Category: Databases & Big Data

Codeless Deep Learning with KNIME 0

Codeless Deep Learning with KNIME

eBook Details: Paperback: 384 pages Publisher: WOW! eBook (November 27, 2020) Language: English ISBN-10: 1800566611 ISBN-13: 978-1800566613 eBook Description: Codeless Deep Learning with KNIME: Discover how to integrate KNIME Analytics Platform with deep learning libraries to implement artificial intelligence solutions KNIME Analytics Platform is an open source software used to create and design data science workflows. This book is a comprehensive guide to the KNIME GUI and KNIME deep learning integration, helping you build neural network models without writing any code. It’ll guide you in building...

Practical Fairness 0

Practical Fairness

eBook Details: Paperback: 346 pages Publisher: WOW! eBook; 1st edition (December 29, 2020) Language: English ISBN-10: 1492075736 ISBN-13: 978-1492075738 eBook Description: Practical Fairness: Achieving Fair and Secure Data Models Fairness is becoming a paramount consideration for data scientists. Mounting evidence indicates that the widespread deployment of machine learning and AI in business and government is reproducing the same biases we’re trying to fight in the real world. But what does fairness mean when it comes to code? This Practical Fairness practical book covers basic concerns related to...

Introducing MLOps 0

Introducing MLOps

eBook Details: Paperback: 186 pages Publisher: WOW! eBook (December 22, 2020) Language: English ISBN-10: 1492083291 ISBN-13: 978-1492083290 eBook Description: Introducing MLOps: How to Scale Machine Learning in the Enterprise More than half of the analytics and machine learning (ML) models created by organizations today never make it into production. Some of the challenges and barriers to operationalization are technical, but others are organizational. Either way, the bottom line is that models not in production can’t provide business impact. This Introducing MLOps book helps you: Fulfill data science...

Machine Learning for Economics and Finance in TensorFlow 2 0

Machine Learning for Economics and Finance in TensorFlow 2

eBook Details: Paperback: 384 pages Publisher: WOW! eBook (November 26, 2020) Language: English ISBN-10: 1484263723 ISBN-13: 978-1484263723 eBook Description: Machine Learning for Economics and Finance in TensorFlow 2: Deep Learning Models for Research and Industry Find solutions to problems in economics and finance using tools from machine learning. ML has taken time to move into the space of academic economics. This is because empirical work in economics is concentrated on the identification of causal relationships in parsimonious statistical models; whereas machine learning is oriented towards prediction...

Hyperparameter Optimization in Machine Learning 0

Hyperparameter Optimization in Machine Learning

eBook Details: Paperback: 188 pages Publisher: WOW! eBook (November 29, 2020) Language: English ISBN-10: 1484265785 ISBN-13: 978-1484265789 eBook Description: Hyperparameter Optimization in Machine Learning: Make Your Machine Learning and Deep Learning Models More Efficient Dive into hyperparameter tuning of machine learning models and focus on what hyperparameters are and how they work. This book discusses different techniques of hyperparameters tuning, from the basics to advanced methods. This is a step-by-step guide to hyperparameter optimization, starting with what hyperparameters are and how they affect different aspects of machine...