Free Big Data Courses

Enroll in our free Big Data courses to understand the principles and practices of working with big data. Learn about data storage, management, analytics, and visualization, along with Hadoop, Spark, Kafka, and more. Join now and earn a certificate upon course completion.

6.8K+ Learners
12 Courses
4.53 average rating
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Key Highlights

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Earn an industry-recognized certificate
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Start anytime, learn on your schedule
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Taught by industry experts and top faculty

Begin your learning journey

Key Highlights

certificate icon
Earn an industry-recognized certificate
flexible schedule icon
Start anytime, learn on your schedule
expert instructors icon
Taught by industry experts and top faculty

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PRO & UNIVERSITY PROGRAMS

Boost your career by mastering in-demand skills through expert guidance, AI-powered learning, and hands-on projects.

  • Applied AI and Data Science Program

    MIT Professional Education

    University icon University

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  • Data Science and Machine Learning Program

    MIT IDSS

    Data Science and Machine Learning Program

    12 weeks · Online · Learn from MIT Faculty
    University icon University

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    Data Science and Machine Learning Program

    12 weeks · Online · Learn from MIT Faculty

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  • Free Big Data Courses

    Cassandra Tutorial

    Great Learning Academy

    Cassandra Tutorial

    star 4.58 · 2.8K+ learners · 2.0 hours

    Skills: Cassandra, Cap Theorem, Etherpad, Elastic Linear Scalability

    Free icon Free

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    Cassandra Tutorial

    star 4.58 · 2.8K+ learners · 2.0 hours

    What you’ll learn:

    • Understanding Big Data
    • Types of NoSQL
    • SQL vs NoSQL

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    Hive Hands on

    Great Learning Academy

    Hive Hands on

    star 4.53 · 2K+ learners · 2.0 hours

    Skills: Hive Basic

    Free icon Free

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    Hive Hands on

    star 4.53 · 2K+ learners · 2.0 hours

    What you’ll learn:

    • Introduction to Hive Hands-On
    • Partitions in Hive
    • Case Study Demo 1

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    Hive Basics

    Great Learning Academy

    Hive Basics

    star 4.5 · 2K+ learners · 2.0 hours

    Skills: Hive Basics

    Free icon Free

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    Hive Basics

    star 4.5 · 2K+ learners · 2.0 hours

    What you’ll learn:

    • What is Hive?
    • Hive Architecture
    • Hive Properties: Part - 1

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    Cassandra Tutorial

    Great Learning Academy

    Cassandra Tutorial

    Skills: Cassandra, Cap Theorem, Etherpad, Elastic Linear Scalability

    star 4.58 · 2.8K+ learners · 2.0 hours
    Free icon Free

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    Hive Hands on

    Great Learning Academy

    Hive Hands on

    Skills: Hive Basic

    star 4.53 · 2K+ learners · 2.0 hours
    Free icon Free

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    Hive Basics

    Great Learning Academy

    Hive Basics

    Skills: Hive Basics

    star 4.5 · 2K+ learners · 2.0 hours
    Free icon Free

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    Explore more free courses

    Big Data Analytics Course

    Great Learning Academy

    Big Data Analytics Course

    star 4.54 · 1.5L+ learners · 19.0 hours

    Skills: Map reduce, HDFS, YARN, Hive, Apache Hadoop, Pyspark, Kafka, Spark streaming

    Free icon Free

    View Course

    Big Data Analytics Course

    star 4.54 · 1.5L+ learners · 19.0 hours

    What you’ll learn:

    • Hadoop - Master your Big Data
    • Hive - Big Data SQL
    • Spark - Stream and Analyze the Big Data

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    Introduction to Big Data and Hadoop

    Great Learning Academy

    Introduction to Big Data and Hadoop

    star 4.55 · 42.7K+ learners · 2.5 hours

    Skills: Big Data basics, Hadoop, HDFS

    Free icon Free

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    Introduction to Big Data and Hadoop

    star 4.55 · 42.7K+ learners · 2.5 hours

    What you’ll learn:

    • Introduction to Big Data
    • What is Hadoop ?
    • Hadoop Architecture

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    Spark Basics

    Great Learning Academy

    Spark Basics

    star 4.54 · 18.3K+ learners · 2.0 hours

    Skills: Spark, RDDs, Hadoop

    Free icon Free

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    Spark Basics

    star 4.54 · 18.3K+ learners · 2.0 hours

    What you’ll learn:

