vnikov

a-2017

Public Repository for cs109a, 2017 edition

All-that-likelihood-with-PyMC3

code

Chapter programs/snippets and Solutions to Challenges

data-science-from-scratch

code for Data Science From Scratch book

Doing_bayesian_data_analysis

Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke

everything_about_functions

Code Examples & Slides For "More Than You Ever Wanted To Know About Functions"

feature-engineering-book

Code repo for the book "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari, O'Reilly 2018

h2o-tutorials

Tutorials and training material for the H2O Machine Learning Platform

Hands-On-Data-Analytics-for-Beginners-with-Google-Colaboratory-Video-

Hands-On Data Analytics for Beginners with Google Colaboratory [Video], published by Packt

Impractical_Python_Projects

Code & supporting files for chapters in book

intro-dl-workshop

Code for the Introduction to Deep Learning Workshop - Spring 2018

intro_stat_modeling_2017

Introduction to Statistical Modeling with Python (PyCon 2017)

Machine-Learning-A-Z

Machine learning A-Z course from Udemy

Machine-Learning-A-Z-Udemy

All the codes in Python and R for the course Machine Learning A-Z on Udemy

Numpy-Tutorial-SciPyConf-2018

SciPy 2018 NumPy tutorial

optimizers

examples of lp optimization in python

Pandas-Tutorial-SciPyConf-2018

pcc

Resources for Python Crash Course, from No Starch Press.

pro-machine-learning-algorithms

Source Code for 'Pro Machine Learning Algorithms' by Kishore Ayyadevara

prog4comp_2

Resources for the 2nd edition of "Programming for Computations" by S. Linge and H.P. Langtangen

Python-Basics

Python-Classes

Material for Python Classes organized by KOSS

python-data-analytics-2e

Source Code for 'Python Data Analytics, 2nd Edition' by Fabio Nelli

python-for-r-users-workshop

Material for the Python for R Users workshop

Python-Mathematics-Handbook

A set of notebooks for an introduction to Python for Mathematicians.

Python_for_Data_Science_and_Machine_Learning-Bootcamp

Repo for Pierian Data course on Udemey

Python_Tutorials

It is a basic tutorial intended for Python beginners

scipy-2017-tutorial-pandas

SciPy 2017 Pandas Tutorial

scipy-2018-sklearn

Scipy 2018 scikit-learn tutorial by Guillaume Lemaitre and Andreas Mueller

ThinkDSP

Think DSP: Digital Signal Processing in Python, by Allen B. Downey.