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SQL Server Advanced Troubleshooting and Performance Tuning

SQL Server Advanced Troubleshooting and Performance Tuning

by Dmitri Korotkevitch

This practical book provides a comprehensive overview of troubleshooting and performance tuning best practices for Microsoft SQL Server. Database engineers, including database developers and administrators, will learn how to identify performance issues, troubleshoot the system in a holistic fashion, and properly prioritize tuning efforts to attain the best system performance possible.Author Dmitri Korotkevi...

Price:  $56.95  |  Publisher:  O'Reilly Media  |  Release:  2022

Essential Math for Data Science

Essential Math for Data Science

by Thomas Nield

Master the math needed to excel in data science, machine learning, and statistics. In this book author Thomas Nield guides you through areas like calculus, probability, linear algebra, and statistics and how they apply to techniques like linear regression, logistic regression, and neural networks. Along the way you'll also gain practical insights into the state of data science and how to use those insi...

Price:  $45.95  |  Publisher:  O'Reilly Media  |  Release:  2022

Applied Deep Learning with TensorFlow 2, 2nd Edition

Applied Deep Learning with TensorFlow 2, 2nd Edition

by Umberto Michelucci

Understand how neural networks work and learn how to implement them using TensorFlow 2.0 and Keras. This new edition focuses on the fundamental concepts and at the same time on practical aspects of implementing neural networks and deep learning for your research projects.This book is designed so that you can focus on the parts you are interested in. You will explore topics as regularization, optimizers, opt...

Price:  $48.23  |  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

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

Natural Language Processing with Flair

Natural Language Processing with Flair

by Tadej Magajna

Flair is an easy-to-understand natural language processing (NLP) framework designed to facilitate training and distribution of state-of-the-art NLP models for named entity recognition, part-of-speech tagging, and text classification. Flair is also a text embedding library for combining different types of embeddings, such as document embeddings, Transformer embeddings, and the proposed Flair embeddings.Natur...

Price:  $36.99  |  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

MongoDB Performance Tuning

MongoDB Performance Tuning

by Guy Harrison, Michael Harrison

Use this fast and complete guide to optimize the performance of MongoDB databases and the applications that depend on them. You will be able to turbo-charge the performance of your MongoDB applications to provide a better experience for your users, reduce your running costs, and avoid application growing pains. MongoDB is the world's most popular document database and the foundation for thousands of mi...

Price:  $37.24  |  Publisher:  Apress  |  Release:  2021

High Performance SQL Server, 2nd Edition

High Performance SQL Server, 2nd Edition

by Benjamin Nevarez

Design and configure SQL Server instances and databases in support of high-throughput, mission-critical applications providing consistent response times in the face of variations in numbers of users and query volumes. In this new edition, with over 100 pages of additional content, every original chapter has been updated for SQL Server 2019, and the book also includes two new chapters covering SQL Server on ...

Price:  $44.53  |  Publisher:  Apress  |  Release:  2021

Data Science Revealed

Data Science Revealed

by Tshepo Chris Nokeri

Get insight into data science techniques such as data engineering and visualization, statistical modeling, machine learning, and deep learning. This book teaches you how to select variables, optimize hyper parameters, develop pipelines, and train, test, and validate machine and deep learning models. Each chapter includes a set of examples allowing you to understand the concepts, assumptions, and procedures ...

Price:  $33.49  |  Publisher:  Apress  |  Release:  2021

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