Big Data Courses and Certifications

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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Paid Course

Coursera

Databricks Machine Learning Quickstart

Master rapid ML deployment on Databricks by tracking experiments with MLflow, leveraging AutoML for model selection, and deploying production-grade serving endpoints with performance monitoring.

• Coursera
• 2 hours 59 minutes
• Self-Paced
• Paid Course

EDUCBA

Elasticsearch Joins & Parent-Child Queries

Master advanced Elasticsearch relationships through nested queries, parent-child mappings, and relational-style joins for complex data modeling and optimized performance.

• Coursera
• 6 hours 29 minutes
• Self-Paced
• 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
• Self-Paced
• Paid Course

Packt

Time Series Analysis with Spark

Master scalable time series forecasting with Apache Spark, from data preparation to production deployment, using SARIMA, LightGBM, and NeuralProphet models for enterprise analytics.

• Coursera
• 11 hours 19 minutes
• Self-Paced
• Paid Course

EDUCBA Career Certificate

Apply and Analyze Sqoop for Hadoop ETL

Master Apache Sqoop for efficient Hadoop ETL pipelines, from basic commands to advanced performance tuning and enterprise data integration workflows.

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

Business Intelligence & Data Mining

Learn essential concepts and techniques in data analysis, mining, warehousing, and visualization to drive business insights and decision-making in this comprehensive, mobile-friendly program.

• Study.com
• 13 hours 36 minutes
• Self-Paced
• Paid Course

Edureka

Columnar Storage and Query Optimization

Explore columnar storage, Parquet, ORC, and DuckDB to optimize SQL query performance using execution plans, partitioning, and filter pushdown techniques.

• Coursera
• 10 hours 38 minutes
• Self-Paced
• Paid Course

EDUCBA

Apply Sqoop for Efficient Hadoop Data Integration

Master Apache Sqoop for seamless data transfer between relational databases and Hadoop with hands-on commands, performance optimization, and real-world ETL workflow applications.

• Coursera
• 4 hours 38 minutes
• Self-Paced
• Paid Course

EDUCBA

Apply Sqoop for HR Data Analytics Projects

Master Apache Sqoop for HR data analytics by importing, filtering, and optimizing structured data from databases into Hadoop for salary and attrition analysis projects.

• Coursera
• 5 hours 14 minutes
• Self-Paced
• Paid Course

EDUCBA

Master Sqoop for Data Transfer in Hadoop Ecosystems

Discover Apache Sqoop for seamless MySQL-HDFS data transfers, incremental loading, Hive integration, and production-ready data pipeline workflows in Hadoop ecosystems.

• Coursera
• 5 hours 16 minutes
• Self-Paced
• Paid Course

Amazon Web Services;  Amazon

Analyze Big Data with Hadoop (简体中文)

Dive into big data analysis using Hadoop, deploying clusters with Amazon EMR and processing log data through HiveQL scripts for efficient data warehousing and analytics.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Paid Course

Amazon Web Services;  Amazon

Analyze Big Data with Hadoop (한국어)

Dive into Hadoop 클러스터 배포와 HiveQL을 활용한 로그 데이터 분석 방법을 배우고, Amazon EMR과 S3를 통해 빅데이터 처리 기술을 실습으로 익힙니다.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Paid Course