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

Pulkit Chadha

Sinossi

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.

Disponibile da: 31/05/2024.

Lunghezza di stampa: 438 pagine.

Scienze e tecnologia

Altri libri che potrebbero interessarti

Nine Algorithms That Changed the...

John MacCormick

This audiobook narrated by Quentin Cooper explains the tricks behind nine revolutionary algorithms that power our computers and smartphones

Every day, we use our computers to perform remarkable feats. A simple web search picks out a handful of relevant needles from the world's biggest haystack. Uploading a photo to Facebook transmits millions of pieces of information over numerous error-prone network links, yet somehow a perfect copy of the photo arrives intact. Without even knowing it, we use public-key cryptography to transmit secret information like credit card numbers, and we use digital signatures to verify the identity of the websites we visit. How do our computers perform these tasks with such ease? John MacCormick answers this question in language anyone can understand, using vivid examples to explain the fundamental tricks behind nine computer algorithms that power our PCs, tablets, and smartphones.

Mostra libro

Make Money Blogging -...

Jessica Ker

Make Money Blogging Step-by-Step Guide in 2020,How to Start Blogging, Write Contents, and Get Traffic and Money Money from Blogging!  
Do you know how to find the most profitable blog niche?  
How to build a blogging site without coding or design experience?  
Don’t know how to get traffic for your blogging?  
Don’t know how to convert your readers to customers?  
Don’t know how to make money from your blogging?Here’s what you’ll learn with this book: Step-by-Step guide to create a bloggingHow to choose a profitable nicheHow to choose a domainHow to choose a blogging hostingHow to build a blogging with WordPressHow to get organic traffic for your bloggingHow to create great contentsHow to do advertising on GoogleThe best way to make money from bloggingTools for content quality check and plagiarismAnd much more!  
An attractive blogging can not only give a good impression but also can reach new customers and prospects for your business. Great posts with suitable marketing ways can help you stand out from your competitors and can convert your potential customers into buyers, whether your business is small or large. 
Follow the blogging build and marketing guides described in this book, and create fantastic blogging for your home business or company!

Mostra libro

Preparándome para Mi Cirugía -...

Fei Zheng-Ward

Ir al hospital para una cirugía puede ser una gran aventura, pero también puede resultar bastante intimidante, especialmente para los niños.¡Preparándome para Mi Cirugía está aquí para ayudar! 
Este libro es como una guía amigable, que te lleva de la mano y te muestra exactamente lo que puedes esperar, desde el momento en que ingresas al hospital hasta el momento feliz en que todo termina. 
¿Alguna vez te has preguntado cómo es una bata de hospital o cómo se siente un tensiómetro? ¿Quieres saber por qué los médicos necesitan examinar tu corazón y tus pulmones, o para qué sirve ese pequeño clip gracioso en tu dedo? Tenemos todas las respuestas aquí, además de un divertido juego de "espío en el hospital" que convierte todo en una especie de aventura. 
Si eres un explorador valiente o te sientes un poco nervioso, este libro es para ti. Está repleto de información, apoyo y pequeños momentos de diversión que te ayudarán a sentirte preparado para la cirugía. Entonces, respira hondo, ponte tu capa de superhéroe (¡al revés, por supuesto!) y preparémonos juntos para la cirugía. 
¡Tu aventura te espera!

Mostra libro

Kickstart Artificial...

Dr. S.Mahesh Anand

Master AI Fundamentals and Build Real-World Machine Learning and Deep Learning Solutions.
Book Description
AI is transforming industries, driving innovation, and shaping the future of technology. A strong foundation in AI fundamentals is essential for anyone looking to stay ahead in this rapidly evolving field.
Kickstart Artificial Intelligence Fundamentals is a comprehensive companion designed to demystify core AI concepts, covering Machine Learning, Deep Learning, and Neural Networks. Tailored for all AI enthusiasts, this book provides hands-on Python implementation using the TensorFlow-Keras framework, ensuring a seamless learning experience from theory to practice.
Bridging the gap between concepts and real-world applications, this book offers intuitive explanations, mathematical foundations, and practical use cases. Readers will explore supervised and unsupervised Machine Learning models, master Convolutional Neural Networks for image classification, and leverage Long Short-Term Memory networks for time-series forecasting. Each chapter includes coding examples and guided exercises, making it an invaluable resource for both beginners and advanced learners.
Table of Contents
1. Introduction and Evolution of AI Technologies
2. Modern Approach to AI
3. Introduction to Machine Learning
4. Regression Versus Classification Model
5. Naive Bayes as a Linear Classifier
6. Tree-Based Machine Learning Models
7. Distance-Based Machine Learning Models
8. Support Vector Machines
9. Introduction to Artificial Neural Networks
10. Training Neural Networks
11. Introduction to Convolutional Neural Networks
12. Classification Using CNN
13. Pre-trained CNN Architectures
14. Introduction to Recurrent Neural Networks
15. Introduction to Long Short-Term Memory (LSTM)
16. Application of LSTM in NLP and TS Forecasting
17. Emerging Trends and Ethical Considerations in AI

Index

Mostra libro

Change your life with...

Stuart Newman

Are you looking to make a positive change in your life?  
Look no further than DST Hypno with Stu Newman!  
Affirmations are powerful tools that can help boost your self-esteem and positivity.  
With affirmations, you can learn how to think more positively about yourself and take control of the way you feel.  
Through guided hypnosis sessions offered by Stu Newman, you will be able to reprogram your subconscious mind for success in all areas of life - from relationships and career goals to health and wellness.  
Don't wait any longer - start changing your life today with DST Hypno's affirmations!

Mostra libro

Make Money 3 Books in 1: It...

Phil Nolan

Are you stuck in the rat race? Do you want to create an online business and live your best life? Then this book is for you!
Thanks to the incredible strategies presented in this book, you will learn the best and most powerful business models to make money and create abundance in your life. You see, most people go through their day exchanging their time for money and having a miserable life which they are cannot change.
But you are different. The fact that you are looking for practical solutions to your financial problems means that you are on the right path to success, and this book will make sure that you get real results very fast. Thousands of students have achieved their goals by mastering the must-have business models presented in the book, which go into the little details that can make or break your business while providing actionable steps.
Here is what you will learn:The right mindset to achieve and live the passive income lifestyleThe four big business models that have guaranteed the success of thousands of students14 online business that you can start today with easy step-by-step adviceHow to make money with day tradingThe power of royalties and how to establish a profitable royalty-based business on AmazonHow to become successful with network marketingHow to leverage your passion to create an online businessMuch more!
Every chapter goes into actionable strategies that will allow you to set up your first business in just a day.
What are you waiting for? Don't wait any longer! Scroll up and click the buy now button to begin the journey to the life of your dreams!

Mostra libro