Big Data Courses and Certifications

ChariotSolutions

Choosing a System for Large-Scale Data Analysis - Hot vs Cold Approaches

Explore architectures of large-scale data analysis systems, their capabilities, and trade-offs. Learn to evaluate and choose the right system for your specific data analysis needs.

• YouTube
• 40 minutes
• On-Demand
• Free Video

Microcredential

Functional Programming in Scala

10656 ratings at Coursera

Explore functional programming in Scala, from basic concepts to advanced applications. Learn to write elegant code, analyze data sets, and leverage parallel and distributed programming using Apache Spark.

• Coursera
• 20 weeks, 10 hours a week
• On-Demand
• Paid Course
• 5 courses

Complete Guide to Elasticsearch

25132 ratings at Udemy

Learn Elasticsearch from scratch and begin learning the ELK stack (Elasticsearch, Logstash & Kibana) and Elastic Stack.

• Udemy
• 12 hours 57 minutes
• On-Demand
• Paid Course

Google BigQuery & PostgreSQL : Big Query for Data Analysis

1634 ratings at Udemy

Become BigQuery expert by mastering Google BigQuery for data analysis. Cover all SQL qureies in PostgeSQL & Big Query

• Udemy
• 11 hours 41 minutes
• On-Demand
• Paid Course

Azure Data Factory For Data Engineers - Project on Covid19

17446 ratings at Udemy

Real world project for Data Engineers using Azure Data Factory, SQL, Data Lake, Databricks, HDInsight, CI/CD [DP203]

• Udemy
• 12 hours 42 minutes
• On-Demand
• Paid Course

Cloudera

Foundations for Big Data Analysis with SQL

1095 ratings at Coursera

Comprehensive introduction to SQL for big data analysis, covering database systems, big data characteristics, and SQL tools. Includes hands-on practice with a virtual machine environment.

• Coursera
• 11 hours 55 minutes
• On-Demand
• Paid Course

Introduction to Machine Learning for Data Science

16329 ratings at Udemy

A primer on Machine Learning for Data Science. Revealed for everyday people, by the Backyard Data Scientist.

• Udemy
• 5 hours 33 minutes
• On-Demand
• Paid Course

From 0 to 1: Hive for Processing Big Data

1033 ratings at Udemy

End-to-End Hive : HQL, Partitioning, Bucketing, UDFs, Windowing, Optimization, Map Joins, Indexes

• Udemy
• 15 hours 15 minutes
• On-Demand
• Paid Course

PySpark - Apache Spark Programming for Beginners (2026)

15843 ratings at Udemy

Master Apache Spark Programming in Python (PySpark) Using Databricks Free Edition - Recreated for 2026

• Udemy
• 1 day 4 hours 29 minutes
• On-Demand
• Paid Course

Databricks Certified Data Engineer Associate - Preparation

15609 ratings at Udemy

UPDATED: V25 JULY 2025 | Complete preparation for Databricks Data Engineer Associate certification + hands-on training

• Udemy
• 5 hours 7 minutes
• On-Demand
• Paid Course

Apache Spark, Hadoop Project with Kafka and Python - End to End Development

Comprehensive big data project integrating Apache Spark, Hadoop, Kafka, and Python for end-to-end development, including streaming, REST API, and dashboard creation.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video

Mathematics of Big Data and Machine Learning, IAP 2020

Explore artificial intelligence and machine learning with a focus on data handling challenges, covering topics from associative arrays to bio sequence cross-correlation and Kronecker graphs.

• YouTube
• 14 hours
• On-Demand
• Free Video

Cloud Computing Fundamentals

14904 ratings at Udemy

A course describing the basics of cloud computing and most of the aspects related to this topic

• Udemy
• 2 hours 56 minutes
• On-Demand
• Paid Course

Mastering the System Design Interview

14340 ratings at Udemy

Insider tips for your system design interview from a former Amazon hiring manager – plus 6 mock interviews for practice!

• Udemy
• 5 hours 13 minutes
• On-Demand
• Paid Course

Want to be a Big Data Scientist?

973 ratings at Udemy

Should you pursue a career in Data Science? Data Science basics, process, team, roles, skills, transition, opportunities

• Udemy
• 1 hour 25 minutes
• On-Demand
• Paid Course