10 Best Hadoop Tutorials To Pursue Online Today

Hadoop is the approach to the significant data issues usually faced by the IT sector. The technique is to store large datasets in a decentralized system on a cluster of inexpensive machines. Not only this, it offers analytics of big data via a computing environment. It's an open-source framework made by the Apache Software Foundation as a community. There are a number of online Hadoop courses available online for the aspirants to get learning and certification. Here we will take a look at some of the best online courses and certifications for the best Best Hadoop Tutorials.

With industries such as e-commerce, IT, Retail and finance being at the forefront of the next business wave in India, the demand for Hadoop developers has grown rapidly, which is evident in the fact that by 2021, the Hadoop developers will be part of a $40.69 billion USD industry that is touted to grow by 43.4% since 2015. Pursuing specialized Hadoop training, therefore, is a good idea to start your career.

What is the future scope of Hadoop?

Today's corporations are more focused on clients. When dealing with various types of consumer engagement, customer care is really about personalized service. Hadoop addresses difficult problems faced by organizations. Hadoop is rapidly becoming a prominent big data application to address the limitations of conventional data approaches.

The explanation behind the rising Hadoop industry is that inexpensive and fast data analytics are supported by Hadoop. Almost since development, Hadoop has also developed to be better and better. Even as many significant data innovations, such as Spark and Flink, are increasing. But as a supplier of efficient Big Data storage, Hadoop stayed in place. You need to go through Hadoop training to hone your skills.

Here we have compiled a list of some of the top online Courses & Certifications from Top Providers for the Best Hadoop Tutorials.

Note: The above data is collected and compiled by the Careers360 team.

1. Hadoop Platform and Application Framework

You will get an insight into the Big Data Hype, its possibilities, and obstacles for technology. You will look more closely at the Hadoop stack, including Big Data solutions-related tools and technologies. The Hadoop stack, starting from pure HDFS components to software execution frameworks and languages to utilities, will be looked at in-depth with this online Hadoop course.

You should cover the key HDFS design objectives, explain the HDFS read/write mechanism, the main configuration information which can be adjusted to evaluate the progress and robustness of HDFS, and then get an overview of the various ways in which you can access HDFS data. Eventually, in the Big Data Arena, you can concentrate on the Apache Spark cluster software platform, a significant Hadoop MapReduce challenger.

Offered by: University of California, San Diego via Coursera

Duration: Approx. 26 hours

Cost: Rs. 4398 (free for auditing)

Topics covered

• Hadoop Basics
• Introduction to the Hadoop Stack
• Introduction to Hadoop Distributed File System (HDFS)
• Introduction to Map/Reduce
• Spark

Also Read: Database Administrator Career

2. SQL on Hadoop: Analyzing Big Data With Hive

If you don't know what a hive is, let me give you a brief description. For ensuring information summaries, requests, and analyses, Apache Hive is a data center project developed on top of Apache Hadoop. It includes a SQL-like framework that integrates with Hadoop and NoSQL databases like HBase and Cassandra to query data stored in different databases and shared folders. This big data Hadoop course begins with explaining core concepts of Apache Hadoop, such as distributed computing and MapReduce, and then goes into Apache Hive in great detail.

In order to illustrate how the Hive allows activities easier to implement, the course poses several real-world challenges. In short, this is really a good course for learning how to find solutions to everyday significant data issues using the Hive query language.

Offered by: Plural sight

Duration: self-paced

Cost: 10 day free trial, then Rs. 1024.88 per month

Topics covered

• Introduction to Hadoop
• Introduction to Hive
• Hive Query Language
• Advanced HiveQL
• Storage and The Ecosystem

3. Big Data and Hadoop for Beginners

It is one of the strongest Hadoop tutorials for learners, which might help determine Hadoop and its components' complex frameworks. In this big data Hadoop course of Udemy; you would see how one can start with Hadoop as a beginner. It comes with several hands-on examples that will help you quickly understand Hadoop. Through this highly recommended Hadoop course, you will be on top of the most popular big data innovations and their market trends by studying Hadoop big data. You can learn by developing a sample data pipeline in Hadoop to manipulate big data to really get some experience in the real world from this course.

