Big Data Courses and Certifications

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
• 1 day 4 hours 27 minutes
• On-Demand
• 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
• 10 hours 45 minutes
• On-Demand
• 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
• 4 hours 23 minutes
• On-Demand
• Paid Course

EDUCBA

Hadoop: Analyze, Configure & Manage Big Data

Master Big Data challenges through Hadoop architecture, HDFS configuration, MapReduce programming, and advanced cluster management with hands-on Java integration and enterprise operations.

• Coursera
• 16 hours 27 minutes
• On-Demand
• Paid Course

EDUCBA

Hadoop Projects: Analyze Big Data with Hive & Pig

Master real-world Big Data analysis through hands-on Hadoop projects using HDFS, Hive, Pig, and MapReduce to extract business insights from customer, health, traffic, and loan datasets.

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

EDUCBA Microcredential

Hadoop Big Data Analytics & Projects Mastery

Master Hadoop ecosystem through hands-on projects in social media, telecom, healthcare & e-commerce using Hive, Pig & MapReduce for scalable big data analytics solutions.

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

EDUCBA Microcredential

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 a week
• On-Demand
• Paid Course
• 5 courses

EDUCBA

Apache Hive: Design, Query & Optimize Big Data

Master Apache Hive fundamentals through advanced operations including partitioning, bucketing, joins, UDFs, and query optimization for efficient big data processing in Hadoop ecosystems.

• Coursera
• 14 hours 4 minutes
• On-Demand
• Paid Course

EDUCBA

Big Data with Hadoop: Apply MapReduce, Pig & Hive

Discover how to process large-scale sensor data using Hadoop MapReduce, Apache Pig, and Hive through hands-on projects analyzing demographics, income, and social indicators.

• Coursera
• 8 hours 7 minutes
• On-Demand
• Paid Course

EDUCBA

Hadoop Projects: Analyze & Optimize Big Data

Master Hadoop's distributed ecosystem through hands-on projects analyzing log data, sales analytics, tourism surveys, and e-commerce performance using MapReduce, Pig, and Hive.

• Coursera
• 9 hours 54 minutes
• On-Demand
• Paid Course

DataOps Methodology

Learn best practices for implementing DataOps, a collaborative data management approach that improves communication, integration, and automation of data flows to deliver high-quality, trusted data for AI and analytics.

• Cognitive Class
• On-Demand
• Free Online Course

Building Resilient Streaming Analytics Systems on Google Cloud

Learn to build resilient streaming data pipelines on Google Cloud using Pub/Sub, Dataflow, BigQuery, and Bigtable. Gain hands-on experience in real-time data processing and analytics for business insights.

• Google Skills
• 4 hours 15 minutes
• On-Demand
• Paid Course

Microcredential

Data Engineering, Big Data, and Machine Learning on GCP

Master data processing systems, pipelines, and ML on Google Cloud through hands-on labs covering structured, unstructured, and streaming data with BigQuery, Dataflow, and TensorFlow.

• Coursera
• On-Demand
• Paid Course
• 4 courses

EDUCBA

Analyze Big Data Using Apache Impala SQL

Master Apache Impala SQL for big data analysis with hands-on querying, complex joins, and analytical functions to make data-driven decisions in distributed environments.

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

EDUCBA

Analyze and Implement Apache HBase for Big Data Storage

Master Apache HBase architecture, data model, and operations for scalable big data storage within the Hadoop ecosystem through hands-on practice and real-world applications.

• Coursera
• 3 hours 54 minutes
• On-Demand
• Paid Course