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ai-time-series-forecasting-with-python-

ca-housing

cookiecutter

A command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, VueJS projects.

dag-stack

Data pipeline with dbt, Airflow, Great Expectations

data-science

Collection of useful data science topics along with code and articles

data-science-is-software

ds-for-telco

Source material for Data Science for Telecom Tutorial at Strata Singapore 2015

hit-predictor

This project uses Billboard Hot 100 and Spotify API data to make predictions on a song's potential to make it onto the Billboard Hot 100 (become a mainstream hit).

machine-learning-cheat-sheet

Classical equations and diagrams in machine learning

ml-basics

Exercise notebooks for Machine Learning modules on Microsoft Learn

ml-from-scratch

ml_cheat_sheet

My notes and superstitions about common machine learning algorithms

nlp-fundamentals-python

ODSC AI+: NLP Fundamentals in Python

notebook-to-microservice

oreilly_intermediate_sql_for_data

Resources for the O'Reilly Online Training "Intermediate SQL For Data Analysis"

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 ;)

production-data-science

Production Data Science: a workflow for collaborative data science aimed at production

publish-plotly-website

pycon_time_series

PyCon 2017 tutorial on time series analysis

pydata-berlin2017-pandas-and-dask-from-the-inside

redditmlpipeline

springboard

springboard-projects

Repository for sharing projects done as part of the Springboard Data Science Career Track

steam-data

A simple data project for Steam data

steamworkspy

A working Python API system for Valve's Steamworks.

talks

Presentations