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Designing Autonomous AI

Designing Autonomous AI

by Kence Anderson

Early rules-based artificial intelligence demonstrated intriguing decision-making capabilities but lacked perception and didn't learn. AI today, primed with machine learning perception and deep reinforcement learning capabilities, can perform superhuman decision-making for specific tasks. This book shows you how to combine the practicality of early AI with deep learning capabilities and industrial cont...

Price:  $45.95  |  Publisher:  O'Reilly Media  |  Release:  2022

Data Science on the Google Cloud Platform, 2nd Edition

Data Science on the Google Cloud Platform, 2nd Edition

by Valliappa Lakshmanan

Learn how easy it is to apply sophisticated statistical and machine learning methods to real-world problems when you build using Google Cloud Platform (GCP). This hands-on guide shows data engineers and data scientists how to implement an end-to-end data pipeline with cloud native tools on GCP.Throughout this updated second edition, you'll work through a sample business decision by employing a variety ...

Price:  $53.26  |  Publisher:  O'Reilly Media  |  Release:  2022

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 3rd Edition

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 3rd Edition

by Aurelien Geron

Through a recent series of breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This bestselling book uses concrete examples, minimal theory, and production-ready Python frameworks (Scikit-Learn, Keras, and TensorFlow) to help yo...

Price:  $21.99  |  Publisher:  O'Reilly Media  |  Release:  2022

Machine Learning with PySpark, 2nd Edition

Machine Learning with PySpark, 2nd Edition

by Pramod Singh

Master the new features in PySpark 3.1 to develop data-driven, intelligent applications. This updated edition covers topics ranging from building scalable machine learning models, to natural language processing, to recommender systems.Machine Learning with PySpark, Second Edition begins with the fundamentals of Apache Spark, including the latest updates to the framework. Next, you will learn the full spectr...

Price:  $49.05  |  Publisher:  Apress  |  Release:  2022

Practical AI for Healthcare Professionals

Practical AI for Healthcare Professionals

by Abhinav Suri

Artificial Intelligence (AI) is a buzzword in the healthcare sphere today. However, notions of what AI actually is and how it works are often not discussed. Furthermore, information on AI implementation is often tailored towards seasoned programmers rather than the healthcare professional/beginner coder. This book gives an introduction to practical AI in the medical sphere, focusing on real-life clinical pr...

Price:  $41.49  |  Publisher:  Apress  |  Release:  2022

Web App Development and Real-Time Web Analytics with Python

Web App Development and Real-Time Web Analytics with Python

by Tshepo Chris Nokeri

Learn to develop and deploy dashboards as web apps using the Python programming language, and how to integrate algorithms into web apps.Author Tshepo Chris Nokeri begins by introducing you to the basics of constructing and styling static and interactive charts and tables before exploring the basics of HTML, CSS, and Bootstrap, including an approach to building web pages with HTML. From there, he'll sho...

Price:  $34.99  |  Publisher:  Apress  |  Release:  2022

Hands-on Machine Learning with Python

Hands-on Machine Learning with Python

by Ashwin Pajankar, Aditya Joshi

Here is the perfect comprehensive guide for readers with basic to intermediate level knowledge of machine learning and deep learning. It introduces tools such as NumPy for numerical processing, Pandas for panel data analysis, Matplotlib for visualization, Scikit-learn for machine learning, and Pytorch for deep learning with Python. It also serves as a long-term reference manual for the practitioners who wil...

Price:  $38.06  |  Publisher:  Apress  |  Release:  2022

Artificial Intelligence in Medical Sciences and Psychology

Artificial Intelligence in Medical Sciences and Psychology

by Tshepo Chris Nokeri

Get started with artificial intelligence for medical sciences and psychology. This book will help healthcare professionals and technologists solve problems using machine learning methods, computer vision, and natural language processing (NLP) techniques. The book covers ways to use neural networks to classify patients with diseases. You will know how to apply computer vision techniques and convolutional neu...

Price:  $38.40  |  Publisher:  Apress  |  Release:  2022

Fundamentals of Deep Learning, 2nd Edition

Fundamentals of Deep Learning, 2nd Edition

by Nithin Buduma, Nikhil Buduma, Joe Papa

We're in the midst of an AI research explosion. Deep learning has unlocked superhuman perception to power our push toward creating self-driving vehicles, defeating human experts at a variety of difficult games including Go, and even generating essays with shockingly coherent prose. But deciphering these breakthroughs often takes a PhD in machine learning and mathematics.The updated second edition of th...

Price:  $52.95  |  Publisher:  O'Reilly Media  |  Release:  2022

Practical Simulations for Machine Learning

Practical Simulations for Machine Learning

by Paris Buttfield-Addison, Mars Buttfield-Addison, Tim Nugent, Jon Manning

Simulation and synthesis are core parts of the future of AI and machine learning. Consider: programmers, data scientists, and machine learning engineers can create the brain of a self-driving car without the car. Rather than use information from the real world, you can synthesize artificial data using simulations to train traditional machine learning models.That's just the beginning.With this practical...

Price:  $59.99  |  Publisher:  O'Reilly Media  |  Release:  2022

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