The Applied Artificial Intelligence Workshop: Start working with AI today, to build games, design decision trees, and train your own machine learning models

Anthony So

Nagy

William So

$38.99

5 (1 Ratings)

Paperback Jul 2020 420 pages 1st Edition

Anthony So

Nagy

William So

$38.99

5 (1 Ratings)

Paperback Jul 2020 420 pages 1st Edition

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Key benefits

Learn about AI and ML algorithms from the perspective of a seasoned data scientist
Get practical experience in ML algorithms, such as regression, tree algorithms, clustering, and more
Design neural networks that emulate the human brain

Description

You already know that artificial intelligence (AI) and machine learning (ML) are present in many of the tools you use in your daily routine. But do you want to be able to create your own AI and ML models and develop your skills in these domains to kickstart your AI career? The Applied Artificial Intelligence Workshop gets you started with applying AI with the help of practical exercises and useful examples, all put together cleverly to help you gain the skills to transform your career. The book begins by teaching you how to predict outcomes using regression. You will then learn how to classify data using techniques such as k-nearest neighbor (KNN) and support vector machine (SVM) classifiers. As you progress, you’ll explore various decision trees by learning how to build a reliable decision tree model that can help your company find cars that clients are likely to buy. The final chapters will introduce you to deep learning and neural networks. Through various activities, such as predicting stock prices and recognizing handwritten digits, you’ll learn how to train and implement convolutional neural networks (CNNs) and recurrent neural networks (RNNs). By the end of this applied AI book, you’ll have learned how to predict outcomes and train neural networks and be able to use various techniques to develop AI and ML models.

Who is this book for?

The Applied Artificial Intelligence Workshop is designed for software developers and data scientists who want to enrich their projects with machine learning. Although you do not need any prior experience in AI, it is recommended that you have knowledge of high school-level mathematics and at least one programming language, preferably Python. Although this is a beginner’s book, experienced students and programmers can improve their Python skills by implementing the practical applications given in this book.

What you will learn

Create your first AI game in Python with the minmax algorithm
Implement regression techniques to simplify real-world data
Experiment with classification techniques to label real-world data
Perform predictive analysis in Python using decision trees and random forests
Use clustering algorithms to group data without manual support
Learn how to use neural networks to process and classify labeled images

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What do you get with Print?

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Download this book in EPUB and PDF formats

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What is the delivery time and cost of print books?

Shipping Details

USA:

Economy: Delivery to most addresses in the US within 10-15 business days

Premium: Trackable Delivery to most addresses in the US within 3-8 business days

UK:

Economy: Delivery to most addresses in the U.K. within 7-9 business days.
Shipments are not trackable

Premium: Trackable delivery to most addresses in the U.K. within 3-4 business days!
Add one extra business day for deliveries to Northern Ireland and Scottish Highlands and islands

EU:

Premium: Trackable delivery to most EU destinations within 4-9 business days.

Australia:

India:

Premium: Delivery to most Indian addresses within 5-6 business days

Rest of the World:

Premium: Countries in the American continent: Trackable delivery to most countries within 4-7 business days

Asia:

Premium: Delivery to most Asian addresses within 5-9 business days

Unfortunately, due to several restrictions, we are unable to ship to the following countries:

Afghanistan
American Samoa
Belarus
Brunei Darussalam
Central African Republic
The Democratic Republic of Congo
Eritrea
Guinea-bissau
Iran
Lebanon
Libiya Arab Jamahriya
Somalia
Sudan
Russian Federation
Syrian Arab Republic
Ukraine
Venezuela

Shorsh Nov 10, 2020

The first thing that I want to mention is that I really enjoyed the lecture of this book due to its simplicity to explain simple concepts as Heuristics or Deep Learning algorithms.The examples are very concise and easy to follow which makes learning AI a neat adventure.The section I enjoyed the most was Heuristics and Clustering as they have great examples.I would recommend this book to anyone who is looking for a starting path in the AI world.

Amazon Verified review

The Applied Artificial Intelligence Workshop: Start working with AI today, to build games, design decision trees, and train your own machine learning models

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