Data Lakes Courses and Certifications

OSACon

Mobile Analytic Databases and Real-Time Data Lakes - From Warehouse to Food Truck Architecture

Explore how mobile analytic databases and real-time data lakes are revolutionizing data analytics through an innovative food truck vs restaurant metaphor.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

Altinity

Data Lakes and ClickHouse Integration - Understanding Open Table Formats and Real-time Analytics

Explore data lake integration with ClickHouse®, covering Parquet, Iceberg formats, and real-time analytics implementation using Apache Spark and Kafka for large-scale data processing.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Build Data Lakes and Data Warehouses on Google Cloud

2920 ratings at Coursera

Explore data lakes and warehouses on Google Cloud, focusing on Cloud Storage and BigQuery. Learn data engineering benefits, use-cases, and best practices for modern data pipelines.

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

Data Lake Mastery: The Key to Big Data & Data Engineering

596 ratings at Udemy

Data Lake Mastery using AWS: A Shortcut to Success in Big Data, Cloud Data Engineering and Data Architecture

• Udemy
• 10 hours 14 minutes
• Self-Paced
• Paid Course

Build a Secure Data Lake in AWS using AWS Lake Formation

426 ratings at Udemy

Step by step guide for setting up a data lake in AWS using Lake formation, Glue, DataBrew, Athena, Redshift, Macie etc.

• Udemy
• 3 hours 18 minutes
• Self-Paced
• Paid Course

Data Lake Fundamentals: A Quick Intro Guide

375 ratings at Udemy

Unlock Your Data Potential: Learn the Very Basics of Data Lakes.

• Udemy
• 1 hour 48 minutes
• Self-Paced
• Paid Course

Building Data Lakes on AWS

310 ratings at Coursera

Learn to design and operate secure, scalable data lakes on AWS. Explore ingestion, organization, processing, and optimization techniques for efficient data management and analysis at scale.

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

Data Lake Fundamentals

301 ratings at Udemy

Harness the power of advanced data analytics, AI, and machine learning

• Udemy
• 1 hour 54 minutes
• Self-Paced
• Paid Course

Coursera

Data Management with Databricks: Big Data with Delta Lakes

32 ratings at Coursera

Explore Delta Lakes in Databricks for efficient big data management. Learn to create, transform, and query Delta Tables, build dashboards, and leverage merge operations and version control.

• Coursera
• 1 hour 48 minutes
• Self-Paced
• Paid Course

Introduction to Designing Data Lakes on AWS

10 ratings at edX

In this class, we will help you understand how to create and operate a data lake in a secure and scalable way, without previous knowledge of data science!

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

Building Data Lakes and Lakehouses with Microsoft Fabric

Discover how to build enterprise-grade data lakes and lakehouses using Microsoft Fabric, implementing medallion architecture, Delta tables, and comprehensive security controls.

• Coursera
• 23 hours 44 minutes
• Self-Paced
• Paid Course

Modernizing Data Lakes and Data Warehouses with Google Cloud

This course is intended for developers who are responsible for: Querying datasets, visualizing query results, and creating reports. Specific job roles include: Data Engineer, Data Analyst, Database Administrators, Big Data Architects.

• edX
• 1 week, 4-6 hours/week
• Self-Paced
• Free Online Course (Audit)

Amazon Web Services;  Amazon

Data Engineering on AWS - A Data Lake Solution (Includes Labs)

Learn to build, optimize, and secure scalable data lake solutions on AWS using best practices and hands-on labs. Explore key components, ingