Category: Databases & Big Data

Data Labeling in Machine Learning with Python 0

Data Labeling in Machine Learning with Python

eBook Details: Paperback: 398 pages Publisher: WOW! eBook (January 31, 2024) Language: English ISBN-10: 1804610542 ISBN-13: 978-1804610541 eBook Description: Data Labeling in Machine Learning with Python: Explore modern ways to prepare labeled data for training and fine-tuning ML and generative AI models. Take your data preparation, machine learning, and GenAI skills to the next level by learning a range of Python algorithms and tools for data labeling. Data labeling is the invisible hand that guides the power of artificial intelligence and machine learning. In today’s data-driven world, mastering data labeling is not just an advantage, it’s a necessity. Data Labeling in Machine...

Managing Data Integrity for Finance 0

Managing Data Integrity for Finance

eBook Details: Paperback: 434 pages Publisher: WOW! eBook (January 31, 2024) Language: English ISBN-10: 1837630143 ISBN-13: 978-1837630141 eBook Description: Managing Data Integrity for Finance: Discover practical data quality management strategies for finance analysts and data professionals. Level up your career by learning best practices for managing the data quality and integrity of your financial data. Data integrity management plays a critical role in the success and effectiveness of organizations trying to use financial and operational data to make business decisions. Unfortunately, there is a big gap between the analysis and management of finance data along with the proper implementation of complex data...

Bayesian Analysis with Python, Third Edition 0

Bayesian Analysis with Python, Third Edition

eBook Details: Paperback: 394 pages Publisher: WOW! eBook; 3rd edition (January 31, 2024) Language: English ISBN-10: 1805127160 ISBN-13: 978-1805127161 eBook Description: Bayesian Analysis with Python, 3rd Edition: Learn the fundamentals of Bayesian modeling using state-of-the-art Python libraries, such as PyMC, ArviZ, Bambi, and more, guided by an experienced Bayesian modeler who contributes to these libraries The Bayesian Analysis with Python, Third Edition serves as an introduction to the main concepts of applied Bayesian modeling using PyMC, a state-of-the-art probabilistic programming library, and other libraries that support and facilitate modeling like ArviZ, for exploratory analysis of Bayesian models; Bambi, for flexible and...

MLOps with Red Hat OpenShift 0

MLOps with Red Hat OpenShift

eBook Details: Paperback: 238 pages Publisher: WOW! eBook (January 31, 2024) Language: English ISBN-10: 1805120239 ISBN-13: 978-1805120230 eBook Description: MLOps with Red Hat OpenShift: Build and manage MLOps pipelines with this practical guide to using Red Hat OpenShift Data Science, unleashing the power of machine learning workflows MLOps with OpenShift offers practical insights for implementing MLOps workflows on the dynamic OpenShift platform. As organizations worldwide seek to harness the power of machine learning operations, this book lays the foundation for your MLOps success. Starting with an exploration of key MLOps concepts, including data preparation, model training, and deployment, you’ll prepare to unleash...

Data Engineering with Scala and Spark 0

Data Engineering with Scala and Spark

eBook Details: Paperback: 300 pages Publisher: WOW! eBook (January 31, 2024) Language: English ISBN-10: 1804612588 ISBN-13: 978-1804612583 eBook Description: Data Engineering with Scala and Spark: Take your data engineering skills to the next level by learning how to utilize Scala and functional programming to create continuous and scheduled pipelines that ingest, transform, and aggregate data Most data engineers know that performance issues in a distributed computing environment can easily lead to issues impacting the overall efficiency and effectiveness of data engineering tasks. While Python remains a popular choice for data engineering due to its ease of use, Scala shines in scenarios where...