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Joe Cowell
Joe Cowell

20 Followers

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Published in Towards Data Science

·Feb 10, 2021

Machine Learning and The Beatles

Using NLTK and GPT-2 to analyze and generate The Beatles lyrics — Intro 🌅 For my final project at Metis, I decided to combine my passion for music and data science into one project involving the best band of all time. The overall project involved Natural Language Processing (NLP) with the NLTK libraries, text generation by applying transfer learning to OpenAI’s GPT-2…

Gpt 2

9 min read

Machine Learning and The Beatles
Machine Learning and The Beatles
Gpt 2

9 min read


Published in Towards Data Science

·Dec 7, 2020

Machine Learning and Veganism

Analyzing the Vegan conversation on Twitter using NLP and Topic Modeling — Intro 📄 This blog post corresponds to my third individual project at Metis. The project itself is an exploration of text data by the use of Natural Language Processing (NLP) and unsupervised learning. My specific project used Tweets with keyword “vegan” from 2016–2020 to understand the vegan conversation over the…

NLP

8 min read

Machine Learning and Veganism
Machine Learning and Veganism
NLP

8 min read


Published in Towards Data Science

·Nov 16, 2020

Walkthrough: Categorizing Fraudulent Credit Card Transactions

Experimenting with various classifier models and a deeper dive into XG Boost — Intro: As a student of the Metis Data Science Bootcamp, I chose to explore fraudulent card transactions for my second individual project. This project had three requirements: query data from a postgreSQL database with SQL, develop a classification model, and create an interactive visualization. I found the postgreSQL and interactive…

Xgboost

8 min read

Categorizing Fraudulent Credit Card Transactions
Categorizing Fraudulent Credit Card Transactions
Xgboost

8 min read


Published in Towards Data Science

·Oct 14, 2020

Predicting IMDb Movie Ratings using Supervised Machine Learning

My name is Joe Cowell and I recently enrolled in the Metis Data Science Bootcamp. The 12-week immersive program will turn me from ‘data novice’ into a full-fledged data scientist. I mean, the title of this post includes ‘Supervised Machine Learning’ and I’ve only been in the program for three…

Machine Learning

7 min read

Predicting IMDb Movie Ratings using Supervised Machine Learning
Predicting IMDb Movie Ratings using Supervised Machine Learning
Machine Learning

7 min read

Joe Cowell

Joe Cowell

20 Followers

Data Scientist by way of Music and Materials Science & Engineering.

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