Big Data Courses and Certifications

Data Management, Databases, and Big Data

Learn how organizations govern and manage information: data governance frameworks, relational databases with ER modeling, normalization and joins, Big Data, data warehouses, and knowledge management.

• Coursera
• 3 weeks, 1 hour a week
• Self-Paced
• Paid Course

EDUCBA

Big Data with Hadoop: Apply MapReduce, Pig & Hive

Analyze sensor datasets with Hadoop: preprocess JSON files, run MapReduce jobs, build Apache Pig data flows, and query with Hive across demographic, income tax, and child labor cases.

• Coursera
• 3 weeks, 3 hours a week
• Self-Paced
• Paid Course

EDUCBA

Hadoop Projects: Analyze & Optimize Big Data

Analyze large-scale datasets with MapReduce, Pig, and Hive through projects on log processing, sales, tourism surveys, faculty records, e-commerce, and salary data in HDFS.

• Coursera
• 4 weeks, 3 hours a week
• Self-Paced
• Paid Course

EDUCBA

Analyze Big Data Using Apache Impala SQL

Query large-scale datasets with Apache Impala SQL: create databases, use aggregation and analytic functions, build inner, outer, semi, anti and cross joins, and design test cases.

• Coursera
• 3 weeks, 2 hours a week
• Self-Paced
• Paid Course

Packt

Advanced Patterns and Big Data with Java Concurrency

Connect advanced Java concurrency patterns with Hadoop, Spark, and machine-learning workflows, using thread pools, parallel streams, and Fork/Join for scalable, resilient processing.

• Coursera
• 3 weeks, 1 hour a week
• Self-Paced
• Paid Course

Big Data Demystified

Building Petabyte Scale Architecture with Big Data Technologies - Hebrew

איך מתכננים ארכיטקטורת נתונים בקנה מידה של פטה־בייט? השיעור משווה בין Redshift, Databricks, BigQuery ו-SQream.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

Visualizing Big Data with Trelliscope in R

48 ratings at DataCamp

Having honed your visualization skills by learning ggplot2, it's now time to tackle larger datasets.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Learn to process and analyze large datasets with PySpark using RDDs, PySpark SQL, and projects on Wikipedia clickstreams and Common Crawl data.

• Codecademy
• 4 hours
• Self-Paced
• Free Trial Available

The Importance of Listening

6 ratings

Extract insights from social big data using analytics tools such as Semantria, Radian6 and IBM Social Media Analytics to sharpen content strategy and spot crises early.

• Coursera
• 4 weeks, 2 hours a week
• Self-Paced
• Paid Course

Explore AI, machine learning, and deep learning fundamentals, compare TensorFlow, Keras, PyTorch, and Caffe, and see how IBM Spectrum Scale and Elastic Storage System support AI workloads.

• IBM Training
• 4 hours
• Self-Paced
• Free Online Course

Big Data Computing with Spark

10 ratings at edX

Learn the theory and gain hands-on experience of big data systems, using Spark as the exemplary platform.

• edX
• 8 weeks, 6-10 hours a week
• Self-Paced
• Free Online Course (Audit)

Knowledge Management and Big Data in Business

9 ratings at edX

Learn about the integrative power of knowledge management, Big Data and Cloud Computing, and how they impact the new business era.

• edX
• 8 weeks, 6-8 hours a week
• Self-Paced
• Free Certificate

Big Data for Understanding Urbanizing China | 大数据与城市规划

In the past few decades, China's cities have experienced a period of rapid development. Emerging big data and open data have provided new opportunities for urban studies and observers to better observ

• edX
• 15 weeks, 1-2 hours a week
• Self-Paced
• Free Certificate

Introduction to Databricks

3933 ratings at DataCamp

Welcome to Databricks In this course, you will be introduced to the Databricks Lakehouse Platform and be shown how it modernizes data architecture using the new Lakehouse paradigm.

• DataCamp
• 3 hours
• Self-Paced
• Free Trial Available

Introduction to PySpark

2974 ratings at DataCamp

This course is perfect for data engineers, data scientists, and machine learning practitioners looking to work with large datasets efficiently.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available