Offered by: Udemy

Duration: 3 hours

Cost: Rs. 3499

Topics covered

• Welcome to the Course
• Big Data at a Glance
• Getting Started with Hadoop
• Getting Started with Hive
• Getting Started with Pig
• Use Cases
• Practice

Also Read: Big Data Analytics using Hadoop by National Institute of Electronics and Information Technology, Chandigarh

4. Learn Big Data: The Hadoop Ecosystem Masterclass

Using HDFS, MapReduce, Yarn, Pig, Hive, Kafka, HBase, Spark, Knox, Ranger, Ambari, Zookeeper to master the Hadoop ecosystem. You can learn about Big Data and use the Hadoop Ecosystem throughout this Hadoop course. Why Hadoop? Hadoop? This is one of the skills in the IT industry that is most sought after. In the US, the average annual salary is $112,000 a year, up to $160,000 in San Francisco, on average (source: Indeed). The curriculum is targeted at software developers, managers of databases and administrators of systems who want to learn about big data. This curriculum may also be taken by other IT practitioners, but some additional studies will have to be done to clarify some of the concepts. You can learn how to do the widespread applications currently available in the Big Data industry, using both progression of steps and real-time processing. This online Hadoop program will give you an adequate background to be capable of communicating with industry professionals concerning real issues and challenges.

Offered by: Udemy

Duration: 6 hours

Cost: Rs. 2560

Topics covered

• Introduction
• What is Big Data and Hadoop
• Introduction to Hadoop
• Pig
• Apache Spark
• Hive
• Real Time Processing
• Kafka
• Storm
• Spark Streaming
• HBase
• Phoenix
• Hadoop Security
• Ranger
• HDFS Encryption
• Advanced Topics

Top Trending Courses & Certifications:

5. Learn Big Data: Complete Hadoop Ecosystem with Practical

This curriculum is specifically designed for all identity students who do want to create their careers in the Big Data Arena throughout the real world, i.e., product owners. In this Hadoop online course you will get specific information for various commands and parameters used in the creation and testing of all Big Data related techniques and skills, including various relational databases, will be given incomplete queries/commands that the tester requires to transfer into a larger umbrella, i.e., World of Big Data Ecosystems.

Offered by: Udemy

Duration: 12.5 hours

Cost: Rs. 3499

Topics covered

• Course Introduction
• Cloudera Setup Process
• Important HDFS Commands for Hadoop Execution
• HIVE Introduction with Practicals
• Cassandra Introduction with Practicals
• MongoDB Introduction with Practicals
• Redis Introduction with Practicals
• HBase Introduction with Practicals
• Spark and Scala Introduction with Practicals
• PIG Scripting Introduction with Practicals
• Introduction with Beeline
• Collections In Cassandra

Also read: Online Big Data Hadoop Courses & Certifications

6. Big Data Analytical Platform on Alibaba Cloud

One of the best Hadoop tutorials offered in the Coursera platform, this course Focuses on the Analytical Platform on Alibaba Cloud. It teaches you how to analyze, and demonstrate clear metrics from a set of Big Data. This course is aimed to teach engineers on how to use Big Data products in Alibaba Cloud. It covers basic distributed system theory and Alibaba Cloud's core products like MaxCompute, DataWorks, E-MapReduce as well as a bundle of ecosystem tools. This is course 2 of the 3 course specialisation Alibaba Cloud COmputing Specialization.

Offered by: Alibaba Cloud Academy via Coursera

Duration: Approx. 8 hours

Cost: Rs. 2,035 per month

Or Rs. 4,274 for 3 months

Or Rs. 6,106 for 6 months

Topics covered

• Intro to Hadoop
• Hadoop on Alibaba Cloud
• Big Data Product Overview
• MaxCompute Basic
• MaxCompute SQL
• MaxCompute UDF
• MaxCompute Security
• Dataworks Basic
• Data Visualization
• PAI Overview

Also Read: Big Data Analytics using Hadoop by National Institute of Electronics and Information Technology, Chandigarh

7. Big Data Hadoop Certification Training

One of the best Hadoop tutorials from Edureka, this certification training course will teach you the fundamentals tools of the Hadoop and Big Data Ecosystem. These being Apache Spark, Hive, SparkContext, HBase, Apache Pig, HDFS, YARN, Apache Oozie, Flume and Sqoop. You will learn the data ingestion capabilities in HDFS using Flume and Sqoop. This data hadoop big data hadoop course will also teach how to analyse massive datasets stored in the Hadoop Distributed File System, etc. With the real -world Big Data projects you will become familiar with the Hadoop Ecosystem hands-on training. These projects will be different domains such as finance, banking, travel and tourism, social media, retail, and telecommunication.

