Optimization Algorithms in ML

Intermediate Level

02:18 hrs

What you will learn:

Define optimization and its significance in machine learning.Identify various optimization algorithms used in practice.Apply gradient descent for effective algorithm selection.Analyze real-world case studies showcasing optimization success.Implement optimization techniques in machine learning projects.

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240 edCoins bonus

1688 Enrolled

3 Rating

Skills you will gain

OptimizationGradient DescentAlgorithm SelectionOptimization TechniquesCase Studies in Optimization

Introduction to Optimization

Optimizing Machine Learning

Real-world Applications

Optimization Algorithms in ML

Course Modules

1. Introduction to Optimization48 mins90 Edcoins

2. Optimizing Machine Learning54 mins90 Edcoins

3. Real-world Applications36 mins60 Edcoins