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120-data-science-interview-questions

Answers to 120 commonly asked data science interview questions.

120-ds-interview-questions

My Answer to 120 Data Science Interview Questions

a-to-z-resources-for-students

✅ Curated list of resources for college students

ab_test

Advanced A/B Testing Workshop

abito

Python package for hypothesis testing. Suitable for using in A/B-testing software

adanet

Fast and flexible AutoML with learning guarantees.

autokeras

Accessible AutoML for deep learning.

awesome-causality-algorithms

An index of algorithms for learning causality with data

awesome-courses

:books: List of awesome university courses for learning Computer Science!

awesome-cs-books

经典编程书籍大全，涵盖：计算机系统与网络、系统架构、算法与数据结构、前端开发、后端开发、移动开发、数据库、测试、项目与团队、程序员职业修炼、求职面试等

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

aws-research-workshops

This repo provides a managed SageMaker jupyter notebook with a number of notebooks for hands on workshops in data lakes, AI/ML, Batch, IoT, and Genomics.

banditsbook

Code for my book on Multi-Armed Bandit Algorithms

bayesab

🐢 bayesAB: Fast Bayesian Methods for A/B Testing

bert

TensorFlow code and pre-trained models for BERT

beyond-leetcode-sql

Analysis of SQL Leetcode and classic interview questions. Common pitfalls, anti-patterns and handy tricks are discussed. Sample databases are provided.

bite-sized-machine-learning

Simple example to illustrate machine learning concept

bootstrap_in_python

bootstrap_in_r

causal-inference-tutorial

Repository with code and slides for a tutorial on causal inference.

causal-inference-using-quasi-experimental-methods

Causal Inference Using Quasi-Experimental Methods

causalforest

DEPRECATED. See new generalized random forest package for up-to-date implementation.

causalimpact

An R package for causal inference in time series

causalinf

This the repository for the Spring Causal Inference Course

causalinference

Causal Inference in Python

causalml

Uplift modeling and causal inference with machine learning algorithms

causaltree

Working repository for Causal Tree and extensions

cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5

coding-interview-university

A complete computer science study plan to become a software engineer.