Top 15 Online Courses on Hadoop
Learn Hadoop with these Top15 hadoop online courses Free & Paid. Learn Hadoop Platform & Application Framework, HDFS, MapReduce, Pig & Hive. Start your career in Big Data.
Are you looking for the best Hadoop online courses to learn and understand the Hadoop ecosystem and its tools and want to start your career in Big Data Hadoop?
Then you came to the right place.
Do you know Hadoop is the backbone for the Big Data Application?
If you want to enter into the career of Big Data, then you need to master the Hadoop technology.
So, in this article, you will find
1. What is Hadoop?
2. What are the careers in Big Data Hadoop for beginners?
3. What is the best Hadoop online courses?
Let’s begin
1. What is Hadoop?
The Apache Hadoop software library is a framework that allows for the distributed processing of large data sets across clusters of computers using simple programming models.
It can be scale up from single servers to thousands of machines, each offering local computation and storage.
Apache Hadoop is an open-source tool, which offers services like data storage, data processing, data access, data governance, security, and operations.
The main modules of Hadoop are:
1. Hadoop Common
Hadoop common is an essential component of all other modules. It contains libraries and utilities needed by other Hadoop modules.
2.Hadoop Distributed File System (HDFS)
The Hadoop Distributed File System (HDFS) is a distributed file system designed to run on commodity hardware.
It has many similarities with existing distributed file systems.
HDFS is highly fault-tolerant and can deploy on low-cost hardware.
HDFS provides high throughput access to application data and is suitable for applications that have large data sets.
3. Hadoop YARN
Hadoop YARN is a resource-management platform responsible for managing computing resources in clusters and using them for scheduling of users’ applications.
4. Hadoop MapReduce
Hadoop MapReduce is a programming module for writing applications that process vast amounts of data (multi-terabyte data-sets) in-parallel on large clusters (thousands of nodes) of commodity hardware in a reliable, fault-tolerant manner.
5. Hadoop Ozone
Ozone is a scalable, redundant, and distributed object store for Hadoop. Apart from scaling to billions of objects of varying sizes, Ozone can function effectively in containerized environments such as Kubernetes and YARN.
Now we will see the career options in Big Data for beginners.
2. What are the careers in Big Data Hadoop for beginners?
You have multiple options to get into the Big Data Hadoop industry.
Here are some job roles for Big Data Hadoop professionals.
1. Hadoop Architect
Hadoop Architect is a senior-level job.
The responsibility of Hadoop Architect is to design the system and manage the complete life cycle of a Hadoop solution.
As a Hadoop Architect, you must have the knowledge as well as experience to handle the latest data technologies such as; Hadoop, MapReduce, HBase, oozie, Flume, MongoDB, Cassandra, and Pig.
2. Hadoop Administrator
The responsibility of the Hadoop Administrator is to maintain the Hadoop infrastructure includes setting up Hadoop clusters, backup, recovery, and maintenance of the same.
You must have good knowledge of Ganglia, Nagios, Cloudera Manager Enterprise, Dell Open Manage, and other tools and programming languages.
3. Hadoop analyst
The responsibility of the Hadoop analyst is to analyze large amounts of data and bring out insights from that data that could be used by the companies for their betterment by using scripting languages.
So to become a Hadoop analyst, you must have good knowledge of Hive, Pig, Flume, SQL commands, and scripting languages.
4. Hadoop Developer
The responsibility of Hadoop Developer is to takes care of the coding and programming of Hadoop applications related to Big Data.
To become a Hadoop developer, you must know HBase, Pig, Hive, Sqoop, Flume, Oozie, etc.
A good understanding of back-end programming with an emphasis on Java, JS, Node.js, and OOAD is required.
5. Hadoop Tester
The responsibility of the Hadoop tester is to test the Hadoop applications and fix the bugs in Hadoop applications.
He must ensure that the designed process is in sync with the process required by the organization.
3. What are the best online courses on Hadoop?
Here is the list of best Online courses on Hadoop.
Top 15 Hadoop Online Courses
Are you looking for the best Hadoop online courses to learn the basics of Hadoop and accelerate your career in Big Data?
