Big Data Courses and Certifications

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
• On-Demand
• 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
• On-Demand
• Paid Course

Pragmatic AI Labs

Generative AI and LLMs on Databricks

Master production GenAI systems on Databricks through prompt engineering, RAG pipelines, model governance, and code intelligence with hands-on projects and evaluation metrics.

• Coursera
• 4 hours 13 minutes
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Paid Course

Edureka

Lakehouse Architecture and Delta Lake with Databricks

Master production-ready Lakehouse architectures with Delta Lake and Databricks, building Medallion pipelines, managing ACID transactions, and optimizing performance for enterprise data platforms.

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

EDUCBA

Hadoop Projects: Apply MapReduce, Pig & Hive

Master Big Data analytics with hands-on YouTube dataset projects using MapReduce, Pig Latin scripts, and HiveQL queries to extract real-world insights and build portfolio-ready skills.

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

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
• On-Demand
• 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
• On-Demand
• Paid Course

Intro to Business Intelligence

Learn business intelligence fundamentals, from data collection and warehousing to mining, modeling, and analytics, for academic or professional growth in this comprehensive overview.

• Study.com
• 13 hours 44 minutes
• On-Demand
• Paid Course

EDUCBA

Apache Pig: Analyze, Transform & Optimize Data

Master Apache Pig fundamentals, operators, and advanced scripting to efficiently analyze, transform, and optimize big data workflows in the Hadoop ecosystem.

• Coursera
• 7 hours 22 minutes
• On-Demand
• Paid Course

Coursera

Fix Data Bottlenecks: Optimize Spark Performance

Unlock advanced Spark optimization techniques to eliminate data bottlenecks, analyze execution plans, and resolve shuffle inefficiencies for peak distributed system performance.

• Coursera
• 1 hour 55 minutes
• On-Demand
• 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
• On-Demand
• Paid Course