Courses In Big Data - 10 Most Popular Big Data Courses

Learn some of the courses in big data and get insights on the number of projects, doubt support, Fee structure, curriculum, reviews and features of all these courses in big data. In this article, we handpicked the 10 most popular courses in big data analytics. 
authorImageVarun Saharawat30 Oct, 2025
Courses In Big Data - 10 Most Popular Big Data Courses

The Courses in Big Data provide tutorials and hands-on learning. In today’s technology, data plays a very important role as fuel for many advanced technologies. Big data is a set of extremely large and complex datasets that can not be managed using traditional data analysis and processing tools. 

These complex datasets provide valuable insights and help in decision-making. In this tutorial, let us learn about the ten most popular courses in big data.

10 Courses in Big Data for Data Professionals 

Check out some of the courses in big data for beginners and professionals who want to advance their knowledge of data analytics and explore wider career opportunities.

1. PW Skills Data Analytics Course

courses in big data Become a certified big data analytics expert with the PW Skills Data Analytics Course. Advance your career in data analytics with specialized learning programs available in expert-led live sessions and recorded on-demand lectures. Get in-depth learning videos related to big data and other technologies.  Learn the complete course in English language mode. Become certified in full-time big data analytics and learn high in-demand skills in Python, SQL, Power BI, and more relevant tools. 

Features of this Courses in Big Data 

  • The course duration of this Data analytics Course is 6 months.
  • Live+ Recorded mode of learning tutorials 
  • Real-world capstone projects under the guidance of experts
  • Build job-ready portfolio with a dynamic project portfolio.
  • Network with industry experts and leverage high impact alumni network of PW Skills
  • Get career opportunities and fast-track your career.
  • Get industry renowned certificates for internship after course completion.

2. The Ultimate Hands-On-Hadoop: Tame your Big Data

courses in big data Learn more about big data in-depth with IBM Courses in big data on Udemy. Learn Hadoop and how it is used to solve business problems and provide data-driven insights. You will master handling complex datasets and write programming using two popular data processing frameworks, pig and Spark.  Explore data management tutorials with data storage technologies such as MySQL, MongoDB, Presto, etc. You will learn to handle massive data and manipulate data within the Hadoop ecosystem. 

Feature of Courses in Big Data 

  • Learn popular design systems that manage big data using Hadoop and other technologies. 
  • Master programming techniques such as Pig and Spark to process data on the  Hadoop Cluster
  • Analyze relational data using MySQL and non-relational data using MongoDB, HBase, and Cassandra.
  • Solve queries in data using Phoenix and Presto.
  • Understand the appropriate data technology and manage Hadoop clusters using YARN Zookeeper, Hu,e and Oozie.
  • This course in big data consists of 4.5⭐ out of 5 (20,000+) on the IBM Platform.
  • The duration of this course is 14.5 hours.
  • You will also get shareable certification after completing the course. 

3. Big Data Training for Professionals

Learn about Big Data using theoretical and hands on training tutorials offered by the University of California San Diego. Help your organizations in making better decisions using data driven insights. Learn how big data is organized and analyzed to extract important insights.  This is one of the most popular courses in big data having 4.5⭐ rating out of 5 (1,00,000+). The duration of these courses in big data analytics is 96 hours. Get downloadable certification after completing the course.

Features of these Courses in Big Data 

  • Drive smart business decisions using data-driven insights 
  • Get an understanding of big data and its importance.
  • Get insights on what big data can provide with hands on experience and big data tools
  • Learn Hadoop, MapReduce, Spark, Pig, and Hive from scratch. 
  • Master predictive modeling and graph analytics with these courses in big data.
  • Get capstone projects developed with Splunk, a data software company. 
  • Download the certificate for this course in big data on Coursera.

4. Google Cloud Big Data And Machine Learning Fundamentals

courses in big data Leverage Google Cloud Big Data and Machine Learning Course, a one-week course provided by Google Cloud with tutorials on the fundamentals of Big Data and machine learning. The course consists of 4.7⭐ out of 5 (15,000+) on Google Cloud with an overall course duration of 10 hours. 

Feature of these courses in Big Data

  • Learn about big data for data analysis and machine learning 
  • Create data pipelines and dashboards.
  • Learn the fundamentals of building machine learning algorithms and models.
  • Get shareable certification after completing the course.
  • On-demand Course tutorials on Google Cloud Platform.
  • Use CloudSQL and CloudDataproc to distribute workloads on the Google Cloud platform
  • Master BigQuery and Cloud DataLab to carry out data-driven analysis.
  • Use a neural network using TensorFlow.
  • Choose one of the data processing products on the Google Cloud Platform.

5. Master Big Data Analytics With Great Learning 

courses in big data Learn big data and analytics on Great Learning, holding a significant position on the 10 big data courses in big data. The course duration is 19 hours with on-demand lecture videos. Great Learning provides many other courses in big data on its platform. It is a self paced online course with experienced faculty.

Features of these courses in big data

  • Self-paced online learning course 
  • The course duration is 19 hours with on-demand lectures.
  • Get 24x7 doubt support.
  • Learn important skills like Big data, SQL, Hadoop, and Spark concepts and analyzing data
  • Work on over 1+ projects and 5 assignments to gain hands-on training. 
  • Get complete certification with this big data course after completing 94% of the course tutorials.

6. Big Data Course by Intellipat

courses in big data Master big data fundamentals and analytics on the IBM course with the Intellipat course. Learn major in-demand skills like MapReduce, Sqoop, Spark, Hive, etc. Work on real time projects and case studies. Get hands-on training from experts and certification after completing this course. The course consists of 4.5⭐ out of 5 (20,000+) on Intellipaat and provides resume-building and placement support within the course. Get on-demand videos with self-paced videos.

Features of These Courses in Big Data

  • This PG course on Intellipaat duration is 7 months.
  • Suitable for beginners, intermediate as well as advanced level
  • Online mode of training with self-paced lecture videos
  • The cost of the Program is INR 75,012 + GST, which can also be purchased on EMI.
  • Learn Hadoop, MapReduce, Spark, Scala, mapping, Python, statistics, MongoDB, Lambda, Apache Kafka, PySpark, etc.
  • Work on 33+ industry projects and case studies 

7. Courses In Big Data on TalentEdge

courses in big data Learn big data analytics and in-demand technologies and tools on the online learning platform TalentEdge. Get upskilling tutorials and discover a wide range of career opportunities. The course duration is 5 months in collaboration with IIT Kashipur. TalentEdge platform was started in 2012 and provides upskilling learning programs and Courses in big data analytics. 

Features of these courses in big data

  • Learn from the faculties of TalentEdge in an online mode
  • The total duration of the course is 5 months 
  • The Big data analytics program fee is INR 84,745+GST for students in India. Get EMI option available for 8,305 per month excluding monthly interest.
  • Learn hands-on experience with real-time projects and skills such as big data fundamentals, business analytics, AWS, Data mining technologies, Python, ML, regression, etc.
  • Get doubt solving sessions with call and email options in real time

8. Big Data Hadoop Certification Course on Edureka 

courses in big data Edureka offers courses in big data provides guidance with experienced mentors and in-depth knowledge of Hadoop and other technologies in Big data. Work on real time case studies and projects within the course with proper guidance and learn to master decision-making and provide data driven insights.  The course duration is 4 months (25 weeks) with weekend and weekday classes. Edureka is an edtech company started in 2011 with a number of courses in big data and other programs on the platform online. 

Features of these Courses in Big data

  • This course offers Online classes on weekends and weekdays
  • The duration of this course in big data is 25 weeks. 
  • The complete price of this course is INR 128,323+ GST.
  • Get complete student support.
  • Learn skills like Apache, Hadoop, Scala, Java, Kafka, MongoDB, and other technologies of big data
  • Work on hands-training projects 
  • Master tools like Java, Cassandra, Apache Spark, MongoDB, Hadoop.

9. Big Data Specialization by UCSan Diego [Free]

courses in big data Leverage in-depth learning of big data fundamentals and technologies with courses in big data offered by UCSanDiego on Coursera. It consists of 7000+ online learning programs to provide learners with career opportunities in the big data field. The course duration is 8 months with online training through self paced video lectures and flexible learning hours.

Features of these Courses in big data

  • This big data course fees is Free and provided by UCSan Diego without any price.
  • Students get to learn based on in-depth learning videos and hands-on training with projects.
  • Get doubt support on the platform
  • Get a course completion certificate after completing the course. 
  • Learn Skills like Big data, MongoDB, Apache, spark, MapReduce, Cloudera, data modeling, Data management, ML Algorithms and fundamentals.
  • Learn advanced tools like KNIME, Spark, MLLib, Gephi, and more.

10. Certified Big Data Engineering Course by AnalytiXLabs 

courses in big data Enroll in the AnalytiXLabs Big Data Analytics Course with online and offline learning programs. Get the latest updated industry curriculum and support in-depth tutorials covered by expert mentors. The complete course duration is 210 hours to complete.  The complete big data course syllabus gets updated periodically. Learn based on online, self paced and offline (classroom) modes. Select any one of these modes and start your learning journey in big data with one of the most popular courses in big data. 

Features of these Courses in Big Data 

  • Three modes of learning i,e. Classroom, online, and on-demand self-paced learning.
  • The classroom big data course fees is INR 30,000+ Tax and for self paced Big data course fees is INR 25,000+ Tax and for online live learning mode the course fee is INR 30,000+ Tax.
  • Get dedicated career support with 24x7 query handling through emails and calls.
  • Learn cloud, ML Models, Spark, Data blending, Data Manipulation, and other major skills in this course
  • Master tools like SQL, Scala, Hadoop, Cloud Computing, Hiv,e and Apache Spark. 
  • Work on hands-on training projects with capstone projects within this course.
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Courses in Big Data Analytics FAQ

Q1. What is Big Data?

Ans: Big data is complex datasets that cannot be managed using traditional data analytics technologies and tools. It involves collecting, storing, and analysing vast amounts of information and data. Uncover patterns, trends, and insights that can be used for decision making and data driven insights.

Q2. What are the characteristics of Big Data?

Ans: Volume, Velocity, Variety, Veracity, and Value are some of the important characteristics of big data. Big data is collected from various sources such as social media, IoT devices, E-Commerce, Healthcare, Finance, and Telecommunication.

Q3. What are popular big data technologies?

Ans: Some of the important big data technologies are Hadoop, Apache Spark, NoSQL Databases, Data Visualization, Cloud Computing, Google Cloud, etc.

Q4. What are the applications of big data?

Ans: Some of the important big data applications are business analytics, healthcare, finance, e-commerce, smart cities, resource optimization, IoT, Traffic management, fraud detection, risk analysis, etc.

Q5. What are some of the popular courses in big data?

Ans: Some of the popular courses in big data are offered on PW Skills, Udemy, Coursera, Udacity. Edurerka, etc.