maf5509 Goto Github PK

accident_capstone

My capstone report on road accidents

advanced_experimentation_what_test_to_use

An Exploration of Parametric and Non-Parametric Tests

advanced_regression

Advanced Regression Models

bayes_rule

big-data-student-resources

These are the Jupyter notebooks for the Big Data specialization in the Data Science Program.

boosting_models

build_your_own_nlp_model

An Exploration of TwoNLP Models

building-an-mma-fight-analyzer-using-machine-learning

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

building_a_facial_expression_classifier_using_cnn

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.

clustering_analysis_on_selected_texts_using_nlp

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.

clustering_methods

A Look at Various Clustering Methods

data-science--cheat-sheet

Cheat Sheets

describing_data

detecting_implicit_bias_in_traffic_stops

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.

ds-cheatsheets

List of Data Science Cheatsheets to rule the world

evaluating_linear_regression_models

Evaluating Linear Models

ex_repo

This repo is for personal exercises.

exercises_in_probability

fb

New Notebooks

general_drills

Drills

glg

Repo for FourthBrain GLG Project

gun_data_visualization

US Gun Crime Data

k_means_ex

An Example of the K-Means Model, Varying the No. of Clusters

keras

Deep Learning for humans

keras-applications

Reference implementations of popular deep learning models.

linear_regression

General Linear Regression

maf5509.github.io

Portfolio Site

modeling_gdp_data_using_arima_analysis

Time Series Analysis on US GDP Data Since 1947

naive_bayes

Repository Containing Basic Naive Bayes Classifier Modeling

neural_nets_deep_learning_nlp

Deeper Into Unsupervised Learning