1 Introduction

DOI: 10.1201/9781003348689-1

Learning Outcomes

After reading this chapter, you will be able to:

  • Understand the conventional machine learning task such as classification and regression.
  • Understand the basic concepts behind speech, computer vision, and NLP.
  • Identify the tools, techniques, and datasets used for speech, computer vision, and NLP applications.

1.1 Introduction

The fourth industrial revolution, according to the World Economic Forum, is about to begin. This will blend the physical and digital worlds in ways we couldn’t imagine a few years ago. Advances in machine learning and AI will help usher in these existing changes. Machine learning is transformative which opens up new scenarios that were simply impossible ...

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