Big Data Courses and Certifications

PySpark & AWS: Master Big Data With PySpark and AWS

3309 ratings at Udemy

Mastering AWS & PySpark: Spark, PySpark, AWS, Spark Ecosystem, Hadoop, and Spark Applications [AWS, Hadoop, Pyspark]

• Udemy
• 18 hours 40 minutes
• Self-Paced
• Paid Course

Taming Big Data with MapReduce and Hadoop - Hands On!

2994 ratings at Udemy

Learn MapReduce fast by building over 10 real examples, using Python, MRJob, and Amazon's Elastic MapReduce Service.

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

Software Architecture Patterns for Big Data

31 ratings at Coursera

Turn big data prototypes into production software: write tests for predictive models, performance-test distributed systems, distribute workloads with queues, and weigh high availability trade-offs.

• Coursera
• 4 weeks, 6 hours a week
• Self-Paced
• Paid Course

Applications of Software Architecture for Big Data

20 ratings at Coursera

Build a production-ready distributed big data system: define an MVP, set up a dev environment and tests, add a database, collaborative messaging, and a health check.

• Coursera
• 4 weeks, 4 hours a week
• Self-Paced
• Paid Course

Big Data Analysis with Scala and Spark (Scala 2 version)

Manipulate distributed data with Spark and Scala: load data into RDDs, use pair RDDs for reductions and joins, tune partitioning, and query with Spark SQL DataFrames.

• Coursera
• 4 weeks, 7 hours a week
• Self-Paced
• Paid Course

Apache Spark 3 & Big Data Essentials in Scala

2296 ratings at Udemy

Learn practical Big Data with Apache Spark DataFrames, Datasets, RDDs and Spark SQL, hands-on, in Scala

• Udemy
• 7 hours 18 minutes
• Self-Paced
• Paid Course

Big Data and Hadoop for Beginners - with Hands-on!

2072 ratings at Udemy

Everything you need to know about Big Data, and Learn Hadoop, HDFS, MapReduce, Hive & Pig by designing Data Pipeline.

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

Career Certificate

Data Analytics and Big Data

124 ratings at Coursera

Design, implement, and query relational databases, then prepare, clean, and analyze large datasets using big data technologies.

• Coursera
• 24 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 5 courses

EDUCBA Career Certificate

Spark and Python for Big Data with PySpark

111 ratings at Coursera

Build scalable distributed applications with PySpark: predictive modeling and clustering, ETL pipelines, streaming and real-time processing, plus Apache Spark with Scala.

• Coursera
• 4 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 6 courses

Stanford Seminar - New Platforms for Development Solutions

3 ratings

A seminar on cloud analytics platforms, their business and climate applications, and the challenges of scaling adoption across India and Asia.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video

Big data Internship Program - Foundation

1557 ratings at Udemy

A Complete Guide to Learn Big data and Hadoop from Scratch.

• Udemy
• 4 hours 38 minutes
• Self-Paced
• Free Online Course

Best Hands-on Big Data Practices with PySpark & Spark Tuning

1542 ratings at Udemy

Semi-Structured (JSON), Structured and Unstructured Data Analysis with Spark and Python & Spark Performance Tuning

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

Learn By Example: Hadoop, MapReduce for Big Data problems

1190 ratings at Udemy

A hands-on workout in Hadoop, MapReduce and the art of thinking "parallel"

• Udemy
• 13 hours 44 minutes
• Self-Paced
• Paid Course

微软亚洲研究院大数据系列讲座

以互联网搜索、社会计算和城市计算等场景，介绍大数据研究的基础、应用与可视化方法。

• XuetangX
• Self-Paced
• Free Online Course

EDUCBA Career Certificate

Hadoop Big Data Analytics & Projects Mastery

5 ratings at Coursera

Build Hadoop workflows with Hive, Pig, and MapReduce: ingest, transform, and optimize massive datasets through projects spanning social media, telecom, healthcare, and e-commerce.

• Coursera
• 4 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 5 courses