Learning Alteryx: A beginner's guide to using Alteryx for self-service analytics and business intelligence
暫譯: 學習 Alteryx:自助分析與商業智慧的初學者指南
Renato Baruti
- 出版商: Packt Publishing
- 出版日期: 2017-12-26
- 售價: $2,000
- 貴賓價: 9.5 折 $1,900
- 語言: 英文
- 頁數: 228
- 裝訂: Paperback
- ISBN: 1788392655
- ISBN-13: 9781788392655
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商品描述
Implement your Business Intelligence solutions without any coding - by leveraging the power of the Alteryx platform
Key Features
- Experience the power of codeless analytics using Alteryx, a leading Business Intelligence tool
- Uncover hidden trends and valuable insights from your data across different sources and make accurate predictions
- Includes real-world examples to put your understanding of the features in Alteryx to practical use
Book Description
Alteryx, as a leading data blending and advanced data analytics platform, has taken self-service data analytics to the next level. Companies worldwide often find themselves struggling to prepare and blend massive datasets that are time-consuming for analysts. Alteryx solves these problems with a repeatable workflow designed to quickly clean, prepare, blend, and join your data in a seamless manner.
This book will set you on a self-service data analytics journey that will help you create efficient workflows using Alteryx, without any coding involved. It will empower you and your organization to take well-informed decisions with the help of deeper business insights from the data.Starting with the fundamentals of using Alteryx such as data preparation and blending, you will delve into the more advanced concepts such as performing predictive analytics. You will also learn how to use Alteryx’s features to share the insights gained with the relevant decision makers. To ensure consistency, we will be using data from the Healthcare domain throughout this book.
The knowledge you gain from this book will guide you to solve real-life problems related to Business Intelligence confidently. Whether you are a novice with Alteryx or an experienced data analyst keen to explore Alteryx’s self-service analytics features, this book will be the perfect companion for you.
What you will learn
- Create efficient workflows with Alteryx to answer complex business questions
- Learn how to speed up the cleansing, data preparing, and shaping process
- Blend and join data into a single dataset for self-service analysis
- Write advanced expressions in Alteryx leading to an optimal workflow for efficient processing of huge data
- Develop high-quality, data-driven reports to improve consistency in reporting and analysis
- Explore the flexibility of macros by automating analytic processes
- Apply predictive analytics from spatial, demographic, and behavioral analysis and quickly publish, schedule
- Share your workflows and insights with relevant stakeholders
Who This Book Is For
This book is for aspiring data professionals who want to learn and implement self-service analytics from scratch, without any coding. Those who have some experience with Alteryx and want to gain more proficiency will also find this book to be useful. A basic understanding of the data science concepts is all you need to get started with this book.
Table of Contents
- Getting Started with Alteryx
- Workflow Optimization
- Data Preparation & Blending
- Writing Fast & Accurate Expressions
- Transforming Data
- Data Parsing Techniques to Easily Parse Complex Data Streams
- Creating Data-Driven Custom Reports
- Using Macros in Workflows
- Sharing Your Insights
- Best Practices
商品描述(中文翻譯)
無需編碼即可實現您的商業智慧解決方案 - 利用 Alteryx 平台的強大功能
主要特點
- 體驗使用 Alteryx 這一領先的商業智慧工具進行無代碼分析的強大功能
- 從不同來源的數據中發現隱藏的趨勢和有價值的見解,並做出準確的預測
- 包含實際案例,幫助您將對 Alteryx 功能的理解付諸實踐
書籍描述
Alteryx 作為一個領先的數據混合和高級數據分析平台,將自助數據分析提升到了一個新水平。全球的公司經常發現自己在準備和混合大量數據集時面臨困難,這對分析師來說是耗時的。Alteryx 通過設計可重複的工作流程來解決這些問題,能夠快速清理、準備、混合和連接您的數據,實現無縫操作。
本書將引導您踏上自助數據分析的旅程,幫助您使用 Alteryx 創建高效的工作流程,而無需編碼。它將使您和您的組織能夠根據數據提供的深入商業見解做出明智的決策。從使用 Alteryx 的基本概念開始,例如數據準備和混合,您將深入了解更高級的概念,例如執行預測分析。您還將學習如何使用 Alteryx 的功能與相關決策者分享所獲得的見解。為了確保一致性,本書將使用來自醫療保健領域的數據。
您從本書中獲得的知識將指導您自信地解決與商業智慧相關的現實問題。無論您是 Alteryx 的新手,還是希望探索 Alteryx 自助分析功能的經驗豐富的數據分析師,本書都將是您完美的伴侶。
您將學到什麼
- 使用 Alteryx 創建高效的工作流程以回答複雜的商業問題
- 學習如何加快清理、數據準備和塑形過程
- 將數據混合並合併為單一數據集以進行自助分析
- 在 Alteryx 中編寫高級表達式,實現高效處理大量數據的最佳工作流程
- 開發高質量的數據驅動報告,以提高報告和分析的一致性
- 通過自動化分析過程來探索宏的靈活性
- 應用來自空間、人口統計和行為分析的預測分析,並快速發布和排程
- 與相關利益相關者分享您的工作流程和見解
本書適合誰
本書適合希望從零開始學習和實施自助分析的數據專業人士,無需編碼。那些對 Alteryx 有一定經驗並希望提高熟練度的人也會發現本書有用。您只需對數據科學概念有基本了解即可開始閱讀本書。
目錄
- 開始使用 Alteryx
- 工作流程優化
- 數據準備與混合
- 編寫快速且準確的表達式
- 數據轉換
- 數據解析技術以輕鬆解析複雜的數據流
- 創建數據驅動的自定義報告
- 在工作流程中使用宏
- 分享您的見解
- 最佳實踐