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text_analysis_for_social_science

Code for the book on python for social scientists

text_as_data

Code and some readings for lab sections of Text as Data, NYU Spring 2016

text_as_data-1

Code and Data for TAD 3001-004 at NYU

text_book

R exercises for the NOAA satellite course

text_mining_workshop

text_workshop

textmining

Text Mining in R workshop materials

textmining-socialsci

Data Carpentry lessons on text mining for the social sciences

textmining_workshop

Repository for Text Mining Workshop Spring 2019

textminingwithr

Using R for Text Mining (Frequency Graphs, Associations, WordClouds)

texttinyr

Text Processing for Small or Big Data Files in R

tf-estimator-tutorials

This repository includes tutorials on how to use the TensorFlow estimator APIs to perform various ML tasks, in a systematic and standardised way

tfcb_2020

Class materials for MCB517A through UW/Fred Hutch

the-applied-artificial-intelligence-workshop

the-applied-data-science-workshop

the-art-of-linear-algebra

Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"

the-complete-python-course

The Complete Python Course, published by Packt

the-data-visualization-workshop

A New, Interactive Approach to Learning Data Visualization

the-data-wrangling-workshop

pandas, numpy, matplotlib, data-wrangling

the-elements-of-statistical-learning

My notes and codes (jupyter notebooks) for the "The Elements of Statistical Learning" by Trevor Hastie, Robert Tibshirani and Jerome Friedman

the-elements-of-statistical-learning-python-notebooks

A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book

the-full-bayesian-thing

bayesian data analysis, presumably on top of bayesian cognitive models

the-happiness-project

2020 Hacklytics Project

the-html-and-css-workshop

A New, Interactive Approach to Learning HTML and CSS

the-matrix-154

Text analytics project for Stat 154 Statistical Learning at UC Berkeley, Fall 2015.

the-pandas-workshop

the-python-graph-gallery

A website displaying hundreds of charts made with Python

the-statistics-and-calculus-with-python-workshop

the-winter-school

Machine Learning

theeffectassignments

Homework assignments to go along with The Effect