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ml-from-scratch

Machine Learning From Scratch. Bare bones Python implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from data mining to deep learning.

novalug-docker-images

NovaLUG Presentation on Docker Images

numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

openrefine

OpenRefine is a free, open source power tool for working with messy data and improving it

pandas-cookbook

Recipes for using Python's pandas library

pandas-datareader

Extract data from a wide range of Internet sources into a pandas DataFrame.

pandas_exercises

Practice your pandas skills!

pbpython

Code, Notebooks and Examples from Practical Business Python

plotly.py

An open-source, interactive graphing library for Python :sparkles:

presentation-aws-cloudformation

My data center is a yaml/json file

presentation-aws-cloudformation-ecs

Lighting talk on Using AWS CloudFormation to Create and Manage ECS Clusters

presentation-aws-codestar

Codestar is cool

presentation-aws-lambda

This repo contains the files necessary for the NoVaLUG presentation on AWS Lambda on Sept 8th 2018

presentation-aws-ssm

The AWS SSM service is a slick way to access and manage your EC2 fleet and you get the Parameter Store too

presentation-spark-101

This repo contains examples on getting started with spark

presentation-splunk-docker

Presentation on sending Docker related data to Splunk

presentations

Various presentations that I have given.

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 ;)

project-based-learning

Curated list of project-based tutorials

python

All Algorithms implemented in Python

python-cheat-sheet

Python Cheat Sheet NumPy, Matplotlib

python-lambda

A toolkit for developing and deploying serverless Python code in AWS Lambda.

python-machine-learning-book

The "Python Machine Learning (1st edition)" book code repository and info resource

python-patterns

A collection of design patterns/idioms in Python

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

pythonprog

This repo contains python programs on data structures and algorithms

pythonrepo

pytorch-tutorial

Build your neural network easy and fast

records

SQL for Humans™

redash

Make Your Company Data Driven. Connect to any data source, easily visualize and share your data.