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Here you will find a collection of notes relating to Machine Learning.
- An Overview of Machine Learning Algorithms.
- An Overview of Deep Learning Algorithms
- An introduction to Machine Learning with Scikit-Learn
Created: 01-30-2023,
Updated: 02-01-2023
Carlos Lizárraga.
- An Overview of Machine Learning Algorithms.
- An Overview of Deep Learning Algorithms
- An introduction to Machine Learning with Scikit-Learn
- Supervised Machine Learning: Classification Algorithms
- Supervised Machine Learning: Regression Algorithms
- Unsupervised Machine Learning: Clustering Algorithms
- Unsupervised Machine Learning: Dimensionality Reduction
- Introduction to Large Language Models
- Using ChatGPT in Data Science
- Use of GPT or LLM in Data Science
- Prompt Engineering Basics for Educators
- Using ChatGPT and Bard in Higher Education
- Python & General Tools for Data Science Resources
- A Data Science Digital Library
- Machine Learning Resources
Carlos Lizárraga, Data Lab, Data Science Institute, University of Arizona, 2023.