Then this Big Data Hadoop Certification Training course helps you learn the in-depth knowledge of Big Data and Hadoop Ecosystem tools such as HDFS, YARN, MapReduce, Hive, Pig, HBase, Spark, Oozie, Flume, and Sqoop.
What you will learn
- Master the concepts of HDFS (Hadoop Distributed File System) and YARN (Yet Another Resource Negotiator)
- Understand how to work with Hadoop storage & resource management.
- Understand MapReduce Framework
- Implement complex business solution 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 - 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
- Work on real-life industry use cases in Retail, Social Media, Aviation, Tourism, and Finance domain using Edureka's Cloud Lab.
Are you a software engineer and looking for the best courses on Hadoop to learn about Big Data.
Then Learn Big Data: The Hadoop Ecosystem Masterclass course helps you to learn how Big Data works, and what technologies are involved.
This course includes 6 hours of on-demand video, 1 article.
What you will learn
- What is Big Data and Hadoop
- Introduction to Hadoop
- Pig, Apache Spark, Hive concepts
- Real-Time Processing
- Kafka, Storm
- Spark Streaming
- Hbase and Phoenix
- Hadoop Security
- Ranger
- HDFS Encryption
Are you looking for Hadoop online courses to learn and understand in depth about Hadoop and want to become a Hadoop Developer?
Then this Udemy Hadoop Developer – In Real World course helps you learn what is Big Data, the challenges with Big Data, and how Hadoop proposes a solution for the Big Data problem?
What you will learn
- Basics of Hadoop
- Work and navigate the Hadoop cluster with ease.
- Install and configure a Hadoop cluster on cloud services like Amazon Web Services (AWS)
- Understand the different phases of MapReduce in detail.
- How to write optimized Pig Latin instruction to perform complex data analysis?
- How to write optimized Hive queries to perform data analysis on simple and nested datasets?
- Work with file formats like SequenceFile, AVRO, etc.
- Understand Hadoop architecture, Single Point Of Failures (SPOF), Secondary/Checkpoint/Backup nodes, HA configuration, and YARN.
- How to Tune and optimize slowing running MapReduce jobs, Pig instructions, and Hive queries?
- Understand how Joins work behind the scenes and will be able to write optimized join statements?
Do you know the basics of Java language and looking for the best Hadoop course online?
Then this Learn By Example: Hadoop, MapReduce for Big Data course is for you. Here you will learn the individual components of Hadoop and how they interact with each other.
This course includes 13.5 hours of on-demand video, 1 article, 112 downloadable resources.
What you will learn
- How to develop advanced MapReduce applications to process BigData?
- Master the art of "thinking parallel" - how to break up a task into Map/Reduce transformations
- Learn how to set up your own single node mini-Hadoop cluster, a physical mini-Hadoop cluster, or in the cloud.
- Use Hadoop + MapReduce to solve a wide variety of problems: from NLP to Inverted Indices to Recommendations.
- Understand HDFS, MapReduce, and YARN and how they interact with each other.
- Understand the basics of performance tuning and managing your cluster.
Do you have basic knowledge of Python or Scala and the Linux command line?
Looking for the best Hadoop course to learn about the Hadoop ecosystem and how to use it to store, analyze, and vend “big data” at scale?
Then The Ultimate Hands-On Hadoop – Tame your Big Data course is for you. Here you will learn MapReduce, HDFS, Spark, Flink, Hive, HBase, MongoDB, Cassandra, Kafka, and more technologies related to Hadoop.
This course includes 14.5 hours of on-demand video, 5 articles, 2 downloadable resources.
What you will learn
- Design distributed systems that manage "big data" using Hadoop and related technologies.
- Use HDFS and MapReduce for storing and analyzing data at scale.
- Pig and Spark to create scripts to process data on a Hadoop cluster in more complex ways.
- Analyze the relational data using Hive and MySQL.
- Analyze non-relational data using HBase, Cassandra, and MongoDB.
- Query data interactively with Drill, Phoenix, and Presto.
- Choose appropriate data storage technology for your application.
- Understand how Hadoop clusters managed by YARN, Tez, Mesos, Zookeeper, Zeppelin, Hue, and Oozie.
