Machine Learning with Qlik Sense: Utilize different machine learning models in practical use cases by leveraging Qlik Sense

Ranta, Hannu

  • 出版商: Packt Publishing
  • 出版日期: 2023-10-27
  • 售價: $1,890
  • 貴賓價: 9.5$1,796
  • 語言: 英文
  • 頁數: 242
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1805126156
  • ISBN-13: 9781805126157
  • 相關分類: Machine Learning
  • 下單後立即進貨 (約3~4週)



Master the art of machine learning by using the one-of-a-kind Qlik platform, and take your data analytics skills to the next level

Key Features:

  • Gain a solid understanding of machine learning concepts and learn to effectively define a problem
  • Explore the application of machine learning principles within the Qlik platform
  • Apply your knowledge of ML to real-world scenarios with the help of practical examples
  • Purchase of the print or Kindle book includes a free PDF eBook

Book Description:

The ability to forecast future trends through data prediction, coupled with the integration of ML and AI, has become indispensable to global enterprises. Qlik, with its extensive machine learning capabilities, stands out as a leading analytics platform enabling businesses to achieve exhaustive comprehension of their data. This book helps you maximize these capabilities by using hands-on illustrations to improve your ability to make data-driven decisions.

You'll begin by cultivating an understanding of machine learning concepts and algorithms, and build a foundation that paves the way for subsequent chapters. The book then helps you navigate through the process of framing machine learning challenges and validating model performance. Through the lens of Qlik Sense, you'll explore data preprocessing and analysis techniques, as well as find out how to translate these techniques into pragmatic machine learning solutions. The concluding chapters will help you get to grips with advanced data visualization methods to facilitate a clearer presentation of findings, complemented by an array of real-world instances to bolster your skillset.

By the end of this book, you'll have mastered the art of machine learning using Qlik tools and be able to take your data analytics journey to new heights.

What You Will Learn:

  • Find out how to build practical machine learning solutions with the Qlik platform
  • Develop the skills needed to generate and verify machine learning models using the Qlik platform
  • Discover techniques used for preparing and investigating data to craft machine learning solutions
  • Understand how to transform real-world business problems into machine learning models
  • Expand your potential to new use cases with data analytics
  • Explore advanced visualization techniques to make your models come alive

Who this book is for:

If you're interested in data and analytics and are looking to extend your skillset to machine learning, this book is for you. Basic working knowledge of data, preferably with Qlik tools, will help you get started with this book. This is an excellent guide for anyone who wants to start using machine learning as part of their data analytics journey.


精通機器學習的藝術,利用獨一無二的 Qlik 平台,將您的數據分析技能提升到新的水平。

- 獲得對機器學習概念的扎實理解,並學會有效地定義問題
- 在 Qlik 平台內探索機器學習原則的應用
- 通過實際示例將機器學習知識應用於現實場景
- 購買印刷版或 Kindle 版本的書籍將包含免費的 PDF 電子書

透過數據預測來預測未來趨勢的能力,再加上機器學習和人工智慧的整合,已經成為全球企業不可或缺的能力。Qlik 平台以其廣泛的機器學習功能脫穎而出,使企業能夠全面理解其數據。本書通過實際示例幫助您最大限度地發揮這些功能,提高您做出數據驅動決策的能力。

您將首先培養對機器學習概念和算法的理解,並建立一個為後續章節鋪路的基礎。然後,本書將幫助您通過構建機器學習挑戰和驗證模型性能的過程。通過 Qlik Sense,您將探索數據預處理和分析技術,並了解如何將這些技術轉化為實用的機器學習解決方案。最後幾章將幫助您掌握高級數據可視化方法,以便更清晰地呈現研究結果,並通過一系列真實案例來增強您的技能。

通過閱讀本書,您將精通使用 Qlik 工具進行機器學習的藝術,並能夠將您的數據分析之旅推向新的高度。

- 發現如何使用 Qlik 平台構建實用的機器學習解決方案
- 發展使用 Qlik 平台生成和驗證機器學習模型所需的技能
- 探索用於準備和調查數據以製作機器學習解決方案的技術
- 理解如何將現實世界的業務問題轉化為機器學習模型
- 通過數據分析擴展您的潛力到新的應用案例
- 探索高級可視化技術,使您的模型更加生動

本書適合對數據和分析感興趣,並希望將其技能擴展到機器學習的讀者。具備基本的數據工作知識,最好是使用 Qlik 工具,將有助於您開始閱讀本書。對於希望在其數據分析之旅中開始使用機器學習的任何人來說,這是一本優秀的指南。