Mastering Databricks Lakehouse Platform

Mastering Databricks Lakehouse Platform: Perform Data Warehousing, Data Engineering, Machine Learning, DevOps, and BI into a Single Platform (English Edition)
Author: Sagar Lad (Author), Anjani Kumar (Author)
Publisher ‏ : ‎ BPB Publications (July 11, 2022)
Language ‏ : ‎ English
Paperback ‏ : ‎ 332 pages
ISBN-10 ‏ : ‎ 9355511396
ISBN-13 ‏ : ‎ 9789355511393

Book Description
Enable data and AI workloads with absolute security and scalability

Key Features

● Detailed, step-Author:-step instructions for every data professional starting a career with data engineering.

● Access to DevOps, Machine Learning, and Analytics wirthin a single unified platform.

● Includes design considerations and security best practices for efficient utilization of Databricks platform.

Description

Starting with the fundamentals of the databricks lakehouse platform, the book teaches readers on administering various data operations, including Machine Learning, DevOps, Data Warehousing, and BI on the single platform.

The subsequent chapters discuss working around data pipelines utilizing the databricks lakehouse platform with data processing and audit quality framework. The book teaches to leverage the Databricks Lakehouse platform to develop delta live tables, streamline ETL/ELT operations, and administer data sharing and orchestration. The book explores how to schedule and manage jobs through the Databricks notebook UI and the Jobs API. The book discusses how to implement DevOps methods on the Databricks Lakehouse platform for data and AI workloads. The book helps readers prepare and process data and standardizes the entire ML lifecycle, right from experimentation to production.

The book doesn't just stop here; instead, it teaches how to directly query data lake with your favourite BI tools like Power BI, Tableau, or Qlik. Some of the best industry practices on building data engineering solutions are also demonstrated towards the end of the book.

What you will learn

● Acquire capabilities to administer end-to-end Databricks Lakehouse Platform.

● Utilize Flow to deploy and monitor machine learning solutions.

● Gain practical experience with SQL Analytics and connect Tableau, Power BI, and Qlik.

● Configure clusters and automate CI/CD deployment.

● Learn how to use Airflow, Data Factory, Delta Live Tables, Databricks notebook UI, and the Jobs API.

Who this book is for

This book is for every data professional, including data engineers, ETL developers, DB administrators, Data Scientists, SQL Developers, and BI specialists. You don't need any prior expertise with this platform because the book covers all the basics.

Table of Contents

1. Getting started with Databricks Platform

2. Management of Databricks Platform

3. Spark, Databricks, and Building a Data Quality Framework

4. Data Sharing and Orchestration with Databricks

5. Simplified ETL with Delta Live Tables

6. SCD Type 2 Implementation with Delta Lake

7. Machine Learning Model Management with Databricks

8. Continuous Integration and Delivery with Databricks

9. Visualization with Databricks

10. Best Security and Compliance Practices of Databricks


下载地址:

Mastering Databricks Lakehouse Platform 9789355511393.epub (访问密码: 1024)

下载地址 Download隐藏内容需1积分,VIP免费,请先 !没有帐号? 注 册 一个!
觉得文章有用就打赏一下
未经允许不得转载:finelybook » Mastering Databricks Lakehouse Platform

评论 抢沙发

  • 昵称 (必填)
  • 邮箱 (必填)
  • 网址

觉得文章有用就打赏一下

非常感谢你的打赏,我们将继续给力更多优质内容,让我们一起创建更加美好的网络世界!

支付宝扫一扫打赏

微信扫一扫打赏