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AI & ML Foundations

Rob Barton and Jerome Henry

Published by Pearson (October 14, 2024)

ISBN-13: 9780135358122

Course

$249.99

Product details

4 hours of video; Quizzes; Credly badging; Additional resources; 365-day course access

Includes

  • AI and Machine Learning fundamentals
  • Large language models
  • Deep Learning
  • Unsupervised learning

Language: English

Product Information

AI & ML Foundations demystifies the world of AI and LLMs and is a non-mathematician's and data science beginners' course on how AI algorithms work. Learn how to apply the tools of Artificial Intelligence Markup Language (AI/ML) to solve problems faster, automate processes, find hidden patterns, and accelerate your work. Get an inside look into the world of AI, through passcode terms like LLMs, ChatGPT, TensorFlow, and Pytorch, along with explanations and examples that clarify what the many underlying algorithms, such as K-Means, SVM, XG Boost, and DBSCAN can do.

Topics include how AI algorithms work, including large language models, deep learning, reinforcement learning, and unsupervised learning. You'll also see examples of how these algorithms work through intuitive live demos, use development kits such as Tensorflow, Pytorch, and Sckitlearn, and get real-world, practical hands-on examples using Python and Jupyter Notebook so you can get started with your own AI projects.

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