Collection of leetcode company tag problems. Periodically updating.

A pattern-based approach for learning technical interview questions

Interview Preparation material for Senior Software Engineer - Android role

A Pytorch Implementation of Neural Turing Machine on various tasks. (Sine Wave Regeneration , Copy Task and Language Translation)

Compilation of resources for aspiring data scientists

Methods of data exploration and visualization using Python.

This is the code for Data Visualizaton - Data Lit #4 by Siraj Raval on Youtube

Natural Language Processing Papers

LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data

fast.ai Courses

Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library

Codes and experiments while learning and exploring deep learning for personal curiosity by doing online courses, personal projects and work.

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

Demo of running NNs across different frameworks

A topic-centric list of HQ open datasets.

These are the tips for "5 Steps to Pass Data Science Interviews" By Siraj Raval on Youtube

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

Using consecutive (greedy) gridsearch with cross validation to tune xgboost hyperparameters in python.

A curated awesome list of lists of interview questions. Feel free to contribute! 🎓

Pypl

Code repo for the book "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari, O'Reilly 2018

NLTK Source