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breast-cancer-wisconsin-dataset

Analysis of breast cancer data published by the University of Wisconsin in order to predict benign vs malignant tumors based on tumor attributes. The dataset can be found at the following link: https://archive.ics.uci.edu/ml/datasets/Breast+Cancer+Wisconsin+%28Original%29

chatbot

collaborative-filtering-on-congressional-data

collaborative-filtering-rbm

Movie recommendation system built using a Restricted Boltzman Machine based Collaborative Filtering method

computational-neuroscience

Code from the University of Washington's Computational Neuroscience course via Coursera: https://www.coursera.org/learn/computational-neuroscience

credit-card-fraud-detection

Using undersampling techniques and logistic regression in order to predict credit card fraud. Kernel for the Kaggle dataset "Credit Card Fraud Detection"

data-science

:bar_chart: Path to a free self-taught education in Data Science!

data-science-from-scratch

Code from the book "Data Science From Scratch: First Principles with Python" by Joel Grus

deep-learning

Code and Projects associated with IBM's Deep Learning Certification via edX

econometric-models

Various simple and advanced regression models to develop forecasts of economic activity, to estimate limited dependent variable and simultaneous equation models, and to model time-series processes.

fabric

Hyperledger Fabric is an enterprise-grade permissioned distributed ledger framework for developing solutions and applications. Its modular and versatile design satisfies a broad range of industry use cases. It offers a unique approach to consensus that enables performance at scale while preserving privacy.

future-value-calculator

This calculates the future value of an investment based on a user specified initial value, interest rate, number of periods, and compounding frequency

gatech-cs-7638

Artificial Intelligence For Robotics

heritage-health-prize

Analysis to predict how many days a patient will spend in a hospital in the next year in order to predict and prevent unnecessary hospitalizations

house-prices-advanced-regression-techniques

Code submission for the Kaggle contest "House Prices: Advanced Regression Techniques"

intro-to-data-analysis-with-python

Notes and code examples from the Lynda.com course "Introduction to Data Analysis with Python"

introduction-to-algorithms

This repo contains notes and code examples from the book "Introduction to Algorithms, 3rd Edition" by Thomas Cormen and others

loan-prediction-dataset

KNN Analysis of the Loan Prediction III Problem from Anaytics Vidha. Hackathon can be found at the following link: https://datahack.analyticsvidhya.com/contest/practice-problem-loan-prediction-iii/

lstm-penn-treebank

LSTM RNN Model on the Penn Treebank dataset to predict the next word in a sentence

mininet

Emulator for rapid prototyping of Software Defined Networks

mnist

Analysis of MNIST dataset, with a goal to use Convolutional Neural Networks to correctly identify digits from a dataset of tens of thousands of handwritten images

python-machine-learning-practice

This contains various ML Practice Problems using Sci-kit Learn in Python

semantic-analysis

Various projects and practice focused on semantic analysis including Topic Modeling and Latent Dirichlet Allocation Models

solidity-practice

Smart contract development using solidity online documentation

sparse-representations

Code from the edX certification Sparse Representations in Signal and Image Processing

us-nutrition-data-shiny-dashboard

R Shiny dashboard displaying reactive graphs on U.S. nutrition data for high school students and adults in the years 2013 and 2015.

variable-rate-mortgage-payment-calculator

This calculates the average monthly payment for a 30 year variable interest rate mortgage using a solver macro in VBA

web-scrapers

Various Web Scrapers built using Selenium in Python

world-development-indicators-visualization

Visualizations of various world development indicators using ggplot2 and maps packages in R

yellowdoorsalon.github.io

yellowdoorsalon website