Avoid Overfitting: A Practical Guide to CS7641 Machine Learning
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Avoid Overfitting: A Practical Guide to CS7641 Machine Learning
Tips-n-tricks blog post to navigate OMSCS's CS7641 Machine Learning (ML) course.
2 viewsApr 20, 2024
Overfitting Examples
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This weekend, we had a 2.5 hour lecture introducing the applications of artificial intelligence in clinical research. Topics discussed briefly: * AI mindset * Machine learning and deep learning * Supervised and unsupervised learning * Classification and clustering * Examples: K-means and Neural networks * Dimensionality reduction * Cross-validation * Underfitting and overfitting of models * Softwares to start with: Jamovi, JASP, orange * Programing language to learn: Python * My toolkit in resea
0:58
This weekend, we had a 2.5 hour lecture introducing the applications of artificial intelligence in clinical research. Topics discussed briefly: * AI mindset * Machine learning and deep learning * Supervised and unsupervised learning * Classification and clustering * Examples: K-means and Neural networks * Dimensionality reduction * Cross-validation * Underfitting and overfitting of models * Softwares to start with: Jamovi, JASP, orange * Programing language to learn: Python * My toolkit in resea
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Overfitting and Underfitting with a real-life example - Shiksha Online
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