How do I choose the right Big Data Courses for Beginners?

Each course featured comes with a detailed description that outlines the skills and topics covered. Choose for a beginner's Big Data course that matches your learning goals to maximize the benefits of your educational journey.

Are all beginners courses listed suitable for someone with absolutely no experience in Big Data?

Most of these courses are designed with Big Data beginners in mind. If you have some experience, some courses delve into more advanced topics. Be sure to read through the course descriptions to ensure they align with your current skill level. Choose the beginner's course that suits you and start your journey toward mastering the basics of Big Data!

Will beginners receive a certificate after successfully completing any of the beginner Big Data courses listed?

Most of our beginner's Big Data courses offer a certificate upon successful completion, enhancing your resume and LinkedIn profile. For confirmation, review the specific details of each course.

How will a beginners course in Big Data help me in my career?

Employers increasingly value continuous learning and skill enhancement. Completing a beginner's Big Data course could enhance job applications or may open other career opportunities. Enrolling in a beginner's Big Data course is a step forward in your professional journey!

Best Beginner Big Data Courses & Certificates [2026]

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Big Data

Learn Basic Big Data Skills

Get introduced to big data concepts, processing techniques, and tools.

Explore Big Data Courses for Beginners

Status: Free Trial
University of California San Diego
Big Data
Skills you'll gain: Apache Spark, Apache Hadoop, Data Integration, Exploratory Data Analysis, Big Data, Graph Theory, Data Pipelines, Data Processing, Database Design, Data Modeling, Regression Analysis, Data Management, Applied Machine Learning, Data Presentation, Scalability, Data Mining, Statistical Analysis, NoSQL, Database Management Systems, MongoDB
4.5
Rating, 4.5 out of 5 stars
14K reviews
Beginner · Specialization · 3 - 6 Months
Status: Free Trial
IBM
Introduction to Data Analytics
Skills you'll gain: Big Data, Data Analysis, Statistical Analysis, Apache Hadoop, Apache Hive, Data Collection, Data Science, Data Warehousing, Data Visualization, Data Cleansing, Apache Spark, Data Lakes, Data Visualization Software, Relational Databases, Microsoft Excel
4.8
Rating, 4.8 out of 5 stars
20K reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
IBM
NoSQL, Big Data, and Spark Foundations
Skills you'll gain: NoSQL, Apache Spark, Apache Hadoop, MongoDB, PySpark, Extract, Transform, Load, Apache Hive, Databases, Apache Cassandra, Big Data, Machine Learning, Applied Machine Learning, Generative AI, Machine Learning Algorithms, IBM Cloud, Kubernetes, Supervised Learning, Distributed Computing, Docker (Software), Database Management
4.5
Rating, 4.5 out of 5 stars
811 reviews
Beginner · Specialization · 3 - 6 Months
Status: New
Status: Free Trial
EDUCBA
Hadoop & Big Data Foundations Mastery Course
Skills you'll gain: Apache Hive, NoSQL, Apache Hadoop, Extract, Transform, Load, Big Data, Data Warehousing, Data Pipelines, Data Infrastructure, Cloud Management, Databases, SQL, Performance Tuning, Data Processing, Real Time Data, Query Languages, Database Management, Data Transformation, Data Analysis Expressions (DAX), Scalability, Distributed Computing
Beginner · Specialization · 3 - 6 Months
Status: Free Trial
Status: AI skills
IBM
IBM Data Engineering
Skills you'll gain: NoSQL, Apache Spark, Data Warehousing, Apache Hadoop, Extract, Transform, Load, Apache Airflow, Web Scraping, Linux Commands, Database Design, SQL, IBM Cognos Analytics, MySQL, Database Administration, Data Store, Generative AI, Professional Networking, Data Import/Export, Python Programming, Data Analysis, Data Science
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
61K reviews
Beginner · Professional Certificate · 3 - 6 Months
Status: Preview
Coursera
Big Data Technologies and Applications
Skills you'll gain: Big Data, Data Processing, Data Analysis, Analytics, Data Lakes, Data Warehousing, Apache Spark, Data Storage Technologies, Apache Hadoop, Real Time Data, Distributed Computing
4.6
Rating, 4.6 out of 5 stars
10 reviews
Beginner · Course · 1 - 4 Weeks

