreilly.com/books/1230000000393/ch10.html
Coding Styles	https://www.python.org/dev/peps/pep-0008/
Continuous Education	https://www.podcastinit.com https://talkpython.fm ultimate-list-of-python-podcasts Transforming Code into Beautiful, Idiomatic Python
Classes	Google Python Classes

Pandas

Topic	Links
Snippets	bsweger: Pandas Snippets Pandas VS SQL ( Pandas Documentation) Linkedin Pandas vs SQl
People / Blogs to follow	Chris Albon Pratical Business Python
Misc	https://www.dataquest.io/blog/settingwithcopywarning/ https://github.com/NARKOZ/hacker-scripts
Books	Python Data Science Handbook

Visualizations

Topic	Links
Matplotlib	https://python-graph-gallery.com/ https://sebastianraschka.com/notebooks/python-notebooks.html#matplotlib
Boekh
Ploty

###Education Google Class : Learn Tensor Flow and Deep learning without a PHD

Data Sets

Public Data Sets

Links to read

• https://mapr.com/blog/demystifying-ai-ml-dl/
• [http://www.deeplearningbook.org/]( Free Deep Learning Book)
• [Space, Time and Groceries Python Visualization](https://tech.instacart.com/space-time-and-groceries-a315925acf3a?imm_mid=0f40b1&gi=ff1354ba248c)
• [Python 100 AlgorithmsJupyter Notebook](https://github.com/coells/100days)
• [architecture-of-giants-data-stacks-at-facebook-netflix-airbnb-and-pinterest](https://blog.keen.io/architecture-of-giants-data-stacks-at-facebook-netflix-airbnb-and-pinterest-9b7cd881af54?imm_mid=0f1550)
• https://www.datasciencecentral.com/profiles/blogs/neural-networks-for-machine-learning
• https://hbr.org/2017/01/what-the-companies-on-the-right-side-of-the-digital-business-divide-have-in-common
• https://homes.cs.washington.edu/~pedrod/papers/cacm12.pdf
• https://github.com/vinta/awesome-python#data-analysis
• https://github.com/CS480EmployeeScheduling/Employee-Scheduler

Reference : Markdown Cheat Sheet