emtman7 Goto Github PK

2015

Public material for CS109

altair

Declarative statistical visualization library for Python

altair_notebooks

Tutorial and Examples Jupyter Notebooks for Altair

code

Example application code for the python architecture book

data-science-for-good

Data Science for Good Projects

data-science-hacks

Data Science Hacks consists of tips, tricks to help you become a better data scientist. Data science hacks are for all - beginner to advanced. Data science hacks consist of python, jupyter notebook, pandas hacks and so on.

data_scientist_toolkit

Important tips, tricks and concepts that you should know as a data scientist

emtman7.github.io

global-terrorism-and-outcomes

Capstone Project 1: Predicting Terror Attack Outcomes

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.

matplotlib

matplotlib: plotting with Python

neuroticism-project

Gradient boosting method to predict Neuroticism, one of the "super traits" in the Big-Five Personality Model. Data set from UC Irvine repository.

predicting-mlb-ba

Predicting mlb batting averages using historical hitting data from mlb reference and other sources to be listed later

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 ;)

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

python-machine-learning-book-3rd-edition

The "Python Machine Learning (3rd edition)" book code repository

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

pythononeliners

This repository collects all interesting Python one-liners. Feel free to submit yours!

scikit-learn

scikit-learn: machine learning in Python

sklearn_pycon2014

Repository containing files for my PyCon 2014 scikit-learn tutorial.

springboard

Personal projects from Springboard curriculum