In my journey of AI,Online Learning has played a vital role in knowledge boosting and developing new skills.Hence sharing some of awesome tutorial,blogs and weblinks which are useful for any data science enthusiast.
Datasets
Python
- Learn Python Basic Part I
- Learn Python Basic Part II
- Python Documentation is Awesome
- My Personal Best Videos on Youtube
- Learn Python with Kaggle
- Hands on Python with Code Academy
- Python Cheat Sheet
Statistics
Data Engineering
- Exploratory Data Analysis Basics
- Pandas and Numpy Cheat Sheet
- Data Visualizations Hacks
- Pandas Techniques
- Tips for EDA in Pandas
- Feature Engineering Guide
Machine Learning
- Innovative Explanation of Machine Learning
- Machine learning Algorithm Touch point
- Machine Learning Cheat Sheet
- Basic of ML Algos
- Machine Learning Tutorials
- Deploy Machine Learning Models in Production
- Ml with Python and R
- Amazing ML Projects
- One Stop for ML Repo
- Machine Algorithms Cheat Sheet
- Must Read Ebook for Machine learning
Deep Learning
- Deep Learning Core Concepts
- Deep Learning with Python
- Deep Learning in Nutshell
- DL Tutorials for Beginners
- Collection of DL lecture Videos
Reinforcement Learning
GitHub
Conclusion : The links provided are key differentiator in understanding of ML/DL.I will keep updating these sections with more materials.