- Publish data to your Hadoop cluster using Kafka, Sqoop, and Flume.
- Consume streaming data using Spark Streaming, Flink, and Storm.
MapReduce framework is closest to Hadoop in terms of processing Big data. It is an atomic processing unit in Hadoop.
Do you know the basic knowledge of HDFS and Java and want to learn Hadoop Mapreduce?
Then Hadoop MapReduce in Depth | A Real-Time course on Mapreduce helps you learn Complete Hadoop Mapreduce from scratch to Real-Time implementation.
This course includes 6 hours of on-demand video, 23 downloadable resources.
What you will learn
- Every concept that comes under the Hadoop MapReduce framework from SCRATCH to LIVE PROJECT Implementation.
- Learn to write Mapreduce Codes in a Real-Time working environment.
- Understand the working of every component of Hadoop Mapreduce with HANDS-ON Practicals.
- Override the default implementation of Java classes in Mapreduce and Code it according to our requirements.
- ADVANCE level Mapreduce concepts that are even not available on the Internet.
- Real-time Mapreduce Case studies asked in Hadoop Interviews with its proper Mapreduce code run on the cluster.
Are you looking Looking for the best online Hadoop Course to master Apache Hadoop?
Then this Master Apache Hadoop – Infinite Skills Hadoop Training course helps you learn how to work with the Hadoop framework.
This course includes 7.5 hours of on-demand video, 1 article, 1 downloadable resource.
What you will learn
- The basics of Hadoop.
- Understand the Hadoop distributed file system (HDFS), HDFS architecture, secondary name node, and access controls.
- Understand MapReduce, and learn the basics of debugging, HIVE, pig, and impala.
- Learn how to import and export data.
- Learn the tools and functions needed to work within Hadoop, an open-source software framework.
Are you looking for the best Hadoop course online to learn and master the art of framing data analysis problems?
Then this Taming Big Data with MapReduce and Hadoop course helps you learn two fundamental technologies of big data, MapReduce and Hadoop.
With the help of this course, you will Learn MapReduce by building over 10 real examples, using Python, MRJob, and Amazon’s Elastic MapReduce Service.
This course includes 5 hours of on-demand video, 3 articles, 5 downloadable resources.
What you will learn
- Understand what is Hadoop and how it works
- Understand how MapReduce can be used to analyze big data sets.
- How to write MapReduce jobs using Python and MRJob
- Run MapReduce jobs on Hadoop clusters using Amazon Elastic MapReduce.
- Chain MapReduce jobs together to analyze more complex problems.
- Analyze social network data using MapReduce.
- Analyze movie rating data using MapReduce and produce movie recommendations with it.
- Understand other Hadoop-based technologies, including Hive, Pig, and Spark.
Do you know the Hadoop file system and want to learn the Hadoop querying tool HIVE?
Then this Hive to ADVANCE Hive (Real-time usage) course helps you In and Out of Apache Hive – From Basic Hive to Advance Hive.
This course includes 7 hours of on-demand video, 37 downloadable resources.
What you will learn
- Learn Full In and out of Apache HIVE (From Basic to Advance level).
- Variables in Hive
- Table properties of Hive
- Custom Input Formatter
- Map and Bucketed Joins
- Advance functions in Hive
- Compression techniques in Hive
- Configuration settings of Hive
- Working with Multiple tables in Hive
- Loading Unstructured data in Hive
- Understand Querying and managing large datasets that reside in distributed storage
Are you looking for the best course to learn Hive, a query language for Hadoop?
Then This SQL on Hadoop – Analyzing Big Data with Hive course helps you to learn the Hive query language and how to apply it to solve common Big Data problems.
This includes an introduction to distributed computing, Hadoop, and MapReduce fundamentals and the latest features released with Hive 0.11
What you will learn
- Introduction to Hadoop
- Distributed computing challenges
- Hadoop File Systems
- MapReduce
- Word Count Example
- Introduction to Hive
- Understand Hive Architecture
- Learn Hive principles - Schema on Read.
- Learn Hive principles - The Hive Warehouse.
- Understand the Hive Query language basics.
