It is refers to massive data collection from various formats and sources, including unstructured, structured, or semi-structured data. It is much more than just a collection of datasets in various formats. It's an asset that can be utilized in a variety of applications. From this Big Data Course, you will learn the definition of Big Data and what it means, the limitations of traditional approaches to Data Analytics challenges, how Hadoop solves those challenges, anatomy of writing and reading files and how MapReduce functions, Hadoop Ecosystem tools, Hadoop Architecture, HDFS, and more.

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Big Data Hadoop Certification Training Course
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Big Data Hadoop Certification Training Course in San Francisco

Name: Big Data Hadoop Certification Training Course
Item: Big Data Hadoop Certification Training Course
Rating: 5
Author: Janardhan Singamaneni

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Edureka is one of the top Big Data Hadoop training providers in San Francisco. Our Big Data Hadoop training will make you an expert in HDFS, MapReduce, Hbase, Hive, Pig, Yarn, Oozie, Flume and Sqoop using real-time use cases on Retail, Social Media, Aviation, Tourism, Finance domain. You will get edureka Hadoop certification at the end of the program.

172k+ learners took Big Data and Hadoop training in San Francisco Read Reviews

Why should you take Big Data Hadoop Course in San Francisco?

Average Salary of Big Data Hadoop Developers in San Francisco is $135k

Companies hiring big data professionals in San Francisco - Google, Twitter, Adobe, Uber & many more

According to Indeed.com, 5000+ big data jobs available in San Francisco

Online self paced classes

Online Self Learning Courses are designed for self-directed training, allowing participants to begin at their convenience with structured training and review exercises to reinforce learning. You'll learn through videos, PPTs and complete assignments, projects and other activities designed to enhance learning outcomes, all at times that are most convenient to you.

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Big Data Hadoop Course Curriculum

Understanding Hadoop Certification

Learning Objectives: In this Big Data Certification Course Training module, you will understand what Big Data is, the limitations of the traditional solutions for Big Data problems, how Hadoop solves those Big Data problems, Hadoop Ecosystem, Hadoop Architecture, HDFS, Anatomy of File Read, and Write & how MapReduce works.

Topics:

The following topics you will be having in this Big Data and Hadoop online training:

Introduction to Big Data & Big Data Challenges
Limitations & Solutions of Big Data Architecture
Hadoop & its Features
Hadoop Ecosystem
Hadoop 2.x Core Components
Hadoop Storage: HDFS (Hadoop Distributed File System)
Hadoop Processing: MapReduce Framework
Different Hadoop Distributions

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Hadoop Architecture and HDFS

Learning Objectives: In this Big Data and Hadoop online training module, you will learn Hadoop Cluster Architecture, important configuration files of Hadoop Cluster, Data Loading Techniques using Sqoop & Flume, and how to setup Single Node and Multi-Node Hadoop Cluster.

Topics:

Hadoop 2.x Cluster Architecture
Federation and High Availability Architecture
Typical Production Hadoop Cluster
Hadoop Cluster Modes
Common Hadoop Shell Commands
Hadoop 2.x Configuration Files
Single Node Cluster & Multi-Node Cluster set up
Basic Hadoop Administration

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Hadoop MapReduce Framework

Learning Objectives: In this Big Data Hadoop course module, you will understand Hadoop MapReduce framework comprehensively, the working of MapReduce on data stored in HDFS. You will also learn the advanced MapReduce concepts like Input Splits, Combiner & Partitioner.

Topics:

Traditional way vs MapReduce way
Why MapReduce
YARN Components
YARN Architecture
YARN MapReduce Application Execution Flow
YARN Workflow
Anatomy of MapReduce Program
Input Splits, Relation between Input Splits and HDFS Blocks
MapReduce: Combiner & Partitioner
Demo of Health Care Dataset
Demo of Weather Dataset

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Advanced Hadoop MapReduce

Learning Objectives: In this Big Data Hadoop course module, you will learn Advanced MapReduce concepts such as Counters, Distributed Cache, MRunit, Reduce Join, Custom Input Format, Sequence Input Format and XML parsing.

