aziz-omar Goto Github PK

bioinformatics

:microscope: Path to a free self-taught education in Bioinformatics!

bootstrapping

Tutorial materials for a workshop on bootstrapping

computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

data-science

:bar_chart: Path to a free self-taught education in Data Science!

eng-hammad-recommendations

The repo contains books, tutorials and resources based on the recommendations of Eng Mohammed Hammad.

eng.-mohamed-hammad-ai-recommendation

The repo contains books, tutorials and resources based on the recommendations of Eng Mohammed Hammad.

fastai

The fastai deep learning library, plus lessons and and tutorials

fb-migration-bayes

Code and materials for Facebook migration modeling project

ipython-notebooks

A collection of IPython notebooks covering various topics.

jupyter

Jupyter metapackage for installation, docs and chat

kaggle-airbnb

:earth_africa: Where will a new guest book their first travel experience?

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

lmer

R lmer course

mlr

mlr: Machine Learning in R

pandas-videos

Jupyter notebook and datasets from the pandas Q&A video series

pcc

Resources for Python Crash Course, from No Starch Press.

phd

powertoys

Windows system utilities to maximize productivity

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

pycon-2018-tutorial

Using pandas for Better (and Worse) Data Science

regression_bw

scikit-learn-videos

Jupyter notebooks from the scikit-learn video series

sharpkeys

SharpKeys is a utility that manages a Registry key that allows Windows to remap one key to any other key.

stat-learning

Notes and exercise attempts for "An Introduction to Statistical Learning"

statrethinking_winter2019

Statistical Rethinking course at MPI-EVA from Dec 2018 through Feb 2019

teaching

udacity-nanodegrees

:mortar_board: List of Udacity Nanodegree programs with links to the free courses in their curricula