Ultimate Big Data Analytics with Apache Hadoop - Master Big Data Analytics with Apache Hadoop Using Apache Spark Hive and Python

Simhadri Govindappa

Summary

Master the Hadoop Ecosystem and Build Scalable Analytics Systems
Book Description
In a rapidly evolving Big Data job market projected to grow by 28% through 2026 and with salaries reaching up to $150, 00 annually—mastering big data analytics with the Hadoop ecosystem is most sought after for career advancement. The Ultimate Big Data Analytics with Apache Hadoop is an indispensable companion offering in-depth knowledge and practical skills needed to excel in today's data-driven landscape.
The book begins laying a strong foundation with an overview of data lakes, data warehouses, and related concepts. It then delves into core Hadoop components such as HDFS, YARN, MapReduce, and Apache Tez, offering a blend of theory and practical exercises.
You will gain hands-on experience with query engines like Apache Hive and Apache Spark, as well as file and table formats such as ORC, Parquet, Avro, Iceberg, Hudi, and Delta. Detailed instructions on installing and configuring clusters with Docker are included, along with big data visualization and statistical analysis using Python.
Given the growing importance of scalable data pipelines, this book equips data engineers, analysts, and big data professionals with practical skills to set up, manage, and optimize data pipelines, and to apply machine learning techniques effectively.
Table of Contents

1. Introduction to Hadoop and ASF
2. Overview of Big Data Analytics
3. Hadoop and YARN MapReduce and Tez
4. Distributed Query Engines: Apache Hive
5. Distributed Query Engines: Apache Spark
6. File Formats and Table Formats (Apache Ice-berg, Hudi, and Delta)
7. Python and the Hadoop Ecosystem for Big Data Analytics - BI
8. Data Science and Machine Learning with Hadoop Ecosystem
9. Introduction to Cloud Computing and Other Apache Projects
Index

Available since: 09/09/2024.

Science & Technology

Other books that might interest you

Hypnotic Gastric Band - A...

Wanda J. Scott

The audiobook version of Hypnotic Gastric Band, written by renowned hypnotherapist Wanda J. Scott, offers a revolutionary approach to weight loss. Through a combination of hypnosis and the concept of gastric band surgery, listeners will discover effective methods to achieve their weight loss goals. 
This audiobook provides listeners with a range of techniques and exercises designed to help them change their relationship with food and develop healthier eating habits. By using hypnosis to simulate the experience of gastric band surgery, listeners will learn how to feel full more quickly and reduce their portion sizes. 
Unlike other weight loss books that offer quick-fix solutions, Hypnotic Gastric Band focuses on long-term results. The audiobook encourages listeners to make sustainable lifestyle changes that will help them maintain their weight loss over time. 
Whether you're looking to shed a few pounds or make a significant change, Hypnotic Gastric Band is the perfect tool to help you achieve your goals. With its powerful combination of hypnosis and gastric band surgery techniques, this audiobook offers a unique and effective approach to weight loss that can help you achieve the lasting results you desire.

Show book

Hashtag Secrets: The Guide to...

Ismail Can Karademir

Hashtag Secrets: The Guide to Success on Social Media
A detailed hashtag-themed guide like this has never been written before.
With this guide, you will achieve success on social media.
By applying these strategies, your visibility on platforms such as Instagram, Twitter, Pinterest, and Youtube will reach its maximum level.
You can even become a phenomenon by increasing your followers.
Detailed About the Guide
Are you tired of your posts getting lost in the endless sea of social media?
Hashtags might look like simple little symbols, but they hold the power to transform your online presence.
"Hashtag Secrets: The Guide to Success on Social Media" unlocks the potential of those # symbols to get your content seen, shared, and loved.
Why choose "Hashtag Secrets"?
From Beginner to Pro
Whether you're a social media newbie or a seasoned user, this guide has something for you.
Results-Driven
We focus on the strategies that actually increase your reach, engagement, and brand awareness.
Beyond the Basics
Learn how to craft your own catchy hashtags, launch hashtag campaigns, and adapt your strategy as trends evolve.
What You'll Walk Away With
Expert Hashtag Skills
Understand how to find the perfect hashtags, create killer combinations, and avoid rookie mistakes.
Engaged Audience
Connect with the right people, spark conversations, and build a loyal following.
Boosted Brand
Increase your visibility, become a recognized voice in your niche, and watch your social media presence grow.
Ready to level up your social media?

Show book

Nephrology - Kidney Health...

