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Zenodo PDF resource

Foundations of Artificial Intelligence & Machine Learning

Licence
OPEN CC-BY-4.0
Authors
Nidhi Sharma, Honey Singh, Ajay Sharma, Deepak Dagar
Published
2026-07-28 · Zenodo
Language
eng
Length
37166 words
Type
narrative text
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Chapter Objectives

After studying this chapter, readers will be able to:

  • Understand the importance of mathematics in Artificial Intelligence and Machine Learning
  • Explain the role of linear algebra in intelligent systems
  • Understand mathematical representations used in machine learning models
  • Apply mathematical thinking to data analysis and prediction problems
  • Recognize how mathematical concepts support learning algorithms and optimization techniques