Data Engineering with Databricks Cookbook - Build effective data and AI solutions using Apache Spark Databricks and Delta Lake

Pulkit Chadha

Summary

Written by a Senior Solutions Architect at Databricks, Data Engineering with Databricks Cookbook will show you how to effectively use Apache Spark, Delta Lake, and Databricks for data engineering, starting with comprehensive introduction to data ingestion and loading with Apache Spark.
What makes this book unique is its recipe-based approach, which will help you put your knowledge to use straight away and tackle common problems. You’ll be introduced to various data manipulation and data transformation solutions that can be applied to data, find out how to manage and optimize Delta tables, and get to grips with ingesting and processing streaming data. The book will also show you how to improve the performance problems of Apache Spark apps and Delta Lake. Advanced recipes later in the book will teach you how to use Databricks to implement DataOps and DevOps practices, as well as how to orchestrate and schedule data pipelines using Databricks Workflows. You’ll also go through the full process of setup and configuration of the Unity Catalog for data governance.
By the end of this book, you’ll be well-versed in building reliable and scalable data pipelines using modern data engineering technologies.

Available since: 05/31/2024.

Print length: 438 pages.

Science & Technology

Other books that might interest you

Social Media Marketing For...

Larrie Miller

**Master Digital Marketing and Social Media for Professional Success**
Do you use social media daily but struggle to leverage it professionally? This book is your ultimate guide to mastering digital marketing and transforming your career or business.
The digital revolution has reshaped how we live and work. Companies and professionals must adapt to stay competitive. Without a clear strategy, you risk falling behind in this ever-evolving landscape.
**What You’ll Learn:**
This book simplifies the complexities of digital marketing, offering a step-by-step guide to:
- Attract and retain customers with modern, customer-focused strategies.
- Navigate tools like SEO, Google Ads, and Social Media Marketing (Facebook, Instagram, LinkedIn, etc.).
- Master techniques like Content Marketing, Email Marketing, Growth Hacking, and more.
- Understand digital analytics, Big Data, AI, and their impact on business.
**Who Is This Book For?**
- **Marketing Professionals:** Stay updated with the latest strategies.
- **Aspiring Digital Marketers:** Build a strong foundation for your career.
- **Entrepreneurs and Startups:** Compete effectively with larger companies using smart digital strategies.
**What’s Inside:**
Discover how to use platforms like Facebook, Instagram, YouTube, and LinkedIn to grow your brand. Start with the basics and progress to advanced tools and techniques, even on a limited budget.
This concise, practical guide is perfect for beginners and professionals alike, offering actionable insights to help you succeed in the digital world.
**Take Action Now:**
Scroll to the top of this page and click the **Buy Now** button to start transforming your business and career today!

Show book

Hormone Reset for Women: Unlock...

Emma

Transform your life with the ultimate hormone reset guide for women!
This comprehensive audiobook reveals powerful natural methods to balance hormones, lose stubborn weight, and reclaim your energy. Perfect for women struggling with weight loss resistance, fatigue, mood swings, sleep issues, PCOS, thyroid problems, or menopause symptoms.
Discover the 21-day hormone reset protocol that helps thousands of women achieve hormonal balance naturally.
Learn evidence-based strategies to optimize insulin sensitivity, reduce cortisol levels, support thyroid function, and balance estrogen and progesterone without restrictive dieting or extreme exercise.
This women's health audiobook covers:
✓ Complete hormone healing nutrition plan
✓ Anti-inflammatory meal strategies
✓ Stress management techniques for cortisol control
✓ Natural thyroid support methods\
✓ Cycle syncing for optimal results
✓ Sustainable lifestyle changes
✓ Detoxification protocols
✓ Exercise guidelines for hormonal health Whether you're dealing with perimenopause, PCOS, insulin resistance, or unexplained weight gain, this science-backed approach addresses root causes, not just symptoms.
Say goodbye to yo-yo dieting and hello to lasting transformation. This bestselling wellness audiobook provides practical tools for busy women ready to feel energized, confident, and vibrant again. Join thousands who've successfully reset their metabolism, improved sleep quality, stabilized mood, and achieved sustainable weight loss through natural hormone optimization. Perfect for women's health enthusiasts, fitness lovers, and anyone seeking natural remedies for hormonal imbalance. Your journey to optimal health starts now!

Show book

Living Well with Autoimmune...