- Learn to create Databases and Tables in the Hive.
- Loading data - Hive Managed and External Tables.
Are you a fresh graduate and looking for the best online Hadoop Course to learn the basics of Hadoop?
Then this Big Data & Hadoop Training – 24 Hrs – Learnoa Certification course is for you.
Here you will get all the Big Data concepts and extensive hands-on training on Big Data concepts and Hadoop Ecosystem.
This course includes 24.5 hours of on-demand video, 41 downloadable resources.
What you will learn
- Understand Big Data
- Understand what is Hadoop and how it works
- How to install and build a Hadoop Cluster from scratch
- Process large data-sets with Big Data tools to extract information from seemingly diverse sources
- Query databases using MapReduce to create scalable, flexible and profitable solutions
- Execute data analytics using Pig, Hive, and Sqoop
- Perform Integration with HBase and MapReduce
- Best practices for Hadoop development
- Practical Case-studies
- Learn real-world skill-set required to excel in any IT company
Are you looking for the best online course for Hadoop for beginners to learn the basics of Big Data Hadoop?
Then this Big Data Hadoop: Advanced concepts and Components course help you to learn what is big data and different components of Hadoop.
This course includes 6 hours of on-demand video, 4 downloadable resources.
What you will learn
- Learn What is Big Data.
- How do Different Components behave supporting the concept of Big Data?
- Learn HDFS, MapReduce, Hive, Pig, Sqoop, Flume, and HBASE.
- How Hadoop support the concepts of Big Data?
- How different components like Pig, Hive, Sqoop, Hbase, Flume & MapReduce of Hadoop support large sets of data Analytics.
Are you looking for a Hadoop course online to learn the basic building blocks of Hadoop?
Then this course, The Building Blocks of Hadoop HDFS, MapReduce, and YARN, gives you a fundamental understanding of the building blocks of Hadoop: HDFS for storage, MapReduce for processing, and YARN for cluster management.
What you will learn
- Introducing Hadoop
- The need for distributed computing
- Complete architecture overview for Hadoop.
- Other technologies in the Hadoop Eco-system
- The Name Node and Data Nodes
- Storing & Reading Files from HDFS
- Introduction to HDFS commands
- Name Node Failure Management
- Processing Data with MapReduce
- The Map and Reduce phases to process data
- Data Flow in a MapReduce
- Implement MapReduce in Java
- Submit a Jar to Hadoop
- Monitor the MapReduce jobs using the web interface
- Scheduling and Managing Tasks with YARN
- Anatomy of Job Run in YARN
- The FIFO Scheduler
- The Fair Scheduler
- Running jobs on a specific Queue
Are you looking for the best Hadoop course to gain expertise in maintaining complex Hadoop Clusters?
Then the Hadoop Administration Certification Training course helps you learn exclusive Hadoop Admin activities like Planning of the Cluster, Installation, Cluster Configuration, Cluster Monitoring, and Tuning.
What you will learn
- Understanding Big Data and Hadoop
- Hadoop Cluster and its Architecture
- Hadoop Cluster Setup and Working
- Hadoop Cluster Administration and Maintenance
- Computational Frameworks, Managing Resources, and Scheduling
- Hadoop 2.x Cluster: Planning and Management
- Hadoop Security and Cluster Monitoring
- Cloudera Hadoop 2.x and its Features
- Pig, Hive Installation and Working
- HBase, Zookeeper Installation and Working
- Understanding Oozie
- Data Ingestion using Sqoop and Flume
Are you looking for a free Hadoop course to learn about Big Data technologies?
Then this Hadoop Starter Kit course helps you learn the core components in Hadoop like HDFS, MapReduce, Pig, and Hive with Free cluster access.
What you will learn
- Understand the Big Data problem in terms of storage and computation
- Understand how Hadoop approach Big Data problem and provide a solution to the problem
- Understand the need for another file system like HDFS
- Work with HDFS
- Understand the architecture of HDFS
- Understand the MapReduce programming model
- Understand the phases in MapReduce
- Envision a problem in MapReduce
- Write a MapReduce program with a complete understanding of program constructs
- Write Pig Latin instructions
- Create and query Hive tables
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