Artificial Intelligence with Python - Second Edition

Artasanchez, Alberto, Joshi, Prateek

  • 出版商: Packt Publishing
  • 出版日期: 2020-01-31
  • 售價: $1,734
  • 貴賓價: 9.5$1,647
  • 語言: 英文
  • 頁數: 618
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 183921953X
  • ISBN-13: 9781839219535
  • 相關分類: 程式語言 Python人工智慧

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商品描述

Artificial Intelligence with Python, Second Edition is an updated and expanded version of the bestselling guide to artificial intelligence using the latest version of Python 3.x and TensorFlow 2. Not only does it provide you an introduction to artificial intelligence, this new edition goes further by giving you the tools you need to explore the amazing world of intelligent apps and create your own applications.

 

This edition also includes seven new chapters on more advanced concepts of Artificial Intelligence, including fundamental use cases of AI; machine learning data pipelines; feature selection and feature engineering; AI on the cloud; the basics of chatbots; RNNs and DL models; and AI and Big Data.

 

Finally, this new edition explores various real-world scenarios and teaches you how to apply relevant AI algorithms to a wide swath of problems, starting with the most basic AI concepts and progressively building from there to solve more difficult challenges so that by the end, you will have gained a solid understanding of, and when best to use, these many artificial intelligence techniques.

  • Understand what artificial intelligence, machine learning, and data science are
  • Explore the most common artificial intelligence use cases
  • Learn how to build a machine learning pipeline
  • Assimilate the basics of feature selection and feature engineering
  • Identify the differences between supervised and unsupervised learning
  • Discover the most recent advances and tools offered for AI development in the cloud
  • Develop automatic speech recognition systems and chatbots
  • Apply AI algorithms to time series data
  • Completely updated and revised to Python 3.x and TensorFlow 2
  • New chapters for AI on the cloud, recurrent neural networks, deep learning models, and feature selection and engineering
  • Learn more about deep learning algorithms, machine learning data pipelines, and chatbots