New edition of the bestselling guide to artificial intelligence with
Python, updated to Python 3.x, with seven new chapters that cover
RNNs, AI and Big Data, fundamental use cases, chatbots, and more. Key
Features Completely updated and revised to Python 3.x 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 Book
Description 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. 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. What you will learn 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 Who this book is for The intended audience for this book
is Python developers who want to build real-world Artificial
Intelligence applications. Basic Python programming experience and
awareness of machine learning concepts and techniques is mandatory.
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Your complete guide to building intelligent apps using Python 3.x, 2nd Edition
Produktdetaljer
ISBN
9781839216077
Publisert
2020
Utgave
2. utgave
Utgiver
Packt Publishing
Språk
Product language
Engelsk
Format
Product format
Digital bok
Forfatter