Big Data Courses and Certifications

Hadoop Developer In Real World

3540 ratings at Udemy

Free Cluster Access * HDFS * MapReduce * YARN * Pig * Hive * Flume * Sqoop * AWS * EMR * Optimization * Troubleshooting

• Udemy
• 20 hours 6 minutes
• Self-Paced
• Paid Course

Coursera

Working with BigQuery

273 ratings at Coursera

Learn to efficiently query and visualize massive datasets using Google BigQuery, including running SQL queries, creating reports, and sharing insights with others.

• Coursera
• 1 hour 32 minutes
• Self-Paced
• Paid Course

Databricks Certified Data Engineer Associate - Ultimate Prep

3390 ratings at Udemy

UPDATED JULY 2025 Syllabus | Full Coverage of Databricks Certified Data Engineer Associate Exam | Full Practice Test

• Udemy
• 19 hours 52 minutes
• Self-Paced
• Paid Course

Data Processing with Logstash (and Filebeat)

3342 ratings at Udemy

Process data with Logstash, which is a key part of the ELK stack (Elasticsearch, Logstash, Kibana) and Elastic Stack.

• Udemy
• 5 hours 31 minutes
• Self-Paced
• Paid Course

Python For Beginners

3205 ratings at Udemy

This course specifically created for Data Science / AI / ML / DL. It covers BASICS PYTHON ONLY

• Udemy
• 3 hours 55 minutes
• Self-Paced
• Free Online Course

Career Certificate

Autonomous Vehicle Engineering

87 ratings at Coursera

Explore autonomous vehicle technologies in automotive and aerospace, covering big data, mechatronic systems modeling, and safe autonomous flight. Gain multidisciplinary skills for various industrial applications.

• Coursera
• 12 weeks, 2 hours/week
• Self-Paced
• Paid Course
• 3 courses

Apache Spark 3 - Spark Programming in Scala for Beginners

3206 ratings at Udemy

Learn Apache Spark 3 for data engineering using Scala. Covers architecture, data processing, sources/sinks, DataFrames, Spark SQL, development in IntelliJ, testing, and deployment. Suitable for beginners and professionals.

• Udemy
• 8 hours 8 minutes
• Self-Paced
• Paid Course

Analyzing and Modeling Complex and Big Data

Explore the challenges and opportunities of managing rapidly increasing information, with insights on analyzing and modeling complex big data from Professor Maria Fasli's expertise in intelligent agents and data mining.

• YouTube
• 20 minutes
• Self-Paced
• Conference Talk

Spark SQL and Spark 3 using Scala Hands-On with Labs

3118 ratings at Udemy

A comprehensive course on Spark SQL as well as Data Frame APIs using Scala with complementary lab access

• Udemy
• 1 day 12 minutes
• Self-Paced
• Paid Course

Databricks Fundamentals & Apache Spark Core

3056 ratings at Udemy

Learn how to process big-data using Databricks & Apache Spark 2.4 and 3.0.0 - DataFrame API and Spark SQL

• Udemy
• 12 hours 9 minutes
• Self-Paced
• Paid Course

Getting Started with Elasticsearch

2834 ratings at Udemy

Learn basics of Elasticsearch from scratch with this 101 course and become an Elasticsearch Padawan.

• Udemy
• 31 minutes
• Self-Paced
• Free Online Course

Digital Advertising and Marketing 201: Top Topics & Trends

2782 ratings at Udemy

Advanced Digital Marketing Course | Header Bidding, Fraud/Viewability, Big Data, Programmatic, Mobile Advertising & more

• Udemy
• 1 hour 47 minutes
• Self-Paced
• Paid Course

Apache Flink | A Real Time & Hands-On course on Flink

2761 ratings at Udemy

A Complete In-depth and Hands-On course on a technology better than Spark for Stream processing i.e. Apache Flink

• Udemy
• 5 hours 50 minutes
• Self-Paced
• Paid Course

Apache Spark 3 - Databricks Certified Associate Developer

2642 ratings at Udemy

Learn Apache Spark 3 With Scala & Earn the Databricks Associate Certification to prove your skills as data professional

• Udemy
• 4 hours 32 minutes
• Self-Paced
• Paid Course

Digital Marketing Analytics

10 ratings at Coursera

Master data-driven marketing decisions through analytics tools, A/B testing, and recommendation systems to optimize digital campaigns and leverage customer insights for actionable business strategies.

• Coursera
• 3 hours 51 minutes
• Self-Paced
• Paid Course