Julius Birnbaum

Twenty million adults in the United States live with an autoimmune disease. In this guide, Dr. Julius Birnbaum offers essential advice for navigating the complex world of various autoimmune diseases. This resource will help patients, caregivers, and health care professionals understand the diagnosis, management, and treatment of conditions like lupus, rheumatoid arthritis, Sjogren's syndrome, and more. 
 
 
 
Dr. Birnbaum, an expert in both neurology and rheumatology, covers a wide range of topics, from the basics of autoimmunity to the nuances of various rheumatic diseases and their interconnected nature. Dr. Birnbaum provides a primer on autoimmunity, explaining how the immune system can mistakenly attack the body's own tissues; discusses the roles and limitations of blood tests and biopsies; covers the complexities of various treatment options; emphasizes the importance of personalized treatment plans; debunks common myths about rheumatic diseases and provides practical pearls of wisdom that can help improve quality of life; and provides captivating patient narratives from his clinical practice that clarify how to diagnose and treat autoimmune diseases. 
 
 
 
This essential overview of autoimmune diseases, supplemented with helpful tools for readers and their loved ones, offers hope and empowerment for managing these complex conditions.

Show book

I Flew Into The Cuckoo's Nest -...

Christopher Ford

A hilarious personal account from within the walls of the asylum.  
Unbelievably true stories that will make you laugh out loud while wincing at the shocking detail. This book will leave you wondering how society can be so seriously messed up, and how collective minds have malfunctioned. Not just for those with mental disorders, but those supposedly treating the afflicted. 
This is definitely not a recruitment advert for mental health nursing. 
This is a hard-hitting reality show. As the author says, “It’s a warts and all” account — meaning not just the warts but also the halitosis, the skid marks, and more. A pig wearing lipstick is still a pig; you cannot sugarcoat reality. 
Your jaw will drop often, but it will be exercised with laughter throughout.

Show book

Metaverse Simplified -...

Gaurav Duggal, Medha Agrawal

Metaverse is everywhere. Large conglomerates are betting billions of dollars on it. Concepts like Web 3.0, Blockchain, and NFTs have become the reality of digital life. Entrepreneurs have made millions by investing in Metaverse. Many have become millionaires just by trading virtual land or NFTs on Metaverse. 
Why do you think only a few were able to earn millions? Should the Metaverse concepts, knowledge, and information be easily accessible to all? 
A considerable amount of research was done for this book to democratize the knowledge about the Metaverse. This book is an honest attempt to answer some of these questions:What is the Metaverse?Why is it getting so much attention?How could it evolve over the next 5–10 years?What should you watch for as the market matures? 
Metaverse Simplified contains all the essential elements to make you understand Metaverse in an easy-to-read language and a concise manner. 
Metaverse Simplified is a must-read to get ahead and succeed in the realm of Metaverse. Without further ado, get yourself a copy and usher in a new era for your life timely. 
An audiobook produced by e-Audio Productions

Show book

Amazon FBA - Ultimate Guide to...

Alex Carter

Introducing Amazon FBA: Ultimate Guide to Make Money Online Working with Time and Location Freedom, written by Alex Carter.
This Audiobook is created to guide you to building a successful dropshipping business on one of the world's largest online marketplaces. With this audiobook, you'll learn how to tap into the lucrative world of e-commerce and make money from the comfort of your own home, or anywhere you want to work from.
Here are some reasons why you should consider buying this audiobook:Amazon FBA is the most convenient and efficient way to start a dropshipping business. You can avoid the headaches and expenses of setting up your own website, domain name, hosting, and storing inventory. With Amazon FBA, you can buy products from a manufacturer or wholesaler and ship them directly to your customers.By becoming a "middleman," you can sell products without holding any inventory or taking on any significant risks. You can find suppliers, advertise your products, and send orders to your suppliers. They'll handle the rest and send you the difference between your selling price and the cost of the product.This audiobook will teach you everything you need to know to start a successful Amazon FBA business. You'll learn how to find profitable products, how to set up your Amazon seller account, how to create high-converting product listings, and how to promote your products to increase sales.You'll also learn how to optimize your product listings for Amazon's search algorithm, how to manage your inventory, and how to handle customer service and returns.With Amazon FBA, you can work when you want and where you want. You can be your boss, set your schedule, and work from anywhere with an internet connection.
If you're looking for a way to start an online business that is low-risk, high-reward, and flexible, then Amazon FBA is the perfect opportunity for you!

Show book