Topics:

Counters
Distributed Cache
MRunit
Reduce Join
Custom Input Format
Sequence Input Format
XML file Parsing using MapReduce

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Apache Pig

Learning Objectives: In this Big Data Course module, you will learn Apache Pig, types of use cases where we can use Pig, tight coupling between Pig and MapReduce, and Pig Latin scripting, Pig running modes, Pig UDF, Pig Streaming & Testing Pig Scripts. You will also be working on a healthcare dataset.

Topics:

Introduction to Apache Pig
MapReduce vs Pig
Pig Components & Pig Execution
Pig Data Types & Data Models in Pig
Pig Latin Programs
Shell and Utility Commands
Pig UDF & Pig Streaming
Testing Pig scripts with Punit
Aviation use-case in PIG
Pig Demo of Healthcare Dataset

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Apache Hive

Learning Objectives: This Big Data Hadoop online training module will help you in understanding Hive concepts, Hive Data types, loading and querying data in Hive, running hive scripts and Hive UDF.

Topics:

Introduction to Apache Hive
Hive vs Pig
Hive Architecture and Components
Hive Metastore
Limitations of Hive
Comparison with Traditional Database
Hive Data Types and Data Models
Hive Partition
Hive Bucketing
Hive Tables (Managed Tables and External Tables)
Importing Data
Querying Data & Managing Outputs
Hive Script & Hive UDF
Retail use case in Hive
Hive Demo on Healthcare Dataset

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Advanced Apache Hive and HBase

Learning Objectives: In this Big Data Hadoop training module, you will understand advanced Apache Hive concepts such as UDF, Dynamic Partitioning, Hive indexes and views, and optimizations in Hive. You will also acquire in-depth knowledge of Apache HBase, HBase Architecture, HBase running modes and its components.

Topics:

Hive QL: Joining Tables, Dynamic Partitioning
Custom MapReduce Scripts
Hive Indexes and views
Hive Query Optimizers
Hive Thrift Server
Hive UDF
Apache HBase: Introduction to NoSQL Databases and HBase
HBase v/s RDBMS
HBase Components
HBase Architecture
HBase Run Modes
HBase Configuration
HBase Cluster Deployment

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Advanced Apache HBase

Learning Objectives: This Big Data and Hadoop online training module will cover advance Apache HBase concepts. We will see demos on HBase Bulk Loading & HBase Filters. You will also learn what Zookeeper is all about, how it helps in monitoring a cluster & why HBase uses Zookeeper.

Topics:

HBase Data Model
HBase Shell
HBase Client API
Hive Data Loading Techniques
Apache Zookeeper Introduction
ZooKeeper Data Model
Zookeeper Service
HBase Bulk Loading
Getting and Inserting Data
HBase Filters

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Processing Distributed Data with Apache Spark

Learning Objectives: In this Big Data Certification module, you will learn what is Apache Spark, SparkContext & Spark Ecosystem. You will learn how to work in Resilient Distributed Datasets (RDD) in Apache Spark. You will be running application on Spark Cluster & comparing the performance of MapReduce and Spark.

Topics:

What is Spark
Spark Ecosystem
Spark Components
What is Scala
Why Scala
SparkContext
Spark RDD

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Oozie and Hadoop Project

Learning Objectives: In this Big Data Hadoop course module, you will understand how multiple Hadoop ecosystem components work together to solve Big Data problems. This module will also cover Flume & Sqoop demo, Apache Oozie Workflow Scheduler for Hadoop Jobs, and Hadoop Talend integration.

