Job category:Artificial Intelligence
1,676 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
Badge for Deep Learning and Neural Networks,

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?

Previous CourseNext Course: Introduction to Probability and Statistics for Machine Learning

Turn screen time into skills time

Practice anytime, anywhere with our mobile app.
Download on the App StoreGet it on Google Play
Sign up

Join the 1M+ learners on CodeSignal

Be a part of our community of 1M+ users who develop and demonstrate their skills on CodeSignal