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absenteeism-clustering-practise-

Clustering practise using K-means, CAH and DBSCAN looking at absenteeism from work

ap-gui-project

GUI to convert csv files to a SQLite database and produce some specific visualisations

auto-admin-system-for-transfer-company

An custom NER model is applied to incoming booking emails for a transfer company, their availability checked and the client responded to and invoiced (using GMail & Google Calendar API's)

beginner-chatbots

simple beginner chatbots

cnn-intro

Cat or Dog with Keras (dataset not inc in commit)

credit-card-fraud-cases

Short investigation on factors affecting credit card fraud cases

eds

Machine Learning programme

flask-html-and-css-into

Small flask project and basics of html and css intro

git_revisions

ham-or-spam---nlp-on-text-messages

Looking at differences in sentiment between spam and non-spam (ham) messgaes

introduction-to-data-viz-

Simple data viz technique with seaborn and matplotlib

me50-catsatok

ml-intro-2---adults-dataset

Another small intro into ML algorithms - incs a model selection function, getting data direct from website, pipeline creation and usingn pickle

ml-models-intro-exo---movies

A mini analysis of movies data using various regression and classification models

nba-players-mini-plroject

Quick data analysis of NBA players data

oop-practise

Small programs to practise Object oriented programming

ozone

Simple GUI based model for predicting max O3 based on old meteo data

prophets-of-profit-evaluating-synthetic-data-techniques-in-financial-forecasting-models

An comparative investigation into WGAN-GP, CTGAN, TimeGAN and DoppelGANger usage for generating synthetic time series finance data for use in forecasting model

sql-intro-exo

Introduction to SQL and small database creation project using DBeaver (+ MCD and MLD diagram creation)

svm-for-social-media-adverts

Support vector classifier practise looking at features affecting reponse to adverts on social media

triof

Web app for sorting plastic for recycling - uses Azure Computer Vision for predicting object type and my model for predicting if clean or dirty

yolov7-litter-detection-site-e2-

Code to train an Yolov7 litter detection model and use it in a basic web app to identify litter in uploaded images