Topics:

Oozie
Oozie Components
Oozie Workflow
Scheduling Jobs with Oozie Scheduler
Demo of Oozie Workflow
Oozie Coordinator
Oozie Commands
Oozie Web Console
Oozie for MapReduce
Combining flow of MapReduce Jobs
Hive in Oozie
Hadoop Project Demo
Hadoop Talend Integration

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Certification Project

1) Analyses of a Online Book Store

A. Find out the frequency of books published each year. (Hint: Sample dataset will be provided)

B. Find out in which year maximum number of books were published

C. Find out how many books were published based on ranking in the year 2002.

Sample Dataset Description

The Book-Crossing dataset consists of 3 tables that will be provided to you.

2) Airlines Analysis

A. Find list of Airports operating in the Country India

B. Find the list of Airlines having zero stops

C. List of Airlines operating with code share

D. Which country (or) territory having highest Airports

E. Find the list of Active Airlines in United state

Sample Dataset Description

In this use case, there are 3 data sets. Final_airlines, routes.dat, airports_mod.dat

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Big Data Course Description

About the Big Data Hadoop Training Course

Hadoop is an Apache project (i.e. an open-source software) to store & process Big Data. Hadoop stores Big Data in a distributed & fault-tolerant manner over commodity hardware. Afterward, Hadoop tools are used to perform parallel data processing over HDFS (Hadoop Distributed File System).

As organizations have realized the benefits of Big Data Analytics, so there is a huge demand for Hadoop certified professionals. Companies are looking for Big data and Hadoop experts with the knowledge of Hadoop Ecosystem and best practices about HDFS, MapReduce, Spark, HBase, Hive, Pig, Oozie, Sqoop & Flume. You can gain these skills with the Online Big Data Course.

Edureka's Hadoop Training is designed to make you a certified Big Data practitioner by providing you rich hands-on training on Hadoop Ecosystem. This Hadoop Certification is a stepping stone to your Big Data journey and you will get the opportunity to work on various Data Analytics projects. Edureka's Big Data Course helps you learn all about Hadoop architecture, HDFS, Advanced Hadoop MapReduce framework, Apache Pig, Apache Hive, etc. The primary objective of this Hadoop training is to assist you in comprehending Hadoop's Complex architecture and its elements. This Big Data Certification Course provides in-depth knowledge on Hadoop Ecosystem tools that helps you clear the CCA 175 Hadoop certification exam.

What are the objectives of our Online Big Data Hadoop Training Course?

Hadoop Certification is designed by industry experts to make you a Certified Data Analytics Practitioner. The Big Data Online course offers:

In-depth knowledge of Big Data and Hadoop including HDFS (Hadoop Distributed File System), YARN (Yet Another Resource Negotiator) & MapReduce
Comprehensive knowledge of various tools that fall in Hadoop Ecosystem like Pig, Hive, Sqoop, Flume, Oozie, and HBase
The capability to ingest data in HDFS using Sqoop & Flume, and analyze those large datasets stored in the HDFS
The exposure to many real world industry-based projects which will be executed in Edureka’s CloudLab
Projects which are diverse in nature covering various data sets from multiple domains such as banking, telecommunication, social media, insurance, and e-commerce
Rigorous involvement of a Hadoop expert throughout the Big Data Hadoop Training to learn industry standards and best practices

Why should you go for this Online Big Data Course ?

Big Data is one of the accelerating and most promising fields, considering all the technologies available in the IT market today. In order to take advantage of these opportunities, you need a structured Big data and Hadoop Training Course with the latest curriculum as per current industry requirements and best practices.

Besides a strong theoretical understanding, you need to work on various real-world Data Analytics projects using different Big Data and Hadoop tools as a part of solution strategy.

Additionally, you need the guidance of a Hadoop expert who is currently working in the industry on real-world Data Analytics projects and troubleshooting day-to-day challenges while implementing them. All of which can be acquired from the Big Data and Hadoop Course.

What are the skills that you will be learning with our Big Data Hadoop Certification Training?