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Change my career

Grow in my current role

Explore topics outside of work

Status: Free Trial
University of California, Davis
Big Data, Artificial Intelligence, and Ethics
Skills you'll gain: Data Ethics, Artificial Intelligence, Research, Natural Language Processing, Big Data, Artificial Intelligence and Machine Learning (AI/ML), Research Methodologies, Social Sciences, Responsible AI, Analytics, Machine Learning, Data Mining, Case Studies, Algorithms
4.6
Rating, 4.6 out of 5 stars
683 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Cloudera
Modern Big Data Analysis with SQL
Skills you'll gain: Database Design, SQL, Apache Hive, Relational Databases, Databases, Database Management, Big Data, Database Systems, MySQL, Data Management, Amazon S3, Apache Hadoop, Data Storage, Operational Databases, Data Warehousing, Cloud Storage, Performance Tuning, File Systems, PostgreSQL, Data Analysis
4.7
Rating, 4.7 out of 5 stars
1.4K reviews
Beginner · Specialization · 3 - 6 Months
Status: New
Status: Preview
O.P. Jindal Global University
Big Data Analytics
Skills you'll gain: Big Data, Apache Spark, Apache Hadoop, Apache Hive, Databases, Analytics, Data Storage Technologies, Data Mining, NoSQL, Applied Machine Learning, Real Time Data, Distributed Computing, SQL, Data Processing, Query Languages, Scripting Languages
Build toward a degree
Beginner · Course · 1 - 3 Months
Universitat Autònoma de Barcelona
Big Data: el impacto de los datos masivos en la sociedad actual
Skills you'll gain: Data Processing, Big Data, Data Infrastructure, Data Storage Technologies, Apache Hadoop, Data Management, Data Analysis, Economics, Policy, and Social Studies, Social Sciences
4.7
Rating, 4.7 out of 5 stars
2.2K reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
Yonsei University
Big Data Emerging Technologies
Skills you'll gain: Apache Spark, Big Data, SPSS (Software), SPSS, Analytics, Real Time Data, Apache Hadoop, Data Processing, Business Analytics, Statistical Analysis, Data Analysis Software, Business Strategy, Market Share, Scalability, Machine Learning Algorithms
4.7
Rating, 4.7 out of 5 stars
312 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
Duke University
Python, Bash and SQL Essentials for Data Engineering
Skills you'll gain: Pandas (Python Package), Bash (Scripting Language), Version Control, Jupyter, Linux Commands, Git (Version Control System), Shell Script, Linux, Web Scraping, Linux Administration, Data Manipulation, MySQL, Microservices, AWS SageMaker, SQL, JSON, Cloud Engineering, Python Programming, Big Data, Data Science
4.5
Rating, 4.5 out of 5 stars
457 reviews
Beginner · Specialization · 3 - 6 Months

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In summary, here are 10 of our most popular big data courses

Big Data: University of California San Diego
Introduction to Data Analytics: IBM
NoSQL, Big Data, and Spark Foundations: IBM
Hadoop & Big Data Foundations Mastery Course: EDUCBA
IBM Data Engineering: IBM
Big Data Technologies and Applications: Coursera
Big Data, Artificial Intelligence, and Ethics: University of California, Davis
Modern Big Data Analysis with SQL: Cloudera
Big Data Analytics: O.P. Jindal Global University
Big Data: el impacto de los datos masivos en la sociedad actual: Universitat Autònoma de Barcelona

Skills you can learn in Machine Learning

Python Programming (33)

Tensorflow (32)

Deep Learning (30)

Artificial Neural Network (24)

Big Data (18)

Statistical Classification (17)

Reinforcement Learning (13)

Algebra (10)

Bayesian (10)

Linear Algebra (10)

Linear Regression (9)

Numpy (9)

Frequently Asked Questions about Big Data For Beginners

This FAQ content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.