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Artificial Intelligence with Python

Artificial Intelligence with Python - Second Edition

By : Alberto Artasanchez, Joshi
3.9 (20)
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Artificial Intelligence with Python

Artificial Intelligence with Python

3.9 (20)
By: Alberto Artasanchez, Joshi

Overview of this book

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.
Table of Contents (26 chapters)
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24
Other Books You May Enjoy
25
Index
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Index

Symbols

7-minute workout 25

8-puzzle solver

building 239, 240, 241, 242, 243

15-puzzle

reference link 239

A

A* algorithm 239

actions

setting up, for intents 399, 400

activation functions

about 524

ReLU function 528, 529

sigmoid function 526, 527

step function 526

tanh function 527

adaptable chatbot 387

Adaptive Boosting (AdaBoost) 147

Advanced Technology Group (ATG) 29

Affinity Propagation model

about 171

subgroups, finding in stock market 171, 173

agent 383

AI Hub 307

Alexa 292

Alexa skills

examples 25

Alibaba Cloud

about 286, 287

Alpha-Beta pruning 312

alphabet sequences

identifying, with Conditional Random Fields (CRFs) 423, 424, 426, 428

AlphaGo 45

Amazon Alexa 24

Amazon Comprehend 292

Console Access 293

industry-specific services 293

use cases 292

Amazon Lex 292

Amazon machine learning

about 300

Amazon Rekognition

...
CONTINUE READING
83
Tech Concepts
36
Programming languages
73
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Artificial Intelligence with Python
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