Data Lakes Courses and Certifications

Tableau

Data Ecosystem

124 ratings at Coursera

Explore the data ecosystem, from basic spreadsheets to complex data warehouses and lakes. Learn data management practices, including quality control, governance, and architecture principles for effective business intelligence.

• Coursera
• 14 hours 52 minutes
• Self-Paced
• Paid Course

DeepLearning.AI;  Amazon Web Services

Data Storage and Queries

84 ratings at Coursera

Explore data storage systems, query techniques, and modern architectures. Practice with graph databases, vector search, and build data lakes and lakehouses using AWS services.

• Coursera
• 22 hours 24 minutes
• Self-Paced
• Paid Course

Credential

Enterprise Data Integration, Governance and Architecture

84 ratings at Coursera

Master data architecture and governance, learning integration technologies, privacy practices, and enterprise frameworks to lead data transformation initiatives and optimize business operations.

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

Data Architecture for Data Scientists

1387 ratings at Udemy

Datawarehouse, Data Lake, Data Lakehouse, Data Mesh, Kafka, Lambda & Kappa architecture, Feature Store, Vector DB & more

• Udemy
• 2 hours 16 minutes
• Self-Paced
• Paid Course

Fundamentals of Analytics on AWS

66 ratings at Coursera

Explore data-driven decision-making in media using AWS analytics services. Learn about big data concepts, machine learning, and modern data architecture for operational efficiency.

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

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

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

Credential

Microsoft Data Architecture for Modern Data Stacks

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

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

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

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

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

Coursera Credential

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

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