| view 👀:6 |
🙍 oneddl |
redaktor: book24h | Rating👍:
Applied Data Science Using PySpark Learn the End-to-End Predictive Model-Building Cycle [#924121]
Free Download Applied Data Science Using PySpark: Learn the End-to-End Predictive Model-Building Cycle by Ramcharan Kakarla, Sundar Krishnan, Balaji Dhamodharan
English | December 2, 2024 | ISBN: 8868808196 | 468 pages | EPUB | 12 Mb
This comprehensive guide, featuring hand-picked examples of daily use cases, will walk you through the end-to-end predictive model-building cycle using the latest techniques and industry tricks. In Chapters 1, 2, and 3, we will begin by setting up the environment and covering the basics of PySpark, focusing on data manipulation. Chapter 4 delves into the art of variable selection, demonstrating various techniques available in PySpark. In Chapters 5, 6, and 7, we explore machine learning algorithms, their implementations, and fine-tuning techniques. Chapters 8 and 9 will guide you through machine learning pipelines and various methods to operationalize and serve models using Docker/API. Chapter 10 will demonstrate how to unlock the power of predictive models to create a meaningful impact on your business. Chapter 11 introduces some of the most widely used and powerful modeling frameworks to unlock real value from data.
In this new edition, you will learn predictive modeling frameworks that can quantify customer lifetime values and estimate the return on your predictive modeling investments. This edition also includes methods to measure engagement and identify actionable populations for effective churn treatments. Additionally, a dedicated chapter on experimentation design has been added, covering steps to efficiently design, conduct, test, and measure the results of your models. All code examples have been updated to reflect the latest stable version of Spark.
You will:Gain an overview of end-to-end predictive model buildingUnderstand multiple variable selection techniques and their implementationsLearn how to operationalize modelsPerform data science experiments and learn useful tips
Rapidgator
csl5h.7z.html
Fileaxa
FilesPayouts
csl5h.7z
Fikper
Links are Interchangeable - Single Extraction
⚠️ Dead Link ?
You may submit a re-upload request using the search feature.
All requests are reviewed in accordance with our Content Policy.
Significant surge in the popularity of free ebook download platforms. These virtual repositories offer an unparalleled range, covering genres that span from classic literature to contemporary non-fiction, and everything in between. Enthusiasts of reading can easily indulge in their passion by accessing free books download online services, which provide instant access to a wealth of knowledge and stories without the physical constraints of space or the financial burden of purchasing hardcover editions.
Comments (0)
Users of Guests are not allowed to comment this publication.