Mike Crawford

The kidneys are two bean-shaped organs located on either side of the spine, just below the ribcage. Despite their small size, each roughly the size of a fist, they play a vital role in maintaining overall health. As part of the urinary system, the kidneys filter waste, balance bodily fluids, regulate blood pressure, and contribute to red blood cell production. Understanding how the kidneys function is crucial for appreciating their importance and recognizing potential health concerns. 
Each kidney contains about a million tiny filtering units called nephrons. These nephrons work tirelessly to remove waste products and excess fluids from the blood, which are then excreted as urine. The kidneys also help maintain the body’s electrolyte balance by regulating levels of sodium, potassium, and calcium. This precise balance is essential for proper nerve and muscle function. Additionally, the kidneys produce hormones such as erythropoietin, which stimulates red blood cell production in the bone marrow, and renin, which helps regulate blood pressure. Without the kidneys' ability to perform these tasks, the body would struggle to maintain equilibrium, leading to serious health complications. 
One of the kidneys' primary functions is detoxification. Every day, they filter around 50 gallons of blood, removing harmful substances such as urea, creatinine, and toxins that accumulate from food, medications, and metabolic processes. This filtration process ensures that waste products do not build up to dangerous levels in the bloodstream. When kidney function declines, these substances can accumulate, leading to symptoms like fatigue, swelling, and confusion.

Show book

ITIL 4 Foundation Exam...

Richie Miller

If you want to discover how to PASS THE ITIL4 EXAM for first attempt, this book is for you!  
  
BUY THIS BOOK NOW AND GET STARTED TODAY! 
  
In this book you will discover:Introduction to ITIL 4 Foundation4 Dimensions of Service Management in ITILITIL 4 Service Value SystemThe elements of ITIL 4General Management practicesService Management practicesTechnical Management practicesChange ManagementIncident ManagementProblem ManagementITIL 4 Foundation Guiding PrinciplesITIL 4 Foundation Continual Improvement as a PracticeITIL 4 Foundation Information Security Relationship and Supplier ManagementITIL 4 Foundation IT Asset Monitoring & Event and Release ManagementITIL 4 Foundation Service Configuration and Deployment ManagementITIL VS IT Service ManagementChange Management Process in 5 StepsProject Management vs. Service ManagementService Operations Management and ITSMIT Operations FunctionsInterfaces within ITSMThe Value of ITSMMaintenance of IT ServicesSupplier Management ObjectivesCOBIT VS ITILIncident Management VS Problem ManagementContinual Improvement ModelBenefits of Having an ITIL CertificationHow to Prepare for ITIL 4 Foundation Exam Online50 of the most common asked ITIL 4 Foundation Exam Questions 
BUY THIS BOOK NOW AND GET STARTED TODAY!

Show book

Deeply Relaxing Sleep Music -...

Atmospheric Relaxation Therapy

If you want to rapidly achieve deeper levels of stress relief, tranquility and focus - then keep reading... 
 
This audio book contains the perfect mix of natural sounds and dreamlike music. Perfect for falling asleep, for relaxing, or meditating. 
 
This calming selection of healing music gives you the power to calm your mind and relieve stress on the go - even if you're lifestyle is overwhelmingly busy and hectic. Here's how this relaxation music will empower you: 
 
The right sounds resonate with the body, bringing it back to its natural state, with a healing and regenerating effect on mind, body, and soul. 
 
- Use the pulsating sounds to calm your soul and put yourself in a state of absolute, deep peace. 
- Achieve deep levels of relaxation anytime, anywhere. 
- Incredibly useful whether you're working, sleeping, or just relaxing. 
- Even if you don't have any time to sit down for just one minute, you can play this music in the background to calm yourself. 
 
Are you ready to effortlessly free yourself from the anxieties of stress - anytime, anywhere? Then buy this compilation today - and immerse yourself in a world of limitless relaxation.

Show book

The Method of Christian Theology...

Rhyne Putman

When handling the things of God, our method matters.  Everyone who thinks about God has a method for approaching the subject, whether they recognize it or not. A theological method addresses foundational questions such as: What is theology? How should we approach Scripture? What is the role of tradition, philosophy, and experience? How do we use theology in ministering to others? These questions are vital for anyone studying God and his Word—how one defines theology, sees its task, and uses its sources will shape one’s doctrine, for better or worse.  In The Method of Christian Theology, Rhyne Putman guides readers through the essential “first words” of systematic theology. Written for entry-level theology students, this book provides clear guidance for using theological sources, reasoning through difficult questions, and applying theological reflection in paper writing and preaching. By studying the foundations of theology, readers will be better equipped to serve God’s people in whatever ministry they are called to.

Show book