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ai_all_resources

A curated list of Best Artificial Intelligence Resources

alexis

aupha-certification

BigData

blp-demand-estimation

Python code for BLP (Berry, Levinsohn and Pakes) method of structural demand estimation using the random-coefficients logit model. Code for estimation of demand and supply-side moment jointly is also provided.

blpapi-python

Bloomberg Python API

bostoncollegeeclwkshp

A 4-hour end to end look at HPCC Systems open-source platform and ECL (Enterprise Control Language)

breastcancers

causal-inference-1

Causal Inference 1 Mixtape Session taught by Scott Cunningham

causalityslides

Slides for the Seattle University Causal Inference Class

code

Compilation of R and Python programming codes on the Data Professor YouTube channel.

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

covid

cps-march-asec-linking

da-coding-python

This is a coding course in Python to accompany the Data Analysis material

da-coding-rstats

Coding course to complete Data Analysis in R

da-coding-stata

data-wrangling-pandas

his practical workshop on “Data Wrangling with Python and Pandas” gives students a hands-on experience to master the essential techniques of data wrangling.

datasciencecoursera

datasciencectacontent

repository for Community Mentor content related to the Johns Hopkins University Data Science Specialization on Coursera

datasharing

The Leek group guide to data sharing

demand-estimation

Demand Estimation taught by Jeff Gortmaker and Ariel Pakes

eco395m

ECO 395M: Data Mining and Statistical Learning

free_r_tips

Free R-Tips is a FREE Newsletter provided by Business Science. It comes with bite-sized code tutorials every week.

ggthemeassist

A RStudio addin for ggplot2 theme tweaking

h2o-2

h2o = fast statistical, machine learning & math runtime for bigdata

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

heart

Heart Failure Analysis

intermediate-macro

This repository contains all the material for a one-semester course in intermediate macroeconomics. No textbook required.

intro-to-r-orielley-garret-

Course materials for "Introduction to Data Science with R", a video course by RStudio and O'Reilly Media

machine-learning-books-with-python

Chapter by Chapter notes, exercises and code for a variety of machine learning books using Python