alon-muhame Goto Github PK

alon-muhame

Config files for my GitHub profile.

article-resources

A repository for the source code, notebooks, data, files, and other assets used in the data science and machine learning articles on LearnDataSci

bcstats

Stata program for analyzing back check data

bigbookofr

The biggest collection of R books (and maybe later some other resources too)

byu_econ_applied_machine_learning

The course work for the applied machine learning course I am teaching at BYU

chart-doctor

Sample files to accompany the FT's Chart Doctor column

course-nlp

A Code-First Introduction to NLP course

courseramachinelearning

Coursera Machine Learning By Prof. Andrew Ng

covid-19-data

Data on COVID-19 (coronavirus) cases, deaths, hospitalizations, tests • All countries • Updated daily by Our World in Data

covid-19-excess-deaths-tracker

Source code and data for The Economist's covid-19 excess deaths tracker

cs-video-courses

List of Computer Science courses with video lectures.

d3

Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:

dbnomics

Stata client for DB.nomics, the world's economic database

dlbook_notation

LaTeX files for the Deep Learning book notation

ds_capstone_project

This Repo makes an attempt to document all the steps, data and analysis done during the processing of assessing, collecting the data and analysing it. The project was done with an aim of completing and presenting a data science project.

dsgopipeline

A short workshop on datascience pipelines using mlflow and airflow

efficient-dl-survey-paper

Efficient Deep Learning Survey Paper

fastbook

Draft of the fastai book

firstproject

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.

high-frequency-checks

A Stata template for running high frequency checks of incoming research data at Innovations for Poverty Action

hitchhikers-guide

The Hitchhiker's Guide to Data Science for Social Good

hrbf_stata_baseline-rwanda

Household baseline data analysis February-May 2010 Rwanda Community Performance-Based Financing Program

ipystata

Enables the use of Stata together with Python via Jupyter (IPython) notebooks.

kaggle-solutions

🏅 Collection of Kaggle Solutions and Ideas 🏅

learn-datascience-for-free

linkedinscraping

Scraping of LinkedIn Profiles: Creates a JSON file containing public information from LinkedIn profiles.

machine-learning-demo-data

Machine Learning Resources

masteringmetrics

R code for Angrist & Pischke Mastering Metrics

ml-foundations

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science