Offered by: Edureka

Duration: 5 weeks

Cost: Rs. 17995

Topics covered

• Understanding Big Data and Hadoop
• 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

8. Managing Big Data With R and Hadoop Online Course

One of the best hadoop tutorials offered in the Future learn platform, this course is created with Partnership for Advanced Computing in Europe (PRACE). The learners will delve into the use of Linux with Hadoop, how to manage data using different tools and techniques such as R, Hadoop, R Studio, statistical learning, etc.The students learn to use the big data Hadoop tool to manage and analyse big data for the organisation or client. This course is designed for learners who want to pursue concepts of data science, computational statistics, and machine learning.

Offered by: Partnership For Advanced Computing in Europe via Futurelearn

Duration: 5 weeks

Cost: Not mentioned

Topics covered

• Welcome to Bid Data
• Working with Hadoop
• First steps in R and RHadoop
• Statistical learning with RHadoop: clustering
• Statistical learning with RHadoop: regression and classification

Also Read: Hadoop Administration Certification Training Course by Edureka

9. Intro to Hadoop and MapReduce

This Hadoop tutorial teaches Big Data, HDFS, MapReduce code, on an intermediate level. This is one of the best hadoop tutorials offered in the Udacity platform. One of the perks is that there are no time restrictions when it comes to attendance or timings of sessions. So the candidates learn at their own pace. The learners would find it advantageous if they know the fundamentals of Python as it will make it easier to learn this course.

Offered by: Cloudera via Udacity

Duration: 1 month

Cost: Free

Topics covered

• Big Data
• HDFS and MapReduce
• MapReduce code
• MapReduce Design Patterns

10. Certified Big Data and Apache Hadoop Developer

This is one of the best hadoop tutorials provided by Vskills. The courses cover the basics, as well as advanced levels of Big Data and Hadoop. The students will learn how to develop, manage, and process data on Hadoop. They will also learn how to build complex Big Data Applications on Hadoop. Therefore, with the Vskills Certified Big Data and Apache Hadoop Developer programme, you can future-proof your career. To gain this certification the students must pass the online certification exam. There will be 50 questions which need to be completed within 60 minutes. They must get at least 25 answers right.

Offered by: Vskills

Duration: Self-paced

Cost: Rs. 2499

Topics covered

• Big Data
• Apache Hadoop
• HDFS
• MapReduce
• Yarn
• Pig
• HBase
• Sqoop and Flume
• Hive
• Workflow
• Hadoop Cluster Management
• Administration
• Security
• NextGen Hadoop

Conclusion

The Forbes Big Data & Hadoop Market is projected to hit $99.31B by 2022, rising from 2015 at such a CAGR of 42.1% by 2022. McKinsey expects a scarcity of 1.5 million data analysts by 2018, and the average annual salary of Big Data Hadoop Developers is $135k, so according to Indeed Salary Data.

With the help of these Hadoop tutorials, you will be able to acquire detailed Knowledge about Hadoop in order to sharpen your skills and learn more. So, try to find the most suitable certification for yourself and start the learning process to give you career and exponential growth. Besides, the online Hadoop certification will also add more credibility to your resume and make you able to acquire an esteemed position.

Do note that while there are programmers and developers who have learned the intricacies of data and programming on their own, a degree or diploma would provide the foundational knowledge in a comprehensive way. Along with these programmes or after them these Hadoop courses can boost your career. So take a look at our online degree courses and online diploma courses to choose the courses that will focus on Best Hadoop tutorials as well.

Are you still confused? Do not worry! Take a look at our online course comparison so that you can choose from the best hadoop courses. All the best!

Explore Popular Platforms Certification Courses