Ergebnis für "Machine Learning in Python Hands on Machine Learning with Python Tools, Concepts and Techniques" in Wissenschaft & Technik

Deep Learning with Python (Second Edition) introduces the field of deep learning using Python and the powerful Keras library. In this revised and expanded new edition, Keras creator François Chollet offers insights for both novice and experienced machine learning practitioners. As you move through this book, you’ll build your understanding through intuitive explanations and clear examples. You’ll quickly pick up the skills you need to start developing deep learning applications.

For as long as we've studied the mind, we've believed that information flowing from our senses determines what our mind perceives. But as our understanding of neuroscience and psychology has advanced in the last few decades, a provocative and hugely powerful new view has flipped this assumption on its head. The brain is not a passive receiver, but an ever-active predictor. At the forefront of this cognitive revolution is widely acclaimed philosopher and cognitive scientist Andy Clark, who has synthesized his ground-breaking work on the predictive brain.

A rich, narrative explanation of the mathematics that has brought us machine learning and the ongoing explosion of artificial intelligence Machine learning systems are making life-altering decisions for us: approving mortgage loans, determining whether a tumour is cancerous, or deciding whether...

A brilliant new theory of the mind that upends our understanding of how the brain interacts with the world For as long as we’ve studied human cognition, we’ve believed that our senses give us direct access to the world. What we see is what’s really there—or so the thinking goes. But new...

Overseas Press Club Award Winner 2016 A shocking investigative journey into the way the resource trade wreaks havoc on Africa, ‘The Looting Machine’ explores the dark underbelly of the global economy. Africa: the world’s poorest continent and, arguably, its richest. While accounting for...

In this updated and expanded edition of Human + Machine—including a new chapter on gen AI—Daugherty and Wilson show that the essence of the AI paradigm shift is the transformation of all business processes within an organization, whether related to breakthrough innovation, everyday customer service, or personal productivity habits. As humans and smart machines collaborate ever more closely, work processes become more fluid and adaptive, enabling companies to change them on the fly—or completely reimagine them.

It has never been easier for organizations to gather, store, and process data. Use of data science is driven by the rise of big data and social media, the development of high-performance computing, and the emergence of such powerful methods for data analysis and modeling as deep learning. Data science encompasses a set of principles, problem definitions, algorithms, and processes for extracting non-obvious and useful patterns from large datasets.

A paradigm-shifting work that revolutionizes our understanding of the origins and structure of science.