Big Data Courses and Certifications

Practical Machine Learning without Coding

Discover how to build, optimize, and deploy machine learning models using no-code platforms, from standard algorithms to advanced automation and real-world business integration.

• Coursera
• 3 hours 20 minutes
• Self-Paced
• Paid Course

Coursera

Process Real-Time Data with Spark Streams

Master real-time data processing with Apache Spark Structured Streaming and Kafka to build fault-tolerant pipelines for fraud detection, recommendations, and IoT analytics.

• Coursera
• 5 hours 34 minutes
• Self-Paced
• Paid Course

Coursera

Optimize Spark Performance & Throughput

Master Apache Spark optimization techniques to eliminate bottlenecks, reduce shuffle overhead, and boost performance in large-scale data pipelines through practical tuning strategies.

• Coursera
• 4 hours 11 minutes
• Self-Paced
• Paid Course

Packt

Data Engineering with Scala and Spark

Master building scalable data pipelines with Scala and Spark, covering streaming/batch processing, performance tuning, testing, CI/CD, and cloud deployment for data engineers.

• Coursera
• 17 hours 56 minutes
• Self-Paced
• Paid Course

Hadoop and Spark Fundamentals: Unit 3

Master essential Hadoop and Spark tools including HDFS data ingestion, Hive tables, Apache Flume streaming, Sqoop database connections, and cluster management with Ambari.

• Coursera
• 7 hours 30 minutes
• Self-Paced
• Paid Course

ISCEA

Supply Chain Technology Present and Future

Explore supply chain technology fundamentals, omni-channel commerce, big data, AI, cybersecurity, and emerging trends like blockchain and digital twins to future-proof your SCM knowledge.

• edX
• 20 hours
• Self-Paced
• Free Online Course (Audit)

Coursera

Optimize Spark Performance: Analyze & Accelerate

Unlock Apache Spark's performance potential through systematic analysis of partitioning and caching strategies to achieve 30%+ runtime improvements.

• Coursera
• 1 hour 22 minutes
• Self-Paced
• Paid Course

Coursera

Optimizing Spark and Cloud Data Storage for Analytics

Master advanced Spark performance optimization and cloud storage strategies, including Delta Lake, ACID transactions, partitioning, caching, and secure infrastructure design for petabyte-scale data pipelines.

• Coursera
• 10 hours 27 minutes
• Self-Paced
• Paid Course

EDUCBA

Mastering Apache Solr: Index, Search & Analyze Content

Master Apache Solr to index diverse content types, implement OCR processing, configure multilingual search, and build scalable search solutions with Java integration.

• Coursera
• 8 hours 23 minutes
• Self-Paced
• Paid Course

Packt

Kibana 8.x – A Quick Start Guide to Data Analysis

Master Kibana 8.x for data exploration, visualization, and dashboard creation with hands-on ML analytics, real-time updates, and advanced querying techniques.

• Coursera
• 12 hours 48 minutes
• Self-Paced
• Paid Course

EDUCBA

MapReduce with Hadoop: Analyze, Design & Deploy

Master Hadoop's MapReduce framework through hands-on projects including rating analysis, log processing, inverted indexing, and social graph computation with deployment on Cloudera.

• Coursera
• 13 hours 28 minutes
• Self-Paced
• Paid Course

Coursera

Process & Analyze Real-Time Data Fast

Master real-time data processing with Apache Spark to build high-speed pipelines, live dashboards, and fraud detection systems that transform streaming data into instant business insights.

• Coursera
• 4 hours 57 minutes
• Self-Paced
• Paid Course

EDUCBA

Visualize Supermarket Sales with Kibana

Master Kibana to transform supermarket sales data into interactive dashboards and actionable business insights through hands-on visualization techniques.

• Coursera
• 2 hours 30 minutes
• Self-Paced
• Paid Course

Coursera Career Certificate

Spark, Skew & Speed: Pipeline Performance Engineering

Master distributed pipeline engineering with Apache Spark—tackle data skew, shuffle inefficiencies, query bottlenecks, and anomalies to build fast, reliable enterprise-scale data systems.

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

Coursera

Apply Data Lake Transactions & Versioning

Master transactional data lake management with ACID guarantees, versioning, and schema evolution using open-source tools for reliable enterprise-grade data pipelines.

• Coursera
• 1 hour 42 minutes
• Self-Paced
• Paid Course