Big Data Courses and Certifications

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

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

Packt Career Certificate

Big Data Foundations with Hadoop and Spark

16 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

Career Certificate

Microsoft Big Data Management and Analytics

6 ratings at Coursera

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

AWS Data Pipelines and Orchestration with Airflow

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
• 3 weeks, 3 hours a week
• Self-Paced
• Paid Course

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
• 5 weeks, 5 hours a week
• Self-Paced
• 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
• Self-Paced
• Paid Course

Data Analytics and Machine Learning for Big Data

Master machine learning and AI techniques for big data systems using PySpark ML, PyTorch, and Azure tools to build end-to-end ML pipelines and integrate Generative AI workflows.

• Coursera
• 5 weeks, 6 hours a week
• Self-Paced
• 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
• 10 weeks, 1 hour a week
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Paid Course

Packt

Advanced Machine Learning, Big Data, and Deep Learning

Master advanced ML techniques, big data processing with Apache Spark, and deep learning using TensorFlow/Keras for real-world AI applications and model deployment.

• Coursera
• 5 weeks, 2 hours a week
• Self-Paced
• Paid Course

EDUCBA

Apache Spark: Apply & Evaluate Big Data Workflows

Master Apache Spark's distributed data processing through RDD operations, persistence strategies, and file format handling for scalable big data workflows.

• Coursera
• 2 weeks, 2 hours a week
• Self-Paced
• Paid Course

EDUCBA Career Certificate

Hadoop & Big Data Foundations Mastery Course

Master Hadoop ecosystem with HDFS, MapReduce, Hive, Pig, and NoSQL databases through hands-on projects using Cloudera, Oozie, and Mahout for enterprise Big Data solutions.

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