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azureappservice_publiccase

A customer acquisition and retention analysis on fictitious sample data for Microsoft's Azure App Service

binary_search

continuous-integration

digitprediction

Develop a model to predict the digit (0-9) based on the pixel values of handwritten digits

epltop5prediction

Predict season outcomes for teams in the English Premier League. Modelling which teams would come in the ‘Top 5’.

functional-python

gan-generated-nft-collection

Explore the application of Generative Adversarial Networks (GANs) to the creation of a new NFT collection on the blockchain.

html_validator

itunesartistanalysis

loan-default-prediction

Developed a predictive model to determine whether a loan applicant would default or not.

ml-for-beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

nn_from_the_ground_up

Building simple neural networks from scratch to classify handwritten digits 3 and 7, as well as implementing function estimation, both manually and using Fast.ai and PyTorch, from the ground up.

penguin_classification

Designed and deployed a comprehensive, end-to-end Machine Learning system for accurate penguin species classification.

prompt-engineering-guide

:octopus: Guides, papers, lecture, and resources for prompt engineering

risk

The Game of Risk

semantic-search-nextjs-pinecone-langchain-chatgpt

Embeds text files into vectors, stores them on Pinecone, and enables semantic search using GPT3 and Langchain in a Next.js UI

sorting

text_comparison

Developed a statistical model that seeks to quantify how similar one piece of text is to another

twitter_coronavirus

Analysed roughly 1.1 billion tweets to understand the sentiment around corona as well as used the hashtags as a proxy to track the spread of the virus around the world.

week08

word_ladder