Interesting www pages

Courses

1. For beginners in data science
2. Python Tutorial for Beginners
3. Python Object-Oriented Programming (OOP) - For Beginners
4. The Hundred-Page Machine Learning Book by Andriy Bukov
5. Deep - mind educational
6. Kubernetes Tutorial
7. Kubernetes Crash Course for Absolute Beginners

Software

1. Github
2. Git-documentation
3. www.python.org
4. PyPI python libraries
5. Anaconda
6. Docker

Python packages for data analysis

1. NumPy
2. SciPy
3. Pandas
4. Scikit-learn
5. Jupyter
6. Matplotlib
7. Beautiful Soup
8. Theano
9. Keras
10. TensorFlow
11. Virtual ENV

Text and code editors

1. Notepad++
2. Sublime Text
3. Visual Studio Code

Markdown

1. MD

Jupyter notebook

1. Notebooks gallery
2. Intro
3. Kernels
4. Bringing the best out of jupyter for data science
5. Jupyter extensions
6. I don’t like notebooks
7. Jupyterlab
8. Speed up jupyter notebook

Data Transformations

1. data cookbook

Data sets

• Internet Archive
• Reddit
• KDnuggets
• Kaggle
• List of datasets for machine learning research
• UCI Machine Learning Repo
• Public API
• Google Dataset Search

Python

1. Chris Albon Technical Notes on Using Data Science & AI
2. 40+ Python Statistics For Data Science Resources
3. Practical Business Python

Machine Learning course

1. Machine Learning - Andrew Ng, Stanford