The Hadoop Certification will help you to become a Data Analytics expert. It will hone your skills by offering you comprehensive knowledge of the Hadoop framework, and the required hands-on experience for solving real-time industry-based Data Analysis projects. During the Big Data training online you will be trained by our expert instructors to:

Master the concepts of HDFS (Hadoop Distributed File System), YARN (Yet Another Resource Negotiator), & understand how to work with Hadoop storage & resource management.
Understand MapReduce Framework
Implement complex business solutions using MapReduce
Learn data ingestion techniques using Sqoop and Flume
Perform ETL operations & data analytics using Pig and Hive
Implementing Partitioning, Bucketing, and Indexing in Hive
Understand HBase, that is, a NoSQL Database in Hadoop, HBase Architecture & Mechanisms
Integrate HBase with Hive
Schedule jobs using Oozie

Who should take this Big Data Course?

The market for Big Data analytics is growing across the world and this strong growth pattern translates into a great opportunity for all IT Professionals. Hiring managers are looking for certified Data Analytics professionals. Our Hadoop Certification helps you to grab this opportunity and accelerate your career. This Big Data Course Online can be pursued by professionals as well as freshers. It is best suited for:

Software Developers, Project Managers
Software Architects
ETL and Data Warehousing Professionals
Data Engineers
Data Analysts & Business Intelligence Professionals
DBAs and DB professionals

For pursuing a career in Data Science, knowledge of Big Data, Apache Hadoop & Hadoop tools are necessary. Hadoop practitioners are among the highest paid IT professionals today with salaries ranging around $97K (source: payscale), and their market demand is growing rapidly.

How will Hadoop Certification help your career?

The below predictions will help you in understanding the growth of Big Data:

Hadoop Market is expected to reach $99.31B by 2022 at a CAGR of 42.1% -Forbes
McKinsey predicts that by 2018 there will be a shortage of 1.5M data experts
Average Salary of Big Data Hadoop Developers is $97k

Organizations are showing interest in Data Analysis and adopting Hadoop tool to store & analyze it. Hence, the demand for jobs in Big Data Analytics is also rising rapidly. If you are interested in pursuing a career in this field, now is the right time to get started with Big Data Hadoop Online Training.

What are the pre-requisites for Edureka's Big Data Hadoop Course ?

There are no such prerequisites for Big Data and Hadoop Training Course. However, prior knowledge of Core Java and SQL will be helpful but is not mandatory. Further, to brush up your skills, Edureka offers a complimentary self-paced course on "Java essentials for Hadoop" when you enroll for the Big Data Course online.

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Big Data Expert Certification

Edureka’s Big Data Expert Certificate Holders work at 1000s of companies like

Big Data Hadoop Certification Training Course in San Francisco Certificate

John Doe

Big Data Expert

with Grade X

XYZ1234 31st Jul 2024

The Certificate ID can be verified at www.edureka.co/verify to check the authenticity of this certificate

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Testimonial Reviews

Bhairav MehtaSenior Program Manager at Apple

Edureka is a revolution in Big Data training. I have taken 5 courses through Edureka from Hadoop, R, ... Read More

Eric ArnaudPhD candidate in computer engineering speciality applied cryptography at Korea University of Technology and Education

I would like to recommend any one who wants to be a Data Scientist just one place: Edureka. Explanat ... Read More

Dheerendra YadavProject Lead at HCL Technologies, Ghaziabad, Uttar Pradesh, India

Earlier I had taken training in different technologies from other institutes and companies but no do ... Read More

Rajendran GunasekarOffshore Delivery Manager at CSC, Chennai, India

Knowledgeable Presenters, Professional Materials, Excellent Customer Support what else can a person ... Read More

Manish DunaniBig Data Enthusiast

It is a very good experience to learn from edureka!.Faculty seems excellent in sharing real world ex ... Read More

Janardhan SingamaneniPrincipal Data Engineer at Staples

I took kafka and datascience classes with EDUREKA and its overall nice. After thorough scanning of a ... Read More

Video Reviews

Sriram speaks about his learning experience with Edureka and how our Hadoop training helped him execute his Big Data project efficiently.

