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100days

100 days of algorithms

120-data-science-interview-questions

Answers to 120 commonly asked data science interview questions.

ad-papers

Papers on Computational Advertising

algorithm_papers

algorithms-design-and-analysis

Algorithms I learned from Stanford's Algorithms: Design and Analysis

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

bandits

Python library for Multi-Armed Bandits

bayesian-machine-learning

Notebooks related to Bayesian methods for machine learning

berry-levinsohn-and-pakes-1995-in-r

Berry, Levinsohn, and, Pakes (1995) in R

big-data-engineering-coursera-yandex

Big Data for Data Engineers Coursera Specialization from Yandex

blp

Python BLP code (Berry Levinsohn Pakes)

blp-demand

estimate BLP demand model in Matlab using state-of-the-art techniques

blp-python

BLP-Python provides an implementation of random coefficient logit model of Berry, Levinsohn and Pakes (1995)

causal-impact-analysis-demo

causal-inference-notes

Short presentation & examples on the rubin model of causal inference

causal-inference-tutorial

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

causal_inference_python_code

Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins

causalml

Uplift modeling and causal inference with machine learning algorithms

choicemodels

Discrete choice model estimation, with utilities for sampling, simulation, and other ancillary tasks

codinginterviews

剑指Offer——名企面试官精讲典型编程题

computational-advertising

Computational Advertising CTR

coursera

Quiz & Assignment of Coursera

coursera-1

Data sets and scripts for Coursera Big Data Specialization.

coursera-advanced-machine-learning-specialization

Repo for coursera specialization Advanced Machine Learning by Higher School of Economics

coursera-econometrics

Coding assignments of MOOC on Econometrics on Coursera.

coursera-kaggle

data-science-at-scale---data-manipulation

data-science-at-scale--communicating-data-results

data-science-at-scale--predictive-analytics

data-science-books-

A repository of books in data science