Category: Databases & Big Data
eBook Details: Paperback: 402 pages Publisher: WOW! eBook (May 24, 2024) Language: English ISBN-10: 1800564678 ISBN-13: 978-1800564671 eBook Description: Privacy-Preserving Machine Learning: A use-case-driven approach to building and protecting ML pipelines from privacy and security threats. Gain hands-on experience in data privacy and privacy-preserving machine learning with open-source ML frameworks, while exploring techniques and algorithms to protect sensitive data from privacy breaches. Privacy regulations are evolving each year and compliance with privacy regulations is mandatory for every enterprise. Machine learning engineers are required to not only analyze large amounts of data to gain crucial insights, but also comply with privacy regulations to...
eBook Details: Paperback: 368 pages Publisher: WOW! eBook (May 10, 2024) Language: English ISBN-10: 183508950X ISBN-13: 978-1835089507 eBook Description: Building Data-Driven Applications with LlamaIndex: A practical guide to retrieval-augmented generation (RAG) to enhance LLM applications. Solve real-world problems easily with artificial intelligence (AI) using the LlamaIndex data framework to enhance your LLM-based Python applications. Generative AI, such as Large Language Models (LLMs) possess immense potential. These models simplify problems but have limitations, including contextual memory constraints, prompt size issues, real-time data gaps, and occasional “hallucinations.” With this book, you’ll go from preparing the environment to gradually adding features and deploying the...
eBook Details: Paperback: 332 pages Publisher: WOW! eBook (March 29, 2024) Language: English ISBN-10: 1837636451 ISBN-13: 978-1837636457 eBook Description: Fundamentals of Analytics Engineering: Gain a holistic understanding of the analytics engineering lifecycle by integrating principles from both data analysis and engineering Navigate the world of data analytics with Fundamentals of Analytics Engineering-guiding you from foundational concepts to advanced techniques of data ingestion and warehousing, data lakehouse, and data modeling. Written by a team of 7 industry experts, this book helps you to transform raw data into structured insights. In this book, you’ll discover how to clean, filter, aggregate, and reformat data,...
eBook Details: Paperback: 452 pages Publisher: WOW! eBook (May 10, 2024) Language: English ISBN-10: 1803241608 ISBN-13: 978-1803241609 eBook Description: Data Analytics for Marketing: A practical guide to analyzing marketing data using Python. Conduct data-driven marketing research and analysis with hands-on examples using Python by leveraging open-source tools and libraries. Most marketing professionals are familiar with various sources of customer data that promise insights for success. There are extensive sources of data, from customer surveys to digital marketing data. Moreover, there is an increasing variety of tools and techniques to shape data, from small to big data. However, having the right knowledge...
eBook Details: Paperback: 340 pages Publisher: WOW! eBook (February 29, 2024) Language: English ISBN-10: 1805126407 ISBN-13: 978-1805126409 eBook Description: Data Cleaning with Power BI: The definitive guide to transforming dirty data into actionable insights. Unlock the full potential of your data by mastering the art of cleaning, preparing, and transforming data with Power BI for smarter insights and data visualizations. Microsoft Power BI offers a range of powerful data cleaning and preparation options through tools such as DAX, Power Query, and the M language. However, despite its user-friendly interface, mastering it can be challenging. Whether you’re a seasoned analyst or a...
