jayadeepshitole's repositories
educativeio
Codes for educative.io
test_repo
Just testing some things out!
awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
Beyond-LeetCode-SQL
Analysis of SQL Leetcode and classic interview questions. Common pitfalls, anti-patterns and handy tricks are discussed. Sample databases are provided.
ipython-books
IPython Cookbook, Second Edition (2018)
jekyll-now
Build a Jekyll blog in minutes, without touching the command line.
TensorFlow-Tutorials
TensorFlow Tutorials with YouTube Videos
christophm.github.io
My personal website
fastai
The fast.ai deep learning library, lessons, and tutorials
a-2017
Public Repository for cs109a, 2017 edition
ThinkStats2
Text and supporting code for Think Stats, 2nd Edition
data-science-interview-questions-and-answers
Data science interview questions with answers. Not ideally (yet)
120-Data-Science-Interview-Questions
Answers to 120 commonly asked data science interview questions.
neuralnetworksanddeeplearning
Codes based on Michael Nielson's online book - http://neuralnetworksanddeeplearning.com
2018-cs109b
Harvard CS109b Public Repository
benchm-ml
A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).
probability_cheatsheet
A comprehensive 10-page probability cheatsheet that covers a semester's worth of introduction to probability.
minibook-2nd-code
Code of the IPython Minibook, 2nd edition (2015)
data-science-primer
A set of self paced resources for anyone looking to get into data science. The materials assume an absolute beginner and are intended to prepare students for the Galvanize Data Science interview process: http://www.galvanize.com/courses/data-science/
python-deliberate-practice
Deliberate Practice for Learning Python
TakeHomeDataChallenges
My solution to the book <A collection of Data Science Take-home Challenges>
Uber-DS-Challenge
Uber provided Data Science take home
cracking-the-data-science-interview
Resources for Oreilly's "Cracking the Data Science Interview" video series.