lukeclarke12 Goto Github PK

brain-tumor-image-classification-project

This is a project in which I have trained a machine learning algorithm with keras to predict whether someone has a brain tumor or not based on an MRI scan of their brain. The application has also been deployed on Heroku.

bts-cda-2020

Repo for the CDA class at BTS

bts-dsf-2020

Repository for BTS class

california_housing_project

Development and deployment to Heroku of an end to end machine learning pipeline to predict housing prices in California using the Californa Housing Dataset.

craigslist_scraper

In the project I have created a algorithm to scrape relevant information of a craigslist page ( such as product title, price, location and url ) and then store this information in an excel file so it can be easily analysed.

dbt_project

Project to learn DBT

fashion-image-classification-project-v1

Image classification project in order to identify specific clothing categories in different fashion images.

fashion_image_classification_project_v2

Multi label image classification algorithm that has been trained to identify both the category and colour of clothing articles in an image using keras.

fashion_mnist

In this project I am using the famous fashion mnist dataset to a neural network that I have built using keras in ordered to correctly predicted what articles of clothing are represented in a particular image.

github-basics

instagram-crawler

This project contains several segments of data collection on Instagram and their presentation 1. Python script solution that captures/craws data from Instagram. 2. Enter the collected instagram profile information in the database. 3. View and filter the data on a simple WEB site in Django Framemwork. 4. Practical application

kerasapp-in-flask-deployed-on-kubernetes

Here I have created a REST API using flask on the ResNet50 neural network which has been trained using on ImageNet. I then dockerized this application and deployed on Kuberenetes using Google Cloud Platform.

masters_big_data_assignments

Here is a collection of some of the assignments I have completed during my studies

personal_project_studies

AB Testing & Time Series

reactjs-food-order

React-js food order dummy project

simple_mlmodel_deployment_on_ec2

Simple deployment of a machine learning model to the cloud using Flask, Docker and EC2

travellingsalesman

tweepy_project

A modest sentimental analysis on tweets from Donald Trump using the tweepy API.