    • Introduction to Spark
    • Spark vs Hadoop
    • Spark Architecture

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    Spark: PySpark

    Great Learning Academy

    Spark: PySpark

    star 4.57 · 14K+ learners · 2.5 hours

    Skills: Hadoop, Spark

    Free icon Free

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    Spark: PySpark

    star 4.57 · 14K+ learners · 2.5 hours

    What you’ll learn:

    • PySpark Introduction with an Example
    • Spark MLIB
    • Moving from RDD to dataframe API

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    Spark Twitter Streaming

    Great Learning Academy

    Spark Twitter Streaming

    star 4.59 · 3K+ learners · 2.5 hours

    Skills: Spark Streaming sources , Twitter streaming

    Free icon Free

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    Spark Twitter Streaming

    star 4.59 · 3K+ learners · 2.5 hours

    What you’ll learn:

    • What is Real Time Analytics?
    • Big Companies using RTA
    • Challenges in Working with Streaming Data

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    Cassandra Tutorial

    Great Learning Academy

    Cassandra Tutorial

    star 4.58 · 2.8K+ learners · 2.0 hours

    Skills: Cassandra, Cap Theorem, Etherpad, Elastic Linear Scalability

    Free icon Free

    View Course

    Cassandra Tutorial

    star 4.58 · 2.8K+ learners · 2.0 hours

    What you’ll learn:

    • Understanding Big Data
    • Types of NoSQL
    • SQL vs NoSQL

    View Course

    Introduction to Apache Hive

    Great Learning Academy

    Introduction to Apache Hive

    star 4.5 · 11.2K+ learners · 4.0 hours

    Skills: Hive basics, Hive querying, Hive data upload, Hive simple operations

    Free icon Free

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    Introduction to Apache Hive

    star 4.5 · 11.2K+ learners · 4.0 hours

    What you’ll learn:

    • Introduction to Hive
    • Hive Demo - Basics and Internal Table
    • Hive Demo - External table

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    Data Analysis using PySpark

    Great Learning Academy

    Data Analysis using PySpark

    star 4.41 · 11.5K+ learners · 1.0 hours

    Skills: Real-time Data Analytics, Spark streaming

    Free icon Free

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    Data Analysis using PySpark

    star 4.41 · 11.5K+ learners · 1.0 hours

    What you’ll learn:

    • Introduction to Real Time Data Analytics
    • Modelling Data and Types of Analytics
    • Spark Streaming for Real Time Analytics

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    Big Data Landscape

    Great Learning Academy

    Big Data Landscape

    star 4.31 · 5.5K+ learners · 0.5 hours

    Skills: Big Data

    Free icon Free

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    Big Data Landscape

    star 4.31 · 5.5K+ learners · 0.5 hours

    What you’ll learn:

    • Skills Required
    • Introduction to Big Data Landscape
    • Different Roles in Big Data Analytics?

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    Hive Hands on

    Great Learning Academy

    Hive Hands on

    star 4.53 · 2K+ learners · 2.0 hours

    Skills: Hive Basic

    Free icon Free

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    Hive Hands on

    star 4.53 · 2K+ learners · 2.0 hours

    What you’ll learn:

    • Introduction to Hive Hands-On
    • Partitions in Hive
    • Case Study Demo 1

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    Hive Basics

    Great Learning Academy

    Hive Basics

    star 4.5 · 2K+ learners · 2.0 hours

    Skills: Hive Basics

    Free icon Free

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    Hive Basics

    star 4.5 · 2K+ learners · 2.0 hours

    What you’ll learn:

    • What is Hive?
    • Hive Architecture
    • Hive Properties: Part - 1

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    Kafka Basics

    Great Learning Academy

    Kafka Basics

    star 4.54 · 6.2K+ learners · 1.0 hours

    Skills: Using Kafka API, Using Kafka Cluster, Data Collection, Data Processing , Data Storing , Analysis of Data, Kafka Key Components, Zookeeper

    Free icon Free

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    Kafka Basics

    star 4.54 · 6.2K+ learners · 1.0 hours

    What you’ll learn:

