Artificial Intelligence with Python - Second Edition

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Artificial Intelligence with Python - Second Edition

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內容描述

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