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120-data-science-interview-questions

Answers to 120 commonly asked data science interview questions.

absadatasets

Public & Community-shared datasets for Aspect-based sentiment analysis and Text Classification

assignment

awesome-project-ideas

Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

best_ai_papers_2021

A curated list of the latest breakthroughs in AI (in 2021) by release date with a clear video explanation, link to a more in-depth article, and code.

blackjack-card-game

complete-python-bootcamp

Udemy Course - Complete Python Bootcamp - Jose Portilla

computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

concrete_nlp_tutorial

An NLP workshop about concrete solutions to real problems

cookbook

The Data Engineering Cookbook

course-nlp

A Code-First Introduction to NLP course

course-v3

The 3rd edition of course.fast.ai

cufflinks

Productivity Tools for Plotly + Pandas

data-science

:bar_chart: Path to a free self-taught education in Data Science!

data-science-1

Collection of useful data science topics along with code and articles

data-science-interviews

Data science interview questions and answers

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deep-learning-papers-reading-roadmap

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

deep-learning-roadmap

:satellite: All You Need to Know About Deep Learning - A kick-starter

deep_qa

A deep NLP library, based on Keras / tf, focused on question answering (but useful for other NLP too)

deeplearning.ai-natural-language-processing-specialization

This repository contains my full work and notes on Coursera's NLP Specialization (Natural Language Processing) taught by the instructor Younes Bensouda Mourri and Łukasz Kaiser offered by deeplearning.ai

demo

Readme.md

developer-roadmap

Roadmap to becoming a web developer in 2019

drug-ner-and-interaction-extraction

Two moduels to perform Named Entity Recognition and Relation extraction on the drugbank and medline corpuses for the Semeval 2013 challenge.

ds-career-resources

Compilation of resources and insights that helped me on my journey to data scientist

fastbook

Draft of the fastai book

feature-engineering-book

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

financial-demo

A demo for a financial services bot