Vinayak shares his Edureka learning experience and how our Big Data training helped him achieve his dream career path.

Our learner Balasubramaniam shares his Edureka learning experience and how our training helped him stay updated with evolving technologies.

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Big Data Hadoop Training Features

Course Duration

You will undergo self-paced learning where you will get an in-depth knowledge of various concepts that will be covered in the course.

Lifetime Access

You will get lifetime access to all the videos,discussion forum and other learning contents inside the Learning Management System.

Certification

Edureka certifies you as an expert in Big Data Hadoop based on the project reviewed by our expert panel.

Forum

We have a community forum for all our customers that further facilitates learning through peer interaction and knowledge sharing.

Big Data & Hadoop Training FAQs

What is Big Data?

It is refers to massive data collection from various formats and sources, including unstructured, structured, or semi-structured data. It is much more than just a collection of datasets in various formats. It's an asset that can be utilized in a variety of applications. From this Big Data Course, you will learn the definition of Big Data and what it means, the limitations of traditional approaches to Data Analytics challenges, how Hadoop solves those challenges, anatomy of writing and reading files and how MapReduce functions, Hadoop Ecosystem tools, Hadoop Architecture, HDFS, and more.

What if I miss a class in this Big Data Course?

Do you know the attendance rate in all Edureka Live sessions is 83%?

You will never miss a class at Edureka. Your learning will be monitored by Edureka's Personal Learning Manager (PLM) and our Assured Learning Framework, which will ensure you attend all classes and get the learning and certification you deserve with this Big Data Training.

In case you are not able to attend any lecture, you can view the recorded session of the Hadoop certification in Edureka's Learning Management System(LMS). To make things better for you, we also provide the facility to attend the missed session in any other live batch.

Now you see why we say we are "Ridiculously Committed!"

Will I Get Placement Assistance after finishing this Big Data course?

More than 70% of Edureka Learners have reported changes in job profile (promotion), work location (onsite), lateral transfers & new job offers. Edureka's Big Data Hadoop Certification is well recognized in the IT industry as it is a testament to the intensive and practical learning you have gone through and the real-life projects you have delivered. So enroll now with Edureka's Big Data Hadoop online course and get placed at India's top companies.

Can I Attend A Demo Session Before enrolling in this Hadoop Certification?

If you have seen any of our sample class recordings, you don't need to look further. Enrollment is a commitment between you and us where you promise to be a good learner and we promise to provide you the best ecosystem possible for learning. The Hadoop training sessions are a significant part of your learning, standing on the pillars of learned and helpful instructors, dedicated Personal Learning Managers and interactions with your peers.

So experience complete learning instead of a demo session. In any case, you are covered by Edureka Guarantee, our No questions asked, 100% refund policy.

How can you become a Big Data Engineer ?

Edureka’s Online Big Data Course will give you complete knowledge about Hadoop Tools, Methodologies and Hadoop ecosystem with Hands on experience. In these Course modules you will get deep understanding and real time experience in Data Analytics Tools such as HDFC, Flume, Hive, HBase and more to become a Big Data Engineer within a month.

Which business sector is hiring Big Data Hadoop candidates?

Nowadays, retail business, banking sector, healthcare, and IT are looking for the best Hadoop certified candidates. This Big Data certification course will help you boost your career in this vast Data Analysis business platform and take Hadoop jobs with a good salary from various sectors. Top companies, namely TCS, Infosys, Apple, Honeywell, Google, IBM, Facebook, Microsoft, Wipro, United Healthcare, TechM, have several job openings for Hadoop Developers.

Who are the Instructors at Edureka for this Big Data Analytics Course?

Our instructors are expert professionals with more than 10 years of experience, selected after a stringent process. Besides technology expertise, we look for passion and joy for teaching in our Instructors. After shortlisting, they undergo a 3 months long training program.

All instructors are reviewed by learners for every session they take, and they have to keep a consistent rating above 4.5+ to be a part of Edureka Faculty. Enroll now with our Big Data Hadoop course and learn under the guidance of India's top instructors.

What if I have more queries on completion of this Big Data Course?

Diamonds are forever, and so is our support to you. The more queries you come up with, more happy we are, as it is a strong indication of your effort to learn. Our Instructors will answer all your queries during classes, PLMs will be available to resolve any functional or technical query and we will even go to lengths of solving your doubts via screen sharing. If you are committed to learn, we are Ridiculously Committed to make you learn.

What is the time duration to complete this Big Data training course?

You can complete the Big Data course online in 30 - 35 hours of time duration. Edureka also provides weekend batches for working professionals to upgrade their careers towards Big Data Platform.

Is this Big Data online course certificate from edureka valid for life long?

Yes, this Big Data certification from edureka is valid for life long. Using this high-demand Data Analytics course Certificate, you can easily get placement offers in various business sectors. With this Hadoop certification, Big Data engineers are validated as highly skilled and have deep knowledge of Hadoop tools, concepts, and7 problem-solving techniques.

Is there any Certification Exam that can be taken after I have completed this Big Data Hadoop Training Course ?

After complete this Online Big Data Course, there are three Hadoop Certification exam namely

CCPDS - Cloudera Certified Professional - Data Scientist (CCP DS)
CCAH - Cloudera Certified Administrator for Hadoop (CCAH)
CCDH -Cloudera Certified Hadoop Developer (CCDH).

Which Big Data Tools are necessary to learn before the CCA 175 Hadoop Certification exam ?

HDFS ,YARN, Map Reduce and Pig are some commonly used Big Data tools you should learn to become a Big Data Analytics professional. Edureka Hadoop Training Course provides deep understanding of all the Big data Analytics tools and also you will get hands-on experience based on Industry standard .

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Big Data Hadoop Certification Training Course in San Francisco

Why should you take Big Data Hadoop Course in San Francisco?

Online self paced classes

Financing Options

Big Data Hadoop Course Curriculum

Understanding Hadoop Certification

Hadoop Architecture and HDFS

Hadoop MapReduce Framework

Advanced Hadoop MapReduce

Apache Pig

Apache Hive

Advanced Apache Hive and HBase

Advanced Apache HBase

Processing Distributed Data with Apache Spark

Oozie and Hadoop Project

Certification Project

Big Data Course Description

About the Big Data Hadoop Training Course

What are the objectives of our Online Big Data Hadoop Training Course?

Why should you go for this Online Big Data Course ?

What are the skills that you will be learning with our Big Data Hadoop Certification Training?

Who should take this Big Data Course?

How will Hadoop Certification help your career?

What are the pre-requisites for Edureka's Big Data Hadoop Course ?

Testimonial Reviews

Video Reviews

Big Data Hadoop Training Features

Course Duration

Lifetime Access

Certification

Forum

Big Data & Hadoop Training FAQs

What is Big Data?

What if I miss a class in this Big Data Course?

Will I Get Placement Assistance after finishing this Big Data course?

Can I Attend A Demo Session Before enrolling in this Hadoop Certification?

How can you become a Big Data Engineer ?

Which business sector is hiring Big Data Hadoop candidates?

Who are the Instructors at Edureka for this Big Data Analytics Course?

What if I have more queries on completion of this Big Data Course?

What is the time duration to complete this Big Data training course?

Is this Big Data online course certificate from edureka valid for life long?

Is there any Certification Exam that can be taken after I have completed this Big Data Hadoop Training Course ?

Which Big Data Tools are necessary to learn before the CCA 175 Hadoop Certification exam ?

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