Tagged: Python

Deep Learning for Coders with fastai and PyTorch 0

Deep Learning for Coders with fastai and PyTorch

eBook Details: Paperback: 624 pages Publisher: WOW! eBook; 1st edition (August 4, 2020) Language: English ISBN-10: 1492045527 ISBN-13: 978-1492045526 eBook Description: Deep Learning for Coders with fastai and PyTorch: AI Applications Without a PhD Deep learning is often viewed as the exclusive domain of math PhDs and big tech companies. But as this Deep Learning for Coders with fastai and PyTorch hands-on guide demonstrates, programmers comfortable with Python can achieve impressive results in deep learning with little math background, small amounts of data, and...

Learning Spark, 2nd Edition 0

Learning Spark, 2nd Edition

eBook Details: Paperback: 400 pages Publisher: WOW! eBook; 2nd edition (July 28, 2020) Language: English ISBN-10: 1492050040 ISBN-13: 978-1492050049 eBook Description: Learning Spark: Lightning-Fast Data Analytics, 2nd Edition Updated to include Spark 3.0, this Learning Spark, 2nd Edition shows data engineers and data scientists why structure and unification in Spark matters. Specifically, this book explains how to perform simple and complex data analytics and employ machine learning algorithms. Through step-by-step walk-throughs, code snippets, and notebooks, you’ll be able to: Learn Python, SQL, Scala, or...

Hands-On Python Natural Language Processing 0

Hands-On Python Natural Language Processing

eBook Details: Paperback: 316 pages Publisher: WOW! eBook (June 26, 2020) Language: English ISBN-10: 1838989595 ISBN-13: 978-1838989590 eBook Description: Hands-On Python Natural Language Processing: Get well-versed with traditional as well as modern natural language processing concepts and techniques Natural Language Processing (NLP) is the subfield in computational linguistics that enables computers to understand, process, and analyze text. This book caters to the unmet demand for hands-on training of NLP concepts and provides exposure to real-world applications along with a solid theoretical grounding. This book...

Hands-On Mathematics for Deep Learning 0

Hands-On Mathematics for Deep Learning

eBook Details: Paperback: 364 pages Publisher: WOW! eBook (June 12, 2020) Language: English ISBN-10: 1838647295 ISBN-13: 978-1838647292 eBook Description: Hands-On Mathematics for Deep Learning: A comprehensive guide to getting well-versed with the mathematical techniques for building modern deep learning architectures Most programmers and data scientists struggle with mathematics, having either overlooked or forgotten core mathematical concepts. This book uses Python libraries to help you understand the math required to build deep learning (DL) models. You’ll begin by learning about core mathematical and modern computational...

40 Algorithms Every Programmer Should Know 0

40 Algorithms Every Programmer Should Know

eBook Details: Paperback: 382 pages Publisher: WOW! eBook (June 12, 2020) Language: English ISBN-10: 1789801214 ISBN-13: 978-1789801217 eBook Description: 40 Algorithms Every Programmer Should Know: Learn algorithms for solving classic computer science problems with this concise guide covering everything from fundamental algorithms, such as sorting and searching, to modern algorithms used in machine learning and cryptography Algorithms have always played an important role in both the science and practice of computing. Beyond traditional computing, the ability to use algorithms to solve real-world problems is...