Currently Learning:
2020
Technical Books
Other Books
Courses
List of Interesting Papers
List of Interesting Articles
2019
Technical Books
Other Books
Courses
- Amazon SageMaker: Simplifying Machine Learning Application Development on edX
List of Interesting Papers
List of Interesting Articles
2018
Courses
- SQL Basics by Vertablo Academy
- Operating on Data in SQL by Vertablo Academy
- Creating Tables in SQL by Vertablo Academy
- Neural Networks and Deep Learning by deeplearning.ai on Coursera
- Introduction to Linux LFS101x by Linux Foundation on edX
Books
- Introduction to Statistical Learning by Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirani
- From Python to Numpy by Nicolas P. Rougier - http://www.labri.fr/perso/nrougier/from-python-to-numpy/
- Statistical Inference 2nd edition by Casella and Berger
- Applied Regression Analysis, 3rd Edition by Norman R. Draper, Harry Smith
- Categorical Data Analysis 3rd Edition by Alan Agresti
- Practical Statistics for Data Scientists by Peter Bruce, Andrew Bruce
- Natural Language Processing with Python Book by Edward Loper, Ewan Klein, and Steven Bird
- The Elements of Statistical Learning Book by Jerome H. Friedman, Robert Tibshirani, and Trevor Hastie
- Sams Teach Yourself SQL in 24 Hours
- SQL Puzzles & Answers 2nd Edition by Joe Celko
- All of Statistics: A Concise Course in Statistical Inference by Larry Wasserman
List of Interesting Papers
2017
Courses
Books
- R Programming for Data Science
- Linear Algebra and its Applications by Prof. Gilbert Strang, Fourth Edition
- Support Vector Machine Succinctly by Alexandre Kowalczyk
- Schaum’s Linear Algebra
- Schaum’s Advanced Calculus
- Single and Multivariate Calculus by Hughes-Hallett Gleason McCallum et al
- A First Course in Probability by Sheldon Ross
- Statistics and Data Analysis: From Elementary to Intermediate by Ajit C. Tamhane and Dorothy D. Dunlop
- Programming Hive
2016
Courses
Books