    • Kafka - What and Where?
    • Kafka - APIs and Clusters
    • How Kafka Works with Examples

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    Popular

  • Big Data Analytics Course

    Great Learning Academy

    Big Data Analytics Course

    star 4.54 · 1.5L+ learners · 19.0 hours

    Skills: Map reduce, HDFS, YARN, Hive, Apache Hadoop, Pyspark, Kafka, Spark streaming

    Free icon Free

    View Course

    Big Data Analytics Course

    star 4.54 · 1.5L+ learners · 19.0 hours

    What you’ll learn:

    • Hadoop - Master your Big Data
    • Hive - Big Data SQL
    • Spark - Stream and Analyze the Big Data

    View Course

  • Introduction to Big Data and Hadoop

    Great Learning Academy

    Introduction to Big Data and Hadoop

    star 4.55 · 42.7K+ learners · 2.5 hours

    Skills: Big Data basics, Hadoop, HDFS

    Free icon Free

    View Course

    Introduction to Big Data and Hadoop

    star 4.55 · 42.7K+ learners · 2.5 hours

    What you’ll learn:

    • Introduction to Big Data
    • What is Hadoop ?
    • Hadoop Architecture

    View Course

  • Spark Basics

    Great Learning Academy

    Spark Basics

    star 4.54 · 18.3K+ learners · 2.0 hours

    Skills: Spark, RDDs, Hadoop

    Free icon Free

    View Course

    Spark Basics

    star 4.54 · 18.3K+ learners · 2.0 hours

    What you’ll learn:

    • Introduction to Spark
    • Spark vs Hadoop
    • Spark Architecture

    View Course

  • Spark: PySpark

    Great Learning Academy

    Spark: PySpark

    star 4.57 · 14K+ learners · 2.5 hours

    Skills: Hadoop, Spark

    Free icon Free

    View Course

    Spark: PySpark

    star 4.57 · 14K+ learners · 2.5 hours

    What you’ll learn:

    • PySpark Introduction with an Example
    • Spark MLIB
    • Moving from RDD to dataframe API

    View Course

  • Trending

  • Spark Twitter Streaming

    Great Learning Academy

    Spark Twitter Streaming

    star 4.59 · 3K+ learners · 2.5 hours

    Skills: Spark Streaming sources , Twitter streaming

    Free icon Free

    View Course

    Spark Twitter Streaming

    star 4.59 · 3K+ learners · 2.5 hours

    What you’ll learn:

    • What is Real Time Analytics?
    • Big Companies using RTA
    • Challenges in Working with Streaming Data

    View Course

  • Cassandra Tutorial

    Great Learning Academy

    Cassandra Tutorial

    star 4.58 · 2.8K+ learners · 2.0 hours

    Skills: Cassandra, Cap Theorem, Etherpad, Elastic Linear Scalability

    Free icon Free

    View Course

    Cassandra Tutorial

    star 4.58 · 2.8K+ learners · 2.0 hours

    What you’ll learn:

    • Understanding Big Data
    • Types of NoSQL
    • SQL vs NoSQL

    View Course

  • Introduction to Apache Hive

    Great Learning Academy

    Introduction to Apache Hive

    star 4.5 · 11.2K+ learners · 4.0 hours

    Skills: Hive basics, Hive querying, Hive data upload, Hive simple operations

    Free icon Free

    View Course

    Introduction to Apache Hive

    star 4.5 · 11.2K+ learners · 4.0 hours

    What you’ll learn:

    • Introduction to Hive
    • Hive Demo - Basics and Internal Table
    • Hive Demo - External table

    View Course

  • Data Analysis using PySpark

    Great Learning Academy

    Data Analysis using PySpark

    star 4.41 · 11.5K+ learners · 1.0 hours

    Skills: Real-time Data Analytics, Spark streaming

    Free icon Free

    View Course

    Data Analysis using PySpark

    star 4.41 · 11.5K+ learners · 1.0 hours

    What you’ll learn:

    • Introduction to Real Time Data Analytics
    • Modelling Data and Types of Analytics
    • Spark Streaming for Real Time Analytics

    View Course

  • New

  • Big Data Landscape

    Great Learning Academy

    Big Data Landscape

    star 4.31 · 5.5K+ learners · 0.5 hours

    Skills: Big Data

    Free icon Free

    View Course

    Big Data Landscape

    star 4.31 · 5.5K+ learners · 0.5 hours

    What you’ll learn:

    • Skills Required
    • Introduction to Big Data Landscape
    • Different Roles in Big Data Analytics?

    View Course

  • Hive Hands on

    Great Learning Academy

    Hive Hands on

    star 4.53 · 2K+ learners · 2.0 hours

    Skills: Hive Basic

    Free icon Free

    View Course

    Hive Hands on

    star 4.53 · 2K+ learners · 2.0 hours

    What you’ll learn:

    • Introduction to Hive Hands-On
    • Partitions in Hive
    • Case Study Demo 1

    View Course

  • Hive Basics

    Great Learning Academy

    Hive Basics

    star 4.5 · 2K+ learners · 2.0 hours

    Skills: Hive Basics

    Free icon Free

    View Course

    Hive Basics

    star 4.5 · 2K+ learners · 2.0 hours

    What you’ll learn:

    • What is Hive?
    • Hive Architecture
    • Hive Properties: Part - 1

    View Course

  • Kafka Basics

    Great Learning Academy

    Kafka Basics

    star 4.54 · 6.2K+ learners · 1.0 hours

    Skills: Using Kafka API, Using Kafka Cluster, Data Collection, Data Processing , Data Storing , Analysis of Data, Kafka Key Components, Zookeeper

    Free icon Free

    View Course

    Kafka Basics

    star 4.54 · 6.2K+ learners · 1.0 hours

    What you’ll learn:

    • Kafka - What and Where?
    • Kafka - APIs and Clusters
    • How Kafka Works with Examples

    View Course

  • Learner reviews of the Free Big Data Courses

    Our learners share their experiences of our courses

    4.53
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    Reviewer Profile

    5.0

    “Big Data Analytics Course: An Amazing Experience”
    I would like to thank the tutor for his excellent teaching on the Big Data Analytics course. Every topic covered in the course was amazing and informative. He has a great way of explaining complex concepts in a clear and concise manner. He was always patient and willing to answer any questions that I had. I found the course to be very valuable and I would highly recommend it to anyone interested in learning about big data analysis. Thank you again for your excellent teaching. I hope this feedback is helpful. Please let me know if you have any other questions.

    LinkedIn Profile

    Reviewer Profile

    5.0

    “Engaging and Informative Learning Experience”
    I thoroughly enjoyed the depth of the curriculum and the well-structured quizzes and assignments. The instructor did an excellent job breaking down complex concepts, making them easy to follow. The course not only improved my skills but also provided practical tools that I can immediately apply in my work. Overall, a highly valuable experience.

    LinkedIn Profile

    Reviewer Profile

    5.0

    “The Online Big Data Course Enhanced My Skills in Hadoop, Spark, and Data Processing”
    The online Big Data course was a transformative journey that deepened my understanding of data processing and analytics. I learned essential tools like Hadoop and Spark, gaining hands-on experience through practical assignments and real-world projects. The interactive lectures facilitated engaging discussions, allowing me to collaborate with peers and gain diverse insights. I particularly appreciated the focus on scalability and performance optimization in big data systems.

    LinkedIn Profile

    Reviewer Profile

    5.0

    “A Bit Tough but the Instructor Taught So Well!”
    I really enjoyed the course. It was well-organized, starting from basics and moving to advanced topics. The instructors were knowledgeable. I highly recommend this course for anyone interested in big data!

    LinkedIn Profile

    Reviewer Profile

    4.0

    “A Very Good Experience: Easy to Learn and Great Content”
    My experience with the Big Data Analytics program on Great Learning was truly rewarding. The course is well-structured, offering a blend of theoretical knowledge and hands-on experience with real-world projects. It covers the essential tools and technologies used in the industry, such as Hadoop and Spark, which have significantly boosted my confidence in working with large datasets. The platform's mentorship and support system were also excellent. I appreciated the interactive sessions with industry experts and the timely assistance from program managers.

    LinkedIn Profile

    Reviewer Profile

    5.0

    “Insightful Learning Experience in Spark and Kafka”
    I particularly enjoyed the hands-on approach to learning, which allowed me to apply theoretical concepts directly to practical scenarios. The curriculum was well-structured, making it easy to follow along and build upon my existing knowledge. The instructor was knowledgeable and engaging, providing valuable insights and answering questions effectively. Overall, the experience enhanced my skills in Spark and Kafka significantly.

    LinkedIn Profile

    Reviewer Profile

    5.0

    “An In-Depth Course on Big Data Frameworks”
    This course provides an in-depth understanding of big data frameworks and tools like Hadoop and Spark. With well-structured modules, it covers data processing, analysis, and visualization techniques. The practical exercises and case studies help in mastering real-world applications. Overall, it's a valuable course for anyone looking to enhance their big data skills.

    LinkedIn Profile

    Reviewer Profile

    5.0

    “A Pleasant and Useful Course”
    The course is easy to follow, clear, and explains each concept with examples, making it easy to understand.

    LinkedIn Profile

    Reviewer Profile

    5.0

    “Learning About Big Data and Exploring Big Data”
    The online Big Data workshop was insightful! The hands-on approach with tools like Hadoop and Spark really enhanced my understanding. Highly recommend for anyone looking to boost their data skills!

    LinkedIn Profile

    Reviewer Profile

    5.0

    “Engagement and Interaction: Opportunities for Active Participation”
    Comprehensive Content: The course covered a wide range of topics, providing a thorough understanding of the subject matter. Engaging Teaching Style: The instructor's teaching methods were dynamic and engaging, making complex concepts easier to understand. Hands-On Experience: Practical exercises, labs, or projects allowed for hands-on learning, reinforcing theoretical knowledge. Real-World Applications: Case studies and examples from industry illustrated how the concepts apply in real-world situations. Collaborative Environment:

    LinkedIn Profile

    Empowering millions through professional learning

    Empowering millions through professional learning

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    Learn Big Data For Free & Get Completion Certificates

    Big Data refers to data sets that are too large or complex for traditional data-processing software to manage. While having more data points increases statistical power, it also introduces challenges such as higher false discovery rates. The main issues in big data analysis include data collection, storage, analysis, and privacy, among others. The concepts of volume, variety, velocity, and veracity are key to understanding big data. Without proper investment, the sheer volume and diversity of data can become costly and risky for companies.

     

    Key Highlights of Our Free Big Data Courses

    • Comprehensive Coverage: Learn data analysis techniques like A/B testing, machine learning, and natural language processing.
    • Technology Focus: Gain knowledge on big data technologies including databases, cloud computing, and business intelligence.
    • Data Visualization: Master the art of visualizing data using graphs, charts, and multidimensional data cubes.

     

    Skills Covered

    • Fundamentals of Big Data: Understand the basic principles and challenges of big data.
    • Advanced Analytics: Learn predictive analytics, user behavior analytics, and other advanced techniques.
    • Technological Proficiency: Get hands-on experience with databases, cloud computing, and high-performance computing (HPC).
    • Data Visualization: Develop skills in creating clear and insightful data visualizations.

     

    Who Should Take Our Free Big Data Courses

    • Aspiring Data Scientists: If you're aiming to become a data scientist, these courses will provide the foundational and advanced skills you need.
    • Big Data Engineers: Perfect for those looking to specialize in big data technologies and infrastructure.
    • Business Professionals: Enhance your ability to analyze and make data-driven decisions in your business.
    • Tech Enthusiasts: Anyone interested in the latest data technologies and their applications will benefit from these courses.

     

    What Will You Learn in Free Big Data Courses

    • Data Analysis Techniques: Explore methods like A/B testing and machine learning to derive insights from big data.
    • Technological Ecosystem: Learn about the tools and technologies used in big data, such as distributed databases and cloud computing.
    • Ethics and Privacy: Understand the ethical considerations and privacy issues related to big data.
    • Real-World Applications: Study how big data is applied in industries like healthcare, finance, and urban planning.
    • Career Pathways: Discover potential careers as a Data Scientist, Big Data Engineer, Machine Learning Engineer, and more.

     

    Career Scope

    Now that you have more than enough reasons to build your career by acquiring skills in Big Data and learning to work with various Big Data tools, you realize its scope in the industry. Relish the opportunity to build your career as:

    • Data Scientist
    • Big Data Engineer
    • Big Data Analyst
    • Data Visualization Developer
    • Machine Learning Engineer
    • Business Intelligence Engineer
    • Business Analytics Specialist
    • Machine Learning Scientist

     

    Enrol in Great Learning’s Data Science Certificate Courses and gain expertise badged by a PG certificate recognized by a world-class university.

    Frequently Asked Questions

    What are the prerequisites to learn these Big Data courses?

    These courses are designed to cater to those seeking to learn big data from the basics and understand advanced concepts as well. So, you don’t need a prior understanding before learning from these free Big Data courses. 
     

    How can I learn Big Data for free?

    Enroll in Great Learning Academy to learn Big Data for free online and earn free Big Data certificates. 
     

    Can I learn Big Data on my own?

    You can learn big data independently, but it is much more effortless with expert guidance. You can refer to the attached study materials in the courses to gain additional knowledge. 
     

    How long does it take to complete these Big Data courses?

    These free online Big Data courses contain video content from 1-19 hours. You can, however, learn them at your leisure since these courses are self-paced. 
     

    Will I get certificates after completing these free Big Data courses?

    Yes, you will earn free Big Data certificates for each course after qualifying in the quizzes. 
     

    What knowledge and skills will I gain upon completing these free Big Data courses?

    These free courses help you understand Big Data, Hadoop, and Big Data Analytics and also impart skills to work with Big Data tools like Apache Hive, Cassandra, Spark, and PySpark. You will learn to work with these technologies through demonstrations and sample code snippets. 

    Will I have lifetime access to these Big Data courses with certificates?

    You will have access to these free Big Data courses after successfully enrolling. You can also access these free Big Data certificates for each course after you have completed the course by qualifying in the quizzes. 
     

    How much do these Big Data courses cost?

    These are free online Big Data courses. You can learn these courses on the Great Learning Academy platform without paying. 
     

    Who are eligible to take these free Big Data courses?

    These courses cater to any learning enthusiast interested in developing big data and analytics skills. So enroll in these Big Data courses today and learn them for free online. 
     

    What are my next learning options after these Big Data courses?

    After thoroughly understanding Big Data through these free courses, you can extend your learning through Data Science and Business Analytics course and advance your career through various handsomely paying designations. 

    Is it worth learning Big Data?

    Yes, it is worth gaining skills in Big Data. Big Data is a technology in development. We can build better and more effective models the more data we have. These advancements have prompted significant expenditures in data science. This industry has a significant and growing need for workers, and in the modern mechanical world, there is a great need for Data Scientists and Analysts. This is the rationale behind the popularity of data science careers.
     

    Why is Big Data so popular?

    Organizations harness their data and use big data analytics to find new opportunities. This results in thoughtful company decisions, more effective operations, greater profitability, and happier clients. Businesses that inculcate big data and advanced analytics benefit in multiple ways, including cost reduction.
     

    What jobs demand you learn Big Data?

    Learning Big Data offers various job opportunities to both freshers, and those looking to position themselves in higher designations, like:

    • Data Scientist
    • Big Data Engineer
    • Big Data Analyst
    • Data Visualization Developer
    • Machine Learning Engineer
    • Business Intelligence Engineer
    • Business Analytics Specialist
    • Machine Learning Scientist
       

    Why take Big Data courses from Great Learning Academy?

    Great Learning, a popular ed-tech firm, believes in transforming lives. Worth the while, free online courses are offered by the Great Learning Academy initiative to help learners, trained by industry experts, excel in the fields they are interested in free of cost. More than 5 million students in 140 countries have benefited from Great Learning Academy's free online courses with certificates. Furthermore, it offers students a variety of assignments and projects to work on to brush up on and improve their skill set. These courses give you a solid foundation for learning big data basics and big data analytics and equip you with advanced skills in building big data models using various technologies. These online courses include demonstrations and techniques essential to create competing big data models by employing different tools like Hive, Cassandra, Spark, and PySpark for a better understanding. 
     

    What are the steps to enroll in these free Big Data courses?

    To learn Big Data concepts and knowledge to work on various platforms, you need to:

    1. Go to the course page
    2. Click on the “Enroll for Free” button
    3. Start learning Big Data courses for free online.