Big Data Courses and Certifications

Hadoop Starter Kit

16498 ratings at Udemy

Hadoop learning made easy and fun. Learn HDFS, MapReduce and introduction to Pig and Hive with FREE cluster access.

• Udemy
• 3 hours 20 minutes
• Self-Paced
• Free Online Course

Learn SQL for Data Analysis with Google Big Query

3721 ratings at Udemy

Learn SQL using Google's scalable analytics data warehouse. Super charge your data analysis skills with BigQuery

• Udemy
• 2 hours 1 minute
• Self-Paced
• Paid Course

Security and Privacy for Big Data - Part 2

263 ratings at Coursera

Learn privacy-preserving methods for Big Data environments: spot vulnerabilities in data projects, apply data protection regulations and concepts, and design systems that keep privacy manageable.

• Coursera
• 59 minutes
• Self-Paced
• Paid Course

Career Certificate

Introduction to PySpark

249 ratings at CodeSignal

Use PySpark to combine Python with Spark’s distributed computing for big-data processing and machine learning.

• CodeSignal
• 10 hours
• Self-Paced
• Free Certificate
• 4 courses

SQL For Data Science With Google Big Query

2446 ratings at Udemy

Learn SQL for Data Visualization, Data Analysis, and Data Science Using Google Cloud Platform

• Udemy
• 6 hours 46 minutes
• Self-Paced
• Paid Course

Databricks Certified Data Engineer Associate - Preparation

19108 ratings at Udemy

UPDATED: V4 May 2026 | Complete preparation for Databricks Data Engineer Associate certification + hands-on training

• Udemy
• 5 hours 7 minutes
• Self-Paced
• Paid Course

Apache Beam | A Hands-On course to build Big data Pipelines

2111 ratings at Udemy

Build Big data pipelines with Apache Beam in any language and run it via Spark, Flink, GCP (Google Cloud Dataflow).

• Udemy
• 5 hours 24 minutes
• Self-Paced
• Paid Course

PySpark - Apache Spark Programming for Beginners (2026)

17330 ratings at Udemy

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

• Udemy
• 1 day 4 hours 29 minutes
• Self-Paced
• Paid Course

Google BigQuery & PostgreSQL : Big Query for Data Analysis

1668 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
• Self-Paced
• Paid Course

NDC Conferences

Hyper Speed - When Big Data Blooms

How Bloom filters and related probabilistic structures help a security reporting service deduplicate and process telemetry at high speed.

• YouTube
• 1 hour
• Self-Paced
• Conference Talk

NDC Conferences

Hyper Speed - When Big Data Blooms

See how Bloom filters and related probabilistic structures help process massive telemetry streams quickly and with little memory.

• YouTube
• 1 hour
• Self-Paced
• Conference Talk

NDC Conferences

Tips and Tricks for Robust Big Data Applications

Practical safeguards for big data applications, from optimizing columnar storage and managing skew to testing data quality and tracking dataset lineage.

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

Lessons Learned from Big Data and AI/ML Collaboration for Giant Hogweed Eradication

A giant hogweed eradication project shows how to design scalable machine-learning workflows that bridge model development and operations.

• YouTube
• 44 minutes
• Self-Paced
• Free Video

Socializing the Elephant - Integrating Big Data Using Egeria Open Metadata

Explains how Egeria shares metadata across big data platforms and other enterprise information systems without centralizing it in one repository.

• YouTube
• 50 minutes
• Self-Paced
• Free Video

Inferencing Big Data with AI and Machine Learning in Metaverse

Explore how advanced visualization and statistical analysis can support real-time inference on big data in augmented and virtual reality environments.

• YouTube
• 34 minutes
• Self-Paced
• Free Video