Harvard has published 05 courses on AI.No need to pay.
Here are 05 FREE Harvard courses to master in 2024.
1. Introduction to AI with Python from CS50
Learn how to use machine learning in Python in this introductory AI course.
What you will learn:
- Graph search algorithms
- Reinforcement learning
- Machine learning
https://pll.harvard.edu/course/cs50s-introduction-artificial-intelligence-python/2023-05
2. Data Science: Machine Learning
Build a movie recommendation system and learn data science techniques
Program:
- Machine Learning Fundamentals
- Perform cross validation to avoid overtraining
https://pll.harvard.edu/course/data-science-machine-learning
3. TinyML Basics
Focused on the fundamentals of machine learning and embedded systems, such as smartphones.
What you will learn
- Machine Learning (ML) Fundamentals
- Deep Learning Fundamentals
And much more
https://pll.harvard.edu/course/fundamentals-tinyml
4. Data Science: Capstone
Demonstrate what you have learned in the Data Science Professional Certification Program.
Program:
- How to apply knowledge to a real world problem
- Work independently
https://pll.harvard.edu/course/data-science-capstone
5. High-dimensional data analysis
A focus on several techniques that are widely used in data analysis
Program :
- Math distance
- Dimensional Reduction
- Singular value decomposition and P component analysis
https://pll.harvard.edu/course/data-analysis-life-sciences-4-high-dimensional-data-analysis
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