cameronlooney Goto Github PK

andrew-ng-notes

This is Andrew NG Coursera Handwritten Notes.

aou-merge

best-data-science-learning-resources

My Study Collection data science courses, Article etc.

blog-app

cadlae_demo

CADLAE Interactive Demonstration: Configurable Anomaly Detection, Localisation and Explanation Framework for Cyber Physical Systems.

cameronlooney.github.io

chicago_crash_model

Simple ML Implementation in R using the tidyverse/ tidymodel to classify car crash injuries. The data was gotten from an API from the Chicago City Website.

click-the-square-game

Simple Python game implementing tkinter GUI and classes

coding-interview-university

A complete computer science study plan to become a software engineer.

cookbook

The Data Engineering Cookbook

credit_card_churn

This is a Classification Machine Learning Project in order to predict which customers are most likely to cancel their credit card

customer_churn

Data Science Project implementing a variety of techniques including, SQL, Tableau, Python (Machine Learning) and App deployment

data-science-projects-notebooks

Projects I'm currently working on

dockerised_postgres_injestion_script

Python Script that is converted to a Docker container and used to read data from the web and read the data into a PostgreSQL DB

estrin-benn

fastapi-restapi-implementation

Implementation of a REST API using FastAPI, with SQLAlchemy and Tortoise ORM

fastbook

The fastai book, published as Jupyter Notebooks

fault-diagnosis

Fault Diagnosis of Tennessee Eastman Chemical process using Neural Networks

fraud-prediction-app

This is a Fraud Detection Machine Learning Application. The model is deployed using Streamlit for front-end.

grad-guide

Application to make searching for jobs more efficent and effective

handwriting_prediction

This is my simple project which is based on my CNN model to predict handwritten letters, The purpose of this project is to work on my end to end development skills as I try take data and bring it through the data science pipeline to deployment, Hopefully I'll be able to improve on and expand this project over time.

interpretable-ml-book

Book about interpretable machine learning

ltsi

Automation tool for LTSI Orders

ltsi-feedback-builder

condense feedback into one form

ltsi-master-app

combined LTSI application

ltsi-test

ltsi_v2

machine-learning-resources

machine learning and deep learning tutorials, articles and other resources

machine-learning-template

A Jupyter Notebook checklist to get you started

machine-learning-with-real-world-projects

Code Repository for Machine Learning with Real World Projects, Published by Packt