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Introduction to Machine Learning (Basics)
Introduction to Machine Learning (Basics)
Basic ML** :
Basic ML** :
Friday <evening lecture> (2 sessions on Friday- 31st March before Deep Learning lectures start)
-What is Machine Learning
-What is Machine Learning
- Supervised Learning
- Unsupervised learning
-Model Representation
-Model Representation
-Cost Function
-Cost Function
- Cost Function 1 (linear)
- Cost Function 2 (linear regression)
-Gradient Descent
-Gradient Descent
- Gradient Descent 1
- Gradient Descent 2
- Gradient Descent For Linear Regression
**Session conducted by Dr Akashdeep (Punjab University)
**Session conducted by Dr Akashdeep (Punjab University)
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