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amazonsagemakercourse

SageMaker Course Material

aws_scripts

Repository of useful scripts and instructions for using AWS

bgg-exploration

board-game-recommender

churn_predictor

denver-boulder-osm-cleanup

Audits and cleans OpenStreetMap xml file for Denver-Boulder. Converts file to json.

enron_poi_identifier

Machine learning algorithm that uses a dataset gathered from the enron corpus to identify persons likely involved in fraudulent activity

flask_boiler_plate

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

intro-spacy-nlp

An introduction to using spaCy for NLP and machine learning

machinelearninginaction

Source Code for the book: Machine Learning in Action published by Manning

ml_scikit_tensorflow

nyc-turnstile-data

This collection of programs runs a linear regression and a couple of visualizations on a data set containing NYC Subway turnstile data.

probabilistic-programming-intro

Introduction to probabilistic programming using PyMC3

probabilistic-programming-intro-1

py-bgg

A simple Board Game Geek (boardgamegeek.com) API library in Python. This mainly just handles the API calls and converts the XML to representative dict/list format

red-wine-dataset-exploration

Exploratory data analysis on the chemical properties of red wine

rnn

scikit-learn

scikit-learn: machine learning in Python

scikit-learn-videos

Jupyter notebooks from the scikit-learn video series

sentence-transformers-v3

Multilingual Sentence & Image Embeddings with BERT

spark-install

Installation guide for Apache Spark + Hadoop on Mac/Linux

spark-talk

Materials for Spark talk at Big Data & Analytics Learning Series

stat-learning

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

stats-shortcourse

The statistics short course is both a resource and survey of the areas of probability and statistics that are foundational for the data science immersive at Galvanize.

tensorflow

Computation using data flow graphs for scalable machine learning

union_lodge_cocktail_ingredients

A chart showing the liquid ingredients used in menu cocktails at Union Lodge #1