Artificial Intelligence
1,636 learners
Foundations of Optimization Algorithms
Optimization is critical in machine learning to minimize loss functions. This course covers basic to advanced optimization algorithms, equipping you with the techniques needed to fine-tune machine learning models.
Numpy
Python
4 lessons
17 practices
2 hours
Course details
Newton's Method for Optimization
Optimize the Quadratic Function using Newton's Method
Minimize and Plot Optimization Path using Newton's Method
Minimize Function and Plot Optimization Paths from Different Initial Guesses
Minimize or Maximize?
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