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Portfolio projects in machine learning
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11 projects
- Portfolio projectComputer science • Machine learning • AI
ChatGPT Project: Effective Prompt Engineering
In this project, learn how to use ChatGPT effectively for data analysis insights.Independent,Portfolio Ready - Portfolio projectPython • Machine learning • Data science
Data Scientist Final Portfolio Project
Bring together all of your data skills skills into a portfolio project. Clean, analyze, and visualize, a dataset and then compile your results into a portfolio-worthy report.Independent, 40 hrsPortfolio Ready - Portfolio projectMachine learning • AI • Python • Data science
Finetuning a Generative Language Model
Finetune a generative language model on the text of Mary Shelley’s Frankenstein, using either QLoRA or performing a full finetune.Independent,Portfolio Ready - Portfolio projectPython • Machine learning • Data science
Forest Cover Classification
Use deep learning to predict forest cover type based on cartographic variables.Independent, 3 hrsPortfolio Ready - Portfolio projectData science • AI • Machine learning
From GPT-1 to GPT-2
In this project you will learn about the differences between GPT-1 and GPT-2 models and practice your ability to build your own GPT model from scratch on a training dataset of your choice.Independent,Portfolio Ready - Portfolio projectPython • Machine learning • AI • Data science
OKCupid Date-A-Scientist
In this project, you will analyze some data from OKCupid, an app that focuses on using multiple choice and short answers to match users. You’ll apply your machine learning knowledge to build, train, and test predictions that you draw from the data.Independent, 25 hrsPortfolio Ready - Portfolio projectAI • Machine learning • Python
PyTorch Portfolio Project
Create a data science portfolio project to demonstrate your technical skills in building and training neural networks with PyTorch.Independent,Portfolio Ready - Portfolio projectAI • Data science • Machine learning • Python
Regression Cumulative Project
Use your knowledge of supervised machine learning models for regression to predict the rating of a restaurant.Independent,Portfolio Ready - Portfolio projectAI • Machine learning • Data science • Python
Supervised Learning Cumulative Project
Use your knowledge of supervised machine learning models to find patterns in social media data.Independent,Portfolio Ready