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Big Data courses

Learn Big Data online: university courses, full YouTube courses, and courses with free certificates, from the IITs, MIT, Harvard, Google, Microsoft and more.

706 courses

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IBM

Big Data 101

Covers Big Data.

  • Cognitive Class
  • 3 hours
  • Self-paced
  • Free course
  • Free badge
  • Beginner

Great Learning

Big Data Analytics Course

4.52,337 ratings

The Big Data course will introduce you to prominent big data tools, with a few demonstrations and case studies for each of these tools. The course shall focus on working with each of these tools for analytics purposes. It shall begin with a briefing on Hadoop, discussing the framework and its diffe…

  • Great Learning Academy
  • 17 hours
  • Self-paced
  • Free course
  • Free certificate
  • Intermediate

IBM

Hadoop 101

Covers Apache Spark, Big Data.

  • Cognitive Class
  • 20 hours
  • Self-paced
  • Free course
  • Free badge
  • Beginner

IBM

Spark Fundamentals I

Covers Apache Spark, Big Data.

  • Cognitive Class
  • 4 hours
  • Self-paced
  • Free course
  • Free badge
  • Intermediate

Microsoft

Implement development lifecycle processes in Azure Databricks

Learn how to implement development lifecycle processes in Azure Databricks, including Git version control, branching strategies, testing approaches, and Declarative Automation Bundle deployment using the CLI.

  • Microsoft Learn
  • 1.5 hours
  • Self-paced
  • Free course
  • Free badge
  • Intermediate

Kaggle

Intro to SQL

SQL queries on BigQuery datasets.

  • Kaggle
  • Self-paced
  • Free course
  • Free certificate
  • Beginner

Microsoft

Ingest data into Unity Catalog

Learn how to ingest data from diverse sources into Unity Catalog tables in Azure Databricks using managed connectors, notebooks, SQL commands, streaming, and declarative pipelines.

  • Microsoft Learn
  • 1.5 hours
  • Self-paced
  • Free course
  • Free badge
  • Intermediate

Microsoft

Understand Azure Databricks architecture

Learn about Azure Databricks architecture, including the account hierarchy, control and compute planes, and different storage options for managing data with Unity Catalog.

  • Microsoft Learn
  • 40 minutes
  • Self-paced
  • Free course
  • Free badge
  • Intermediate

Columbia University

Analytics in Python

Learn the fundamental of programming in Python and develop the ability to analyze data and make data-driven decisions.

  • edX
  • Fixed dates
  • Free to audit
  • Paid certificate
  • Intermediate

IBM

Data Science with Scala

Covers Apache Spark, Data Science, Machine Learning.

  • Cognitive Class
  • 6 hours
  • Self-paced
  • Free course
  • Free badge
  • Beginner

IBM

Scala 101

Covers Big Data, Data Science, Scala.

  • Cognitive Class
  • 6 hours
  • Self-paced
  • Free course
  • Free badge
  • Beginner

Microsoft

Explore core data concepts

This content is a part of Explore core data concepts.

  • Microsoft Learn
  • 35 minutes
  • Self-paced
  • Free course
  • Free badge
  • Beginner

IBM

Spark Fundamentals II

Covers Spark.

  • Cognitive Class
  • 5 hours
  • Self-paced
  • Free course
  • Free badge
  • Intermediate

IBM

MapReduce and YARN

Covers Big Data, Hadoop.

  • Cognitive Class
  • 4 hours
  • Self-paced
  • Free course
  • Free badge
  • Beginner

Great Learning

Introduction to Hadoop

4.6545 ratings

Data is everywhere. People upload videos, take pictures, use several apps on their phones, search the web, and more. Machines, too, are generating and keeping more and more data. Existing tools are incapable of processing such large data sets. In general, Hadoop and large-scale distributed data pro…

  • Great Learning Academy
  • 4.5 hours
  • Self-paced
  • Free course
  • Free certificate
  • Beginner