# Optimization Algorithms for Machine Learning

## Chapter-6: Optimization Problems

The link to the previous chapter, Chapter-5: Pre-requisites to Solve Optimization Problems is . Chapter 6 is the part in the series from where we start looking into real optimization problems and understand what optimization is all about. In the earlier chapters, we only looked into concepts that would assist…

# Optimization Algorithms for Machine Learning

## Chapter-5: Pre-requisites to Solve Optimization Problems

The link to Chapter-4: Important Convex Functions and Convex Properties is . Chapter 5 is about some final topics that we will need to look at before diving into Convex Optimization. As the chapter name goes, you could consider these pre-requisites for Convex Optimization. Mind you, these concepts will be…

# Optimization Algorithms for Machine Learning

## Chapter-4: Important Convex Functions and Convex Properties

The link to Chapter-3: Some Important Convex Sets is . Chapter 4 is about some topics that will assist us in understanding optimization even better and even help us in solving optimization problems. These topics mostly relate to the different properties of convex functions. …

# Optimization Algorithms for Machine Learning

Chapter-3: Some Important Convex Sets

The link to “Chapter-2: Convex Sets and Functions” is . Chapter 3 is about the different kinds of convex sets that are used in the world of optimization. …

# Optimization Algorithms for Machine Learning

Chapter-2: Convex Sets and Functions

The link to “Chapter-1: Introduction” is . This chapter is about convex set. This would be a slight digression from the flow of optimization problems. However, this digression is necessary and you will understand the reason yourself in due course of the series. …

# Optimization Algorithms for Machine Learning

Chapter-1: Introduction 