Category: Databases & Big Data
eBook Details: Paperback: 497 pages Publisher: WOW! eBook (June 21, 2022) Language: English ISBN-10: 1098101928 ISBN-13: 978-1098101923 eBook Description: SQL Server Advanced Troubleshooting and Performance Tuning: Best Practices and Techniques 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. Discover how performance issues present themselves in SQL Server Learn about SQL Server diagnostic tools, methods, and technologies Perform health checks on SQL Server installations...
eBook Details: Paperback: 404 pages Publisher: WOW! eBook (July 16, 2022) Language: English ISBN-10: 1484281209 ISBN-13: 978-1484281208 eBook Description: Productive and Efficient Data Science with Python: With Modularizing, Memory profiles, and Parallel/GPU Processing This Productive and Efficient Data Science with Python book focuses on the Python-based tools and techniques to help you become highly productive at all aspects of typical data science stacks such as statistical analysis, visualization, model selection, and feature engineering. You’ll review the inefficiencies and bottlenecks lurking in the daily business process and solve them with practical solutions. Automation of repetitive data science tasks is a key mindset that is promoted throughout the book. You’ll...
eBook Details: Paperback: 539 pages Publisher: WOW! eBook; 2nd edition (June 24, 2022) Language: English ISBN-10: 1484281543 ISBN-13: 978-1484281543 eBook Description: Beginning Data Science in R 4: Data Analysis, Visualization, and Modelling for the Data Scientist, 2nd Edition Discover best practices for data analysis and software development in R and start on the path to becoming a fully-fledged data scientist. Updated for the R 4.0 release, this book teaches you techniques for both data manipulation and visualization and shows you the best way for developing new software packages for R. Beginning Data Science in R 4, 2nd Edition details how data science is a combination of...
eBook Details: Paperback: 280 pages Publisher: WOW! eBook (June 30, 2022) Language: English ISBN-10: 1803230061 ISBN-13: 978-1803230061 eBook Description: Feature Store for Machine Learning: Learn how to leverage feature stores to make the most of your machine learning models Feature store is one of the storage layers in machine learning (ML) operations, where data scientists and ML engineers can store transformed and curated features for ML models. This makes them available for model training, inference (batch and online), and reuse in other ML pipelines. Knowing how to utilize feature stores to their fullest potential can save you a lot of time and effort, and this book will...
eBook Details: Paperback: 630 pages Publisher: WOW! eBook (June 30, 2022) Language: English ISBN-10: 1801075549 ISBN-13: 978-1801075541 eBook Description: Time Series Analysis with Python Cookbook: Perform time series analysis and forecasting confidently with this Python code bank and reference manual Time series data is everywhere, available at a high frequency and volume. It is complex and can contain noise, irregularities, and multiple patterns, making it crucial to be well-versed with the techniques covered in this book for data preparation, analysis, and forecasting. This book covers practical techniques for working with time series data, starting with ingesting time series data from various sources and formats, whether in...
eBook Details: Paperback: 706 pages Publisher: WOW! eBook; 2nd edition (June 30, 2022) Language: English ISBN-10: 1801811482 ISBN-13: 978-1801811484 eBook Description: Mastering Microsoft Power BI, 2nd Edition: Plan, design, develop, and manage robust Power BI solutions to generate meaningful insights and make data-driven decisions Mastering Microsoft Power BI, Second Edition, provides an advanced understanding of Power BI to get the most out of your data and maximize business intelligence. This updated edition walks through each essential phase and component of Power BI, and explores the latest, most impactful Power BI features. Using best practices and working code examples, you will connect to data sources, shape and...
