Category: Machine Learning

Deep Learning with TensorFlow 2 and Keras : Regression, ConvNets, GANs, RNNs, NLP, and more with TensorFlow 2 and the Keras API, 2nd Edition

Deep Learning with TensorFlow 2.0 and Keras

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Build machine and deep learning systems with the newly released…
Associative Learning For A Robot Intelligence

Associative Learning For A Robot Intelligence

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The explanation of brain functioning in terms of the association…
Reinforcement Learning : An Introduction

Reinforcement Learning

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Richard Sutton and Andrew Barto provide a clear and simple…
Computer Age Statistical Inference : Algorithms, Evidence, and Data Science

Computer Age Statistical Inference

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The twenty-first century has seen a breathtaking expansion of statistical…
Machine Learning : An Applied Mathematics Introduction

Machine Learning

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Machine Learning: An Applied Mathematics Introduction covers the essential mathematics…
Genetic Algorithms and Machine Learning for Programmers

Genetic Algorithms and Machine Learning for Programmers

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Self-driving cars, natural language recognition, and online recommendation engines are…
High-Dimensional Statistics : A Non-Asymptotic Viewpoint

High-Dimensional Statistics

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Recent years have witnessed an explosion in the volume and…
Machine Learning Refined : Foundations, Algorithms, and Applications

Machine Learning Refined

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Providing a unique approach to machine learning, this text contains…
Hands-On Machine Learning with Azure : Build powerful models with cognitive machine learning and artificial intelligence

Hands-On Machine Learning with Azure

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Implement machine learning, cognitive services, and artificial intelligence solutions by…
Applied Text Analysis with Python

Applied Text Analysis with Python

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From news and speeches to informal chatter on social media,…
Demystifying Big Data and Machine Learning for Healthcare

Demystifying Big Data and Machine Learning for Healthcare

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Healthcare transformation requires us to continually look at new and…
Machine Learning and AI for Healthcare : Big Data for Improved Health Outcomes

Machine Learning and AI for Healthcare

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Explore the theory and practical applications of artificial intelligence (AI)…
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