Big Data Courses and Certifications

Big Data for Understanding Urbanizing China | 大数据与城市规划

探索大数据在中国城市化进程中的应用,涵盖数据获取、分析、可视化及城市规划应用,介绍城市建模方法和典型模型,展望大数据在城市规划中的潜力。

• edX
• 15 weeks, 1-2 hours/week
• Self-Paced
• Free Certificate

Career Certificate

Data Analytics and Big Data

100 ratings at Coursera

Master relational databases, data preprocessing, and big data technologies to efficiently manage and analyze large datasets using industry-standard tools for data science applications.

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

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

EDUCBA Career Certificate

Spark and Python for Big Data with PySpark

92 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/week
• Self-Paced
• Paid Course
• 6 courses

Computational Thinking and Big Data

1 rating

Learn the core concepts of computational thinking and how to collect, clean and consolidate large-scale datasets.

• edX
• 10 weeks, 8-10 hours/week
• Self-Paced
• Free Online Course (Audit)

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/week
• Self-Paced
• Free Online Course (Audit)

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

Spark

33 ratings at Udacity

Master how to work with big data and build machine learning models at scale using Spark!

• Udacity
• 8 hours
• Self-Paced
• Free Online Course

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
• Self-Paced
• 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/week
• Self-Paced
• Free Online Course (Audit)

Packt Career Certificate

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/week
• Self-Paced
• Paid Course
• 4 courses

Big Data Hadoop and Spark with Scala

1037 ratings at Udemy

Complete course (No Prerequisites) - Big Data Hadoop with Spark and Eco system

• Udemy
• 1 day 20 hours 45 minutes
• Self-Paced
• Paid Course

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/week
• Self-Paced
• Free Certificate

Automate Data Pipelines

1 rating at Udacity

Schedule, monitor, and manage data workflows efficiently using tools like Apache Airflow. Build data pipelines by leveraging Airflow DAGs to organize tasks and utilize AWS resources such as S3 and Redshift to process and move data effectively between sys…

• Udacity
• 9 hours
• Self-Paced
• Paid Course

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
• Self-Paced
• Paid Course