Data Lakes Courses and Certifications

Data Architecture for Data Engineers: Practical Approaches

1297 ratings at Udemy

Building Scalable, Efficient Data Solutions with Real-World Applications

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

Career Certificate

Microsoft Data Architecture for Modern Data Stacks

5 ratings at Coursera

Master Microsoft Fabric's unified platform to design, implement, and optimize modern data architectures with hands-on expertise in data lakes, warehouses, and analytics pipelines.

• Coursera
• 20 weeks, 6 hours/week
• Self-Paced
• Paid Course
• 5 courses

Cloud Computing Fundamentals

Master cloud computing fundamentals through hands-on experience with virtualization, service models, and database technologies including MySQL, MongoDB, and Neo4j.

• Coursera
• 15 hours 47 minutes
• Self-Paced
• Paid Course

Modern Data Architecture Fundamentals with Microsoft Fabric

Discover Microsoft Fabric's unified platform and design modern data architectures with OneLake, from traditional warehouses to cloud-native lakehouses.

• Coursera
• 1 day 3 hours 18 minutes
• Self-Paced
• Paid Course

Big Data Technologies

Dive into big data technologies, exploring Hadoop, Spark, NoSQL databases, and stream processing frameworks to effectively capture, store, and analyze massive datasets using modern cloud infrastructure.

• Coursera
• 4 days 1 hour 58 minutes
• Self-Paced
• Paid Course

LearnKartS

Data Engineering Foundations on AWS

Discover AWS data engineering fundamentals through hands-on experience with S3, EBS, EFS, ETL pipelines, SQL, and data modeling to build job-ready cloud skills for in-demand roles.

• Coursera
• 5 hours 21 minutes
• Self-Paced
• Paid Course

Snowflake

Apache Iceberg: From Zero to Production Data Lakehouse

Master Apache Iceberg from setup to production, covering lakehouse architecture, table optimization, data migration, schema evolution, and maintenance operations using Spark and Trino.

• Coursera
• 5 hours 45 minutes
• Self-Paced
• Paid Course

Hadoop and Spark Fundamentals: Unit 1

Discover Apache Hadoop ecosystem fundamentals, install HDP sandbox, master HDFS architecture, and explore Spark analytics for scalable big data processing and management.

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

Fabric Foundations

Explore Microsoft Fabric's unified data platform—navigate workspaces, build Lakehouses and Warehouses, orchestrate with Data Factory, virtualize data via OneLake shortcuts, and manage governed change analysis.

• Coursera
• 7 weeks, 1 hour a week
• Self-Paced
• Paid Course

Edureka

Power BI Connectivity, AI Integration & Reporting

Discover how to transform Power BI into an enterprise analytics engine using Python, AI integration, and Microsoft Fabric for scalable, intelligent reporting solutions.

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

Data Storage and Management for Big Data

Explore SQL vs NoSQL databases, data lakes, warehouses, and ETL/ELT pipelines while mastering structured and unstructured data formats for scalable big data solutions.

• Coursera
• 1 day 53 minutes
• Self-Paced
• Paid Course

Edureka

Microsoft Fabric Analytics Engineer: DP-600 Exam Prep

Master Microsoft Fabric's unified analytics ecosystem to design enterprise-scale solutions, implement data pipelines, and earn DP-600 certification through hands-on practice.

• Coursera
• 22 hours 49 minutes
• Self-Paced
• Paid Course

Coursera Career Certificate

Modern Data Architecture & Lakehouse Engineering

Discover how to architect production-ready lakehouse platforms combining data lakes and warehouses with hands-on training in Spark, dbt, Airflow, and cloud infrastructure optimization.

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

Edureka

Microsoft Fabric Data Engineer: DP-700 Exam Prep

Master Microsoft Fabric data engineering for DP-700 certification with hands-on lakehouse design, real-time analytics, security implementation, and comprehensive exam prep.

• Coursera
• 22 hours 39 minutes
• Self-Paced
• Paid Course

Packt

Advanced Data Processing and Analytics with AWS

Master AWS data processing with Kinesis, EMR, and Athena to build scalable data lakes, optimize big data workloads, and perform real-time analytics in cloud environments.

• Coursera
• 10 hours 15 minutes
• Self-Paced
• Paid Course