Big Data Courses and Certifications

EDUCBA Microcredential

Spark and Python for Big Data with PySpark

71 ratings at Coursera

Master Apache Spark and PySpark for big data analytics, machine learning, ETL pipelines, and real-time processing to build scalable distributed applications.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 6 courses

Big Data, Hadoop, and Spark Basics

42 ratings at edX

This course provides foundational big data practitioner knowledge and analytical skills using popular big data tools, including Hadoop and Spark. Learn and practice your big data skills hands-on.

• edX
• 6 weeks, 2-3 hours a week
• On-Demand
• Free Online Course (Audit)

Coursera

Data Management with Databricks: Big Data with Delta Lakes

32 ratings at Coursera

Explore Delta Lakes in Databricks for efficient big data management. Learn to create, transform, and query Delta Tables, build dashboards, and leverage merge operations and version control.

• Coursera
• 1 hour 48 minutes
• On-Demand
• Paid Course

Complete AWS Big Data and Analytics Certification

27 ratings at Udemy

All you need to master this certification exam in 2023

• Udemy
• 4 hours 55 minutes
• On-Demand
• Paid Course

Big Data Capstone Project

Further develop your knowledge of big data by applying the skills you have learned to a real-world data science project.

• edX
• 6 weeks, 4-5 hours a week
• On-Demand
• Free Online Course (Audit)

Packt Microcredential

Big Data Foundations with Hadoop and Spark

15 ratings at Coursera

Master big data processing with Hadoop and Spark through hands-on projects covering HDFS, MapReduce, Spark Streaming, and Kafka integration for scalable data pipelines.

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

The University of Texas Medical Branch

Biostatistics for Big Data Applications

Learn data analysis basics for working with biomedical big data with practical hands-on examples using R.

• edX
• 8 weeks, 2-3 hours a week
• On-Demand
• Free Online Course (Audit)

Big Data Processing with Hadoop and Spark

Unlock the power of Hadoop and Spark to process massive datasets efficiently through hands-on exercises with HDFS, MapReduce, and real-time analytics frameworks.

• Coursera
• 8 hours 46 minutes
• On-Demand
• Paid Course

ELK Stack Training & Certification

Learn to expertly operate and manage search clusters using Elasticsearch, Logstash, and Kibana. Master data parsing, searching, aggregation, modeling, and visualization techniques.

• Edureka
• On-Demand
• Paid Course

Google Cloud Big Data and Machine Learning Fundamentals

Data Analysts, Data Engineers, Data Scientists, and ML Engineers who are getting started with Google Cloud.

• edX
• 1 week, 3-5 hours a week
• On-Demand
• Free Online Course (Audit)

Microcredential

Microsoft Big Data Management and Analytics

Master Microsoft's big data ecosystem through hands-on projects with Azure tools, from data lakes to machine learning, preparing for high-demand analytics roles.

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

Fundamentals of Big Data with Microsoft Azure

Discover big data fundamentals and Microsoft Azure technologies through hands-on experience with cloud computing, Databricks clusters, and cost optimization strategies.

• Coursera
• 23 hours 30 minutes
• On-Demand
• Paid Course

Packt

Apache Spark with Scala – Hands-On with Big Data!

Master Apache Spark and Scala for big data processing. Set up your environment, learn RDDs, SparkSQL, and advanced programming. Apply machine learning, streaming, and graph processing to real-world datasets.

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

Big Data Analysis to a Slide Presentation

This is a self-paced lab that takes place in the Google Cloud console. This lab leverages two Google developer platforms: G Suite and Google Cloud Platform (GCP). It uses GCP's BigQuery API, Sheets, and Slides to collect, analyze and present data.

• Coursera
• 1 hour
• On-Demand
• Paid Course

Packt

Streaming Big Data with Spark Streaming, Scala, and Spark 3!

Master real-time big data processing with Spark Streaming and Scala. Develop skills in RDDs, windowing, fault tolerance, and integration with external systems. Apply advanced techniques like stateful processing and machine learning.

• Coursera
• 8 hours 51 minutes
• On-Demand
• Paid Course