sam-cannon Goto Github PK

azure-ml-studio-project

This project is my submission for the "Pump It Up" DrivenData competition using Azure ML Studio

brain-teasers

Brain teasers in Python, short challenges from coding interview questions

chunking-massive-data

Steps for using chunksize to read in large data files and manipulate them in python for users with limited RAM

containerized_streamlit_app

streamlit ML app in a docker container

cracking-the-data-science-interview

Resources for Oreilly's "Cracking the Data Science Interview" video series.

ctci-6th-edition-python

Cracking the Coding Interview 6th Ed. Python Solutions

ctci-solutions

Python solutions to Cracking the Coding Interview (6th edition)

customer-nlp-analysis

NLP analysis on customer feedback

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

dengue-fever

This is my code from the DengueAI DrivenData competition where I scored in the top 25% with a simple regression approach.

edx-principles-of-machine-learning-final-test

Classification and Regression Problems Solved for EdX Principles of Machine Learning Final Test

effert-index-clustering

A global clustering project stemming from a desire to analyze economic freedom, female equality, and environmental progression - This repository contains my development code for the creation of the EFFERT (Economic Freedom, Female Equality, and Environmental Regulation) Index and the corresponding clusters

forecasting-time-series-modules

This is a repository of my work from a time series forecasting class

fraud-detection-with-xgboost

Straightforward fraud detection algorithm using XGBoost

housing-data

This code is from my best submission to the advanced regression Ames, Iowa housing data competition. I scored a Root Mean Squared Log Error of .12647 while the top 10 started at .10581, which landed me in the top 36%, this was a tight competition!

intro-to-convolutional-neural-nets

Using Convolutional Neural Networks to Classify Images

microsoft-ml-notebooks

Notebooks from Microsoft Professional Data Science ML

microsoft-transact-sql-class

All the quizzes and final exam solutions for the Microsoft Transact SQL Class on EdX

mississippi-tweet-analysis

This is a personal project, examining tweets from politicians in Mississippi and looking for patterns

nlp-modules

Project modules from my work in a Natural Language Processing class

phdata

interview project

plotly-seaborn-common-visuals

predict-future-sales

Ensembling to predict sales in Russia - Kaggle

predicting-911-calls-in-seattle

Predicting response times to high priority 911 calls in Seattle

predicting-employee-turnover

AOM Measure

predicting-poverty

This is my capstone project for the Microsoft Professional Program Data Science certification, I finished 12th overall out of more than 500 competitors

recipes

Functions that I have either created or frequently use

rock-climbing-recommender-system

We built a recommender system to find us cool new rock climbs!

springboard

sql-code-alongs

Code-Alongs for SQL