Big Data Courses and Certifications

Digital humanities: humanities research in the digital age

6 ratings at OpenLearn

This free course will prepare you for the challenges of doing research in an increasingly digital world. It introduces the methods of digital humanities and explains how research methods in the ...

• OpenLearn
• 10 hours
• Self-Paced
• Free Certificate

Microsoft Azure Databricks for Data Engineering

420 ratings at Udemy

Azure Databricks platform to run large data engineering workloads in the cloud

• Udemy
• 1 hour 20 minutes
• Self-Paced
• Free Online Course

Learn By Example : Apache Flink

411 ratings at Udemy

Master Apache Flink through 30 hands-on examples covering stream processing, batch operations, window functions, ML algorithms, and graph processing. Build responsive real-time data applications.

• Udemy
• 2 hours 57 minutes
• Self-Paced
• Paid Course

Complete Databricks & PySpark Bootcamp: Zero to Hero

406 ratings at Udemy

Master Databricks and PySpark for Data Engineering, SQL, Delta Lake, and Real-World ETL Projects

• Udemy
• 16 hours 54 minutes
• Self-Paced
• Paid Course

Python Programming Tutorial: Learn Online | MongoDB | Django

400 ratings at Udemy

Python | Programming Language | MongoDB | Django | XML | SQLite | GUI | Tkinter

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

Big data and Language 1

5 ratings

Explore linguistic features through big data analysis, covering corpus studies, register analysis, and parts of speech in both written and spoken texts.

• Coursera
• 4 hours 29 minutes
• No Longer Offered
• Paid Course

Apache Spark Core and Structured Streaming 3.0 In-Depth

385 ratings at Udemy

In-Depth, Hands-On driven exposure to the features and concepts of Spark Core with tips on tuning its performance

• Udemy
• 13 hours 51 minutes
• Self-Paced
• Paid Course

Scala Programming Mini Boot camp For Beginner

377 ratings at Udemy

Learn Scala programming basics through hands-on practice. Covers installation, variables, functions, and lists. Ideal for beginners interested in Big Data and hybrid programming paradigms.

• Udemy
• 1 hour 3 minutes
• Self-Paced
• Free Online Course

Data Lake Fundamentals: A Quick Intro Guide

375 ratings at Udemy

Unlock Your Data Potential: Learn the Very Basics of Data Lakes.

• Udemy
• 1 hour 48 minutes
• Self-Paced
• Paid Course

Insights into Mathematics

Divisibility of Big Numbers - Data Structures in Mathematics Math Foundations

Explore divisibility of large numbers, modular arithmetic, and long division techniques. Learn key concepts and practical applications in number theory and mathematical foundations.

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

Insights into Mathematics

The Sporadic Nature of Big Numbers - Data Structures in Mathematics

Explores how arithmetic breaks down with large numbers, revealing most "numbers" are invisible to us. Challenges conventional number theory and questions the nature of natural numbers.

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

How Delta Lake with Azure Databricks Can Accelerate Your Big Data Workloads by 100x

Explore advanced Delta Lake features on Azure Databricks for reliable, scalable data lakes. Learn optimizations for analytics and ML workloads, including file compaction, Z-Order partitioning, and unified batch/streaming.

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

Alan Turing Institute

Big Data Is Low Rank - Madeleine Udell, Cornell University

Explore big data's low-rank structure, generalized low-rank models, and their applications in machine learning. Learn about dimensionality reduction, autoML, and latent variable models for efficient data analysis.

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

International Centre for Theoretical Sciences

Big Data Meets Big Brother by Reetika Khera

Explore the controversial Aadhaar system's impact on welfare, privacy, and democracy in India. Uncover potential risks of digital ID projects and their implications for surveillance and data mining.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Free Video

Devoxx

Fast Cars, Big Data - How Streaming Can Help Formula 1

Explore real-time data streaming and analysis in Formula 1 racing using Apache Kafka, Spark, and Drill. Learn how to capture, process, and visualize high-volume automotive data for performance insights.

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