Big Data Hadoop Certification Training Course
Theeduplus complete Big Data education direction is curated through 10+ years of skilled enterprise experts, and it covers in-intensity know-how on Hadoop Ecosystem equipment inclusive of HDFS, YARN, MapReduce, Hive, and Pig. Throughout this on line instructor-led stay Big Data Hadoop certification education, you may be operating on real-existence enterprise use instances in Retail, Social Media, Aviation, Tourism, and Finance domain names the use of Theeduplus Cloud Lab. Theeduplus Online Big Data Course affords you exquisite expert education with enterprise-primarily based totally Projects paintings to clean Cloudera CCA one hundred seventy five Certification examination on the primary attempt.
Why should you take Big Data Hadoop Certification Training?
- Average Salary of Big Data Hadoop Developers is $135,000 (Indeed.com profits data)
- Hadoop is famous amongst many main MNCs together with Honeywell, Marks & Spencer, Royal Bank of Scotland, and British Airways
- Worldwide sales for Big Data and Business Analytics answers will reach $260 billion in 2022 with a CAGR of 11.9% as in line with International Data Corporation (IDC)
Big Data Hadoop Certification Curriculum
Understanding Big Data and Hadoop
Learning Objectives: In this 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:- Introduction to Big Data & Big Data Challenges Preview
- Limitations & Solutions of Big Data Architecture
- Hadoop & its Features
- Hadoop Ecosystem
- Hadoop 2.x Core Components Preview
- Hadoop Storage: HDFS (Hadoop Distributed File System)
- Hadoop Processing: MapReduce Framework
- Different Hadoop Distributions
Hadoop Architecture and HDFS
Learning Objectives: In this 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 Preview
- Federation and High Availability Architecture Preview
- Typical Production Hadoop Cluster
- Hadoop Cluster Modes
- Common Hadoop Shell Commands Preview
- Hadoop 2.x Configuration Files
- Single Node Cluster & Multi-Node Cluster set up
- Basic Hadoop Administration
Hadoop MapReduce Framework
Learning Objectives: In this 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 Preview
- YARN Components
- YARN Architecture
- YARN MapReduce Application Execution Flow
- YARN Workflow
- Anatomy of MapReduce Program Preview
- Input Splits, Relation between Input Splits and HDFS Blocks
- MapReduce: Combiner & Partitioner
- Demo of Health Care Dataset
- Demo of Weather Dataset
Advanced Hadoop MapReduce
Learning Objectives: In this 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 Preview
- Custom Input Format
- Sequence Input Format
- XML file Parsing using MapReduce
Apache Pig
Learning Objectives: In this 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 healthcare dataset. Topics:- Introduction to Apache Pig Preview
- MapReduce vs Pig
- Pig Components & Pig Execution
- Pig Data Types & Data Models in Pig
- Pig Latin Programs Preview
- Shell and Utility Commands
- Pig UDF & Pig Streaming
- Testing Pig scripts with Punit
- Aviation use-case in PIG
- Pig Demo of Healthcare Datase
Apache Hive
Learning Objectives: This 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 Preview
- Hive vs Pig
- Hive Architecture and Components Preview
- 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
Advanced Apache Hive and HBase
Learning Objectives: In this 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 indepth 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
Advanced Apache HBase
Learning Objectives: This 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
Processing Distributed Data with Apache Spark
Learning Objectives: In this 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
Oozie and Hadoop Project
Learning Objectives: In this 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
Certification Project
Analyses of a Online Book Store- Find out the frequency of books published each year. (Hint: Sample dataset will be provided)
- B. Find out in which year the maximum number of books were published
- Find out how many books were published based on ranking in the year 2002.
- The Book-Crossing dataset consists of 3 tables that will be provided to you.
- Find list of Airports operating in Country India
- Find the list of Airlines having zero stops
- List of Airlines operating with codeshare
- Which country (or) territory having highest Airports
- Find the list of Active Airlines in United state
- In this use case, there are 3 data sets. Final_airlines, routes.dat, airports_mod.dat
Big Data Course Description
About the Big Data Course Online
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 Big Data & Hadoop professionals. Companies are looking for Big data & 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. theeduplus 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 Big Data projects. theeduplus 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 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 Big Data Practitioner. The Big Data 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 theeduplus 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 big data 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 Big Data 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 Big Data 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 Big Data 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
- Implement best practices for Hadoop development
- Understand Apache Spark and its Ecosystem
- Learn how to work with RDD in Apache Spark
- Work on real-world Big Data Analytics Project
- Work on a real-time Hadoop cluster
Who should take this Big Data Course?
- Software Developers, Project Managers
- Software Architects
- ETL and Data Warehousing Professionals
- Data Engineers
- Data Analysts & Business Intelligence Professionals
- DBAs and DB professionals
- Senior IT Professionals
- Testing professionals
- Mainframe professionals
- Graduates looking to build a career in Big Data Field
How will Big Data 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
What are the pre-requisites for theeduplus Big Data 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, theeduplus offers a complimentary self-paced course on "Java essentials for Hadoop" when you enroll for the Big Data Course online.Big Data & Hadoop Training FAQs
What is Big Data?
Big Data refers to massive data collection from various formats and sources, including unstructured, structured, or semi-structured data. Big Data 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 Big Data challenges, how Big Data Hadoop solves these Big Data 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 theeduplus Live sessions is 83%?
You will never miss a class at theeduplus. Your learning will be monitored by theeduplus 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 theeduplus 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?
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 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 Theeduplus Guarantee, our No questions asked, 100% refund policy.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 Big Data 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.How can you become a Big Data Engineer ?
Theeduplus’s Online Big Data Course will give you complete knowledge about Big Data Tools, Methodologies and Hadoop ecosystem with Hands on experience. In these Course modules you will get deep understanding and real time experience in Big Data Tools such as HDFC, Flume, Hive, HBase and more to become a Big Data Engineer within a month.Who are the Instructors at Theeduplus for this Big Data 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 Theeduplus 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.How do I enroll in this Big Data course?
Using your email ID and mobile number, you can start to enroll in this Big Data course certification program from our Website. You can use online payment options like Visa Credit or debit card, Master Card, American Express, etc., to complete the Payment. Before making the Payment, verify the batch details and offers from Theeduplus for this course.What is the time duration to complete this Big Data training course?
You can complete the Big Data course online certification training in 30 - 35 hours of time duration. Theeduplus also provides weekend batches for working professionals to upgrade their careers towards Big Data Platform.Is this Big Data online course certificate from Theeduplus valid for life long?
Yes, this Big Data certification from theeduplus is valid for life long. Using this high-demand Big Data course Certificate, you can easily get placement offers in various business sectors. With this Big Data certification, Big Data engineers are validated as highly skilled and have deep knowledge of Big Data tools, concepts, and 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).
What is the best way to learn hadoop ?
Theeduplus’s Big Data training is meant to help you learn and master the entire hadoop ecosystem. With our industry relevant course catalog, we make sure that the learning is in line with how the technology is being used in the market today. We also have real-time projects for our learners to work on for better hands-on. With our cloud lab implementation, we provide the perfect environment for all learners to gain as much practical experience possible.Which Big Data Tools are necessary to learn before the CCA 175 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. Theeduplus Hadoop Training Course provides deep understanding of all the big data tools and also you will get hands-on experience based on Industry standard.What are the prerequisites to learning Big Data hadoop?
There are no such prerequisites for Big Data Course. However, prior knowledge of Core Java and SQL will be helpful but is not mandatory. Further, to brush up your skills, Theeduplus offers a complimentary self-paced course on "Java essentials for Hadoop" when you enroll for this course.Will I get any practice tests with this Big Data course?
By enrolling in this Big Data training course, you will get a practice test that will help you to prepare for the CCA175 Hadoop Big Data certification exam. Our real-time project works, and practice tests in this Hadoop course will help you understand the in-depth knowledge of Hadoop tools and applications in various fields. In this hadoop certification course, our instructor will teach you problem-solving techniques to overcome all the troubleshooting errors in Big Data tools.
What is Big Data Hadoop developer salary in India and the US?
Hadoop developers are in great demand in the IT sector of the US and India. Depending on the experience and the expertise you bring to the table, the average salary can range from $120,000 to $180,000 in the US and ranges from ₹4L to ₹13L in India.Where can I take Cloudera certification exams?
The Cloudera CCA 175 exam requires you to have a computer, a webcam, Chrome or Chromium browser, and a good internet connection. For a full set of requirements.Does my Cloudera certification expire?
Yes, CCA certifications are valid for two years. CCP certifications are valid for three yearsDoes these Online Big Data Course suitable for non-IT professionals ?
Big Data Course is Not mandatory for only IT professionals. theeduplus provides several free resources like Youtube videos and Big Data Hadoop Blogs to learn better before enrolling in this Certification Course. Many Non-IT Background professionals completed this Big Data Training Course and cleared the CCA 175 exam on their first attempt. Well Experienced mentors and real-time projects work helps you to become a professional Big Data Engineer in a short period.Why learn Hadoop online? How is it better than offline training?
Learning pedagogy has evolved a lot with the advent of technology. These changes and advancements have made it possible to increase your efficiency while you learn. While traditional classroom-based training has proven to be successful, with online learning learners have flexibility in terms of schedule. Apart from this, they can visit the study material anytime from anywhere and brush up on concepts with ease. Learning does not stop once the classes are over, which is why we also provide a 24x7 support system to help you with your doubts even after your class ends. So join now our Big Data Hadoop online training and learn Hadoop online.How many attempts will be provided to clear the CCA 175 Hadoop Certification Exam ?
Maximum three times, You can take this CCA 175 exam until you pass. This Theeduplus Big Data Course provides you outstanding professional Hadoop training and real-time industry-based Projects work during the course to clear Cloudera CCA 175 exam on the first Attempt.How long does it take to learn Hadoop Course?
Theeduplus’s Big Data Course Hadoop certification training will help you master the concepts and practical implementation of the technology in 1 month’s time. With dedicated resources and a never-back-down attitude, you can master the technology in one month.When can I get the CCA 175 Certificate, After I have passed the Exam?
If you pass the CCA 175 Hadoop Certification exam you will be issued the CCA 175 Certificate within a few days following the exam date. You will receive this Digital certificate through your registered email address along your License number.How much will the Exam cost to get CCA 175 certification ?
The cost for the CCA 175 Hadoop Developer certification exam is around $ 295.What Hadoop tools are covered in this Big Data course?
In the Hadoop course training modules, You will get in-depth knowledge on Hadoop and Big Data ecosystem tools such as YARN, HDFS, MapReduce, HIVE, Pig, Oozie, Flume and Sqoop.When will I retake this Cloudera CCA 175 Hadoop certification exam, If I failed the exam in the first attempt ?
If you fail the Certification exam. You must wait 30 days to retake the exam. The waiting period is 30 calendar days. This Certification exam will test your knowledge of Data Analysis which is required to become a Big Data Developer.How should beginners start to learn Hadoop?
First step is always the most important and the hardest one to take. We understand that before you are serious enough about getting certified, you need to know more about the technology. Our Youtube channel and blogs have a lot of tutorials on the Hadoop ecosystem. These tutorials is all you need to get your basics cleared and get started with Hadoop.Why learn Hadoop? What are the advantages of learning Hadoop?
Theeduplus's Big Data Hadoop Certification training is meant to help you learn and master the entire Hadoop ecosystem. With our industry-relevant Big Data course catalog, we make sure that the learning is in line with how the technology is being used in the market today. We also have real-time projects for our learners to work on for better hands-on. With our cloud lab implementation, we provide the perfect environment for all learners to gain as much practical experience as possible.Is this Big Data Course material helpful if I will prepare for the CCA 175 Hadoop Developer Exam?
Yes, Theeduplus Big Data Training Course materials help to prepare for the CCA 175 developer and other Cloudera certification Exams. This course modules and materials are designed by top experts in the field of Big Data analytics from various industries.Write a review
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