Category: Databases & Big Data
eBook Details: Paperback: 545 pages Publisher: WOW! eBook; 2nd edition (January 16, 2024) Language: English ISBN-10: 8868800078 ISBN-13: 978-8868800078 eBook Description: Beginning Anomaly Detection Using Python-Based Deep Learning: Implement Anomaly Detection Applications with Keras and PyTorch, 2nd Edition This beginner-oriented book will help you understand and perform anomaly detection by learning cutting-edge machine learning and deep learning techniques. This updated Beginning Anomaly Detection Using Python-Based Deep Learning, 2nd Edition focuses on supervised, semi-supervised, and unsupervised approaches to anomaly detection. Over the course of the book, you will learn how to use Keras and PyTorch in practical applications. It also introduces new...
eBook Details: Paperback: 383 pages Publisher: WOW! eBook (January 11, 2024) Language: English ISBN-10: 8868800283 ISBN-13: 978-8868800283 eBook Description: Architecting a Modern Data Warehouse for Large Enterprises: Build Multi-cloud Modern Distributed Data Warehouses with Azure and AWS Design and architect new generation cloud-based data warehouses using Azure and AWS. This book provides an in-depth understanding of how to build modern cloud-native data warehouses, as well as their history and evolution. The book starts by covering foundational data warehouse concepts, and introduces modern features such as distributed processing, big data storage, data streaming, and processing data on the cloud. You will gain an...
eBook Details: Paperback: 344 pages Publisher: WOW! eBook (November 30, 2023) Language: English ISBN-10: 1801070830 ISBN-13: 978-1801070836 eBook Description: Machine Learning for Imbalanced Data: Take your machine learning expertise to the next level with this essential guide, utilizing libraries like imbalanced-learn, PyTorch, scikit-learn, pandas, and NumPy to maximize model performance and tackle imbalanced data As machine learning practitioners, we often encounter imbalanced datasets in which one class has considerably fewer instances than the other. Many machine learning algorithms assume an equilibrium between majority and minority classes, leading to suboptimal performance on imbalanced data. This comprehensive guide helps you address this class imbalance...
eBook Details: Paperback: 321 pages Publisher: WOW! eBook (January 16, 2024) Language: English ISBN-10: 1098142381 ISBN-13: 978-1098142384 eBook Description: Analytics Engineering with SQL and dbt: Building Meaningful Data Models at Scale With the shift from data warehouses to data lakes, data now lands in repositories before it’s been transformed, enabling engineers to model raw data into clean, well-defined datasets. dbt (data build tool) helps you take data further. This practical book shows data analysts, data engineers, BI developers, and data scientists how to create a true self-service transformation platform through the use of dynamic SQL. With this Analytics Engineering with SQL and...
eBook Details: Paperback: 417 pages Publisher: WOW! eBook (December 2, 2023) Language: English ISBN-10: 1484297539 ISBN-13: 978-1484297537 eBook Description: The Ultimate Guide to Functions in Power Query: Turn Raw Data into Actionable Insights This book is a complete guide to using functions in Power Query and is designed to help users of all skill levels learn and master its various functions. The Ultimate Guide to Functions in Power Query begins with an introduction to Power Query and an overview of the different types of functions available, along with detailed explanations of how to use each of them. You’ll see how to leverage...
