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Analytics Optimization with Columnstore Indexes in Microsoft SQL Server

Analytics Optimization with Columnstore Indexes in Microsoft SQL Server

by Edward Pollack

Meet the challenge of storing and accessing analytic data in SQL Server in a fast and performant manner. This book illustrates how columnstore indexes can provide an ideal solution for storing analytic data that leads to faster performing analytic queries and the ability to ask and answer business intelligence questions with alacrity. The book provides a complete walk through of columnstore indexing that en...

Price:  $40.69  |  Publisher:  Apress  |  Release:  2022

Automated Deep Learning Using Neural Network Intelligence

Automated Deep Learning Using Neural Network Intelligence

by Ivan Gridin

Optimize, develop, and design PyTorch and TensorFlow models for a specific problem using the Microsoft Neural Network Intelligence (NNI) toolkit. This book includes practical examples illustrating automated deep learning approaches and provides techniques to facilitate your deep learning model development.The first chapters of this book cover the basics of NNI toolkit usage and methods for solving hyper-par...

Price:  $42.96  |  Publisher:  Apress  |  Release:  2022

Generic Data Structures and Algorithms in Go

Generic Data Structures and Algorithms in Go

by Richard Wiener

Advance your understanding of generic data structures and algorithms and their applications using Go and the effective use of concurrency. You are invited on a journey that aims to improve your programming and problem-solving skills. This book takes you to the next step by showing how to get your programs to work efficiently as well as correctly. As you explore many data structures and the algorithms and ap...

Price:  $54.99  |  Publisher:  Apress  |  Release:  2022

Workload Automation Using HWA

Workload Automation Using HWA

by Navin Sabharwal, Subramani Kasiviswanathan

Apply best practices for deploying and administering HCL Workload automation (HWA) to meet the automation requirements of the digitally transformed platform. This book will provide detailed architecture and deployment options to achieve this goal.Workload automation focuses on real-time processing, predefined event-driven triggers, and situational dependencies. It offers centralized control of managing mult...

Price:  $31.98  |  Publisher:  Apress  |  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

Automated Machine Learning in Action

Automated Machine Learning in Action

by Qingquan Song, Haifeng Jin, Xia Hu

Automated Machine Learning in Action reveals how you can automate the burdensome elements of designing and tuning your machine learning systems. It's written in a math-lite and accessible style, and filled with hands-on examples for applying AutoML techniques to every stage of a pipeline. AutoML can even be implemented by machine learning novices! If you're new to ML, you'll appreciate how th...

Price:  $47.61  |  Publisher:  Manning  |  Release:  2022

The Well-Grounded Java Developer, 2nd Edition

The Well-Grounded Java Developer, 2nd Edition

by Benjamin Evans, Jason Clark, Martijn Verburg

The Well-Grounded Java Developer, Second Edition introduces both the modern innovations and timeless fundamentals you need to know to become a Java master. Authors Ben Evans, Martijn Verburg, and Jason Clark distill their decades of experience as Java Champions, veteran developers, and key contributors to the Java ecosystem into this clear and practical guide. You'll discover how Java works under the h...

Price:  $59.36  |  Publisher:  Manning  |  Release:  2022

Jira 8 Essentials, 6th Edition

Jira 8 Essentials, 6th Edition

by Patrick Li

This new and improved sixth edition comes with the latest Jira 8.21 Data Center offerings, with enhanced features such as clustering, advanced roadmaps, custom field optimization, and tools to track and manage tasks for your projects. This comprehensive guide to Jira 8.20.x LTS version provides updated content on project tracking, issue and field management, workflows, Jira Service Management, and security....

Price:  $44.99  |  Publisher:  Packt Publishing  |  Release:  2022

Practical Deep Learning at Scale with MLflow

Practical Deep Learning at Scale with MLflow

by Yong Liu

The book starts with an overview of the deep learning (DL) life cycle and the emerging Machine Learning Ops (MLOps) field, providing a clear picture of the four pillars of deep learning: data, model, code, and explainability and the role of MLflow in these areas.From there onward, it guides you step by step in understanding the concept of MLflow experiments and usage patterns, using MLflow as a unified fram...

Price:  $44.99  |  Publisher:  Packt Publishing  |  Release:  2022

Machine Learning Engineering on AWS

Machine Learning Engineering on AWS

by Joshua Arvin Lat

There is a growing need for professionals with experience in working on machine learning (ML) engineering requirements as well as those with knowledge of automating complex MLOps pipelines in the cloud. This book explores a variety of AWS services, such as Amazon Elastic Kubernetes Service, AWS Glue, AWS Lambda, Amazon Redshift, and AWS Lake Formation, which ML practitioners can leverage to meet various dat...

Price:  $44.99  |  Publisher:  Packt Publishing  |  Release:  2022

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