Big Data Courses and Certifications

EDUCBA

Apache Spark: Design & Execute ETL Pipelines Hands-On

23 ratings at Coursera

Master Apache Spark ETL pipeline design and execution with hands-on MySQL integration, incremental loading, and production-ready data engineering workflows.

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

Serverless Data Processing with Dataflow: Operations

22 ratings at Coursera

Learn to monitor, troubleshoot, optimize, test, and deploy Dataflow pipelines. Master operational tools and best practices for reliable serverless data processing on Google Cloud.

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

Data Engineering with Google Dataflow and Apache Beam on GCP

1085 ratings at Udemy

First steps to Extract, Transform and Load data using Apache Beam and Deploy Pipelines on Google Dataflow

• Udemy
• 2 hours 20 minutes
• Self-Paced
• Paid Course

Career Certificate

Technological advancement in Healthcare

18 ratings at Coursera

Explore how AI, Big Data, Robotics, and Blockchain are transforming healthcare through digital innovation, ethics, and WHO guidelines for equitable patient care systems.

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

EDUCBA Career Certificate

Elastic Stack Mastery with Elasticsearch & AWS

18 ratings at Coursera

Master Elasticsearch, Logstash, Kibana, and AWS deployment through hands-on projects. Build scalable data models, construct complex queries, and create real-time visualizations.

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

EDUCBA

Elasticsearch: Build, Query & Optimize with ELK

17 ratings at Coursera

Master Elasticsearch fundamentals through advanced APIs, building custom analyzers, optimizing queries, and managing distributed data with ELK Stack integration.

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

Packt Career Certificate

Elasticsearch 8 and the Elastic Stack: In-Depth and Hands-On

16 ratings at Coursera

Master Elasticsearch 8 and Elastic Stack: Manage, analyze, and visualize large datasets. Learn installation, core features, data handling, advanced search techniques, integration, and optimization for on-premise and cloud environments.

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

Preprocessing Unstructured Data for LLM Applications

15 ratings at Coursera

Learn techniques to process diverse unstructured data for LLM applications, including text extraction, document normalization, and image analysis, to enhance RAG systems with various file formats.

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

Apache Beam | Google Data Flow (Python) | Hands on course

1065 ratings at Udemy

Data Engineering with complete Hands on course for Apache Beam | Google Data Flow to build Big Data Pipelines

• Udemy
• 3 hours 13 minutes
• Self-Paced
• Paid Course

Board Infinity

Executing Full Text Queries with Elasticsearch

14 ratings at Coursera

Explore Elasticsearch's architecture, queries, and advanced techniques to master efficient search solutions and tackle complex data challenges.

• Coursera
• 12 hours 32 minutes
• Self-Paced
• Paid Course

EDUCBA

Project on Logstash - Large-Scale Logging Mechanism

14 ratings at Coursera

Master large-scale logging with ELK stack through hands-on projects. Build containerized data pipelines, configure Elasticsearch, and debug real-time logs using Kibana and Docker.

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

Python for Data Engineering Project

12 ratings at edX

Master essential data engineering skills in this module by collecting data using APIs and web scraping, extracting data from various file formats, and transforming it for analysis. Log data operations, share your Jupyter Notebook in Watson Studio, and en…

• edX
• 1 week, 4-5 hours/week
• Self-Paced
• Free Online Course (Audit)

EDUCBA Career Certificate

Kibana Projects: Data Analytics & Visualization

13 ratings at Coursera

Master Kibana and Elasticsearch through hands-on projects analyzing web logs, monitoring systems with Python, and visualizing sales data for business intelligence.

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

Coursera

Data Engineering: Pipelines, ETL, Hadoop

12 ratings at Coursera

Master data engineering: build robust pipelines, implement ETL processes, and handle large datasets with Hadoop. Gain expertise in extracting, transforming, and loading data for efficient processing and analysis.

• Coursera
• 3 hours 25 minutes
• Self-Paced
• Paid Course

Edureka

Business Intelligence with Databricks

12 ratings at Coursera

Learn to leverage Databricks for data-driven decision-making, covering BI concepts, data integration, visualization, and governance. Develop practical skills to extract valuable insights from your data.

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