From the Publisher:
This book is a comprehensive guide to the world of artificial intelligence (AI) and machine learning (ML). It provides a detailed overview of the key concepts, techniques, and applications of these rapidly evolving fields. The book is organized into three main sections: Fundamentals of AI and ML, Techniques and Algorithms, and Applications and Case Studies.
The first section covers the basic principles and history of AI and ML, including the evolution of these fields, the role of data and algorithms, and the ethical considerations surrounding their development and use. This section also introduces the main types of AI and ML, such as supervised and unsupervised learning, deep learning, and reinforcement learning.
The second section delves deeper into the various techniques and algorithms used in AI and ML, such as linear regression, decision trees, neural networks, and natural language processing. Each chapter in this section provides a detailed explanation of the underlying principles, mathematical foundations, and practical implementation of these techniques.
The final section of the book explores real-world applications of AI and ML across a range of industries, including healthcare, finance, transportation, and entertainment. These case studies showcase how organizations are leveraging the power of these technologies to solve complex problems, improve efficiency, and drive innovation.
Throughout the book, the author emphasizes the importance of ethical and responsible AI development, highlighting the potential risks and challenges associated with these technologies. The book also includes a range of exercises, case studies, and practical examples to help readers apply the concepts and techniques covered in the text.
Whether you are a student, researcher, or industry professional, this book is an essential resource for anyone interested in understanding the rapidly evolving world of artificial intelligence and machine learning.
product information:
| Attribute | Value | ||||
|---|---|---|---|---|---|
| publisher | Sourcebooks Fire; Reissue edition (November 1, 2019) | ||||
| language | English | ||||
| paperback | 400 pages | ||||
| isbn_10 | 1728205484 | ||||
| isbn_13 | 978-1728205489 | ||||
| reading_age | 14 - 18 years | ||||
| lexile_measure | HL680L | ||||
| grade_level | 8 - 12 | ||||
| item_weight | 14.1 ounces | ||||
| dimensions | 5.5 x 1 x 8.25 inches | ||||
| best_sellers_rank | #141 in Books (See Top 100 in Books) #1 in Teen & Young Adult Friendship Fiction #4 in Teen & Young Adult Fiction on Dating & Sex (Books) #7 in Teen & Young Adult Contemporary Romance | ||||
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