Neural networks and fuzzy systems

Driving Intelligence takes a critical and captivating tour of autonomous driving, a phenomenon at the intersection of data-driven platforms, artificial (general) intelligence and the mind.

Driving Intelligence takes a critical and captivating tour of autonomous driving, a phenomenon at the intersection of data-driven platforms, artificial (general) intelligence and the mind.

A hands-on guide to powerful graph-based deep learning models.

Distant galaxies, dark matter, black holes elusive, incomprehensible and inhospitable these are the building blocks of modern physics.

Deep learning systems have gotten really great at identifying patterns in text, images, and video.

AI as a Service is a practical handbook to building and implementing serverless AI applications, without bogging you down with a lot of theory.

How does the computer learn to understand what it sees?

Probabilistic Deep Learning is a hands-on guide to the principles that support neural networks.

Discover valuable machine learning techniques you can understand and apply using just high-school math.

Summary Machine learning (ML) is a collection of programming techniques for discovering relationships in data.

Summary You are going to need more than technical knowledge to succeed as a data scientist.

SummaryGrokking Deep Learning teaches you to build deep learning neural networks from scratch!

Grokking Deep Reinforcement Learning uses engaging exercises to teach you how to build deep learning systems.

Sharpen your coding skills by exploring established computer science problems!

Summary Companies small and large are initiating AI projects, investing vast sums of money on software, developers, and data scientists.

SummaryDeep Learning for Search teaches you how to improve the effectiveness of your search by implementing neural network-based techniques.

From start to finish, the best book to help you learn AI algorithms and recall why and how you use them.

There's a great deal of wisdom in a crowd, but how do you listen to a thousand people talking at once?

Deliver huge improvements to your machine learning pipelines without spending hours fine-tuning parameters!

SummaryDeep Learning with R introduces the world of deep learning using the powerful Keras library and its R language interface.

Summary Deep learning has transformed the fields of computer vision, image processing, and natural language applications.

Summary Imagine predicting which customers are thinking about switching to a competitor or flagging potential process failures before they happen Think about the benefits of forecasting tedious business processes and back-office tasks Envision quickly gauging customer sentiment from social media content (even large volumes of it).

SummaryDeep Learning and the Game of Go teaches you how to apply the power of deep learning to complex reasoning tasks by building a Go-playing AI.

Deep learning from the ground up using R and the powerful Keras library!

Can machines think?

Can machines think?