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Name: Mark Ferguson
Type: User
Location: Houston, TX
Name: Mark Ferguson
Type: User
Location: Houston, TX
My capstone report on road accidents
An Exploration of Parametric and Non-Parametric Tests
Advanced Regression Models
These are the Jupyter notebooks for the Big Data specialization in the Data Science Program.
An Exploration of TwoNLP Models
A Study into the In-Fight Factors Affecting Chances of Victory (or Defeat) in MMA fights. This was addressed using a variety of supervised learning models. Two different feature-selection methods were used: Pearson Correlation and ANOVA/Select K-Best
An Investigation into Convolutional Neural Networks to resolve facial characteristics. Tools used: Keras with a TensorFlow back-end. Also built a web scraper using Beautiful Soup to pull down suitable images to supplement the original dataset.
The task: to group a disparate collection of short texts using unsupervised learning techniques. The corpus consisted of 105 short stories downloaded from various sources on the internet, among them the Gutenberg Project and textfiles.com.
A Look at Various Clustering Methods
Cheat Sheets
Supervised Learning Project - Various ML models used to predict outcomes of police traffic stops. Statistical techniques used to assess whether racial bias is present in the outcomes of these interactions.
List of Data Science Cheatsheets to rule the world
Evaluating Linear Models
This repo is for personal exercises.
New Notebooks
Drills
Repo for FourthBrain GLG Project
US Gun Crime Data
An Example of the K-Means Model, Varying the No. of Clusters
Deep Learning for humans
Reference implementations of popular deep learning models.
General Linear Regression
Portfolio Site
Time Series Analysis on US GDP Data Since 1947
Repository Containing Basic Naive Bayes Classifier Modeling
Deeper Into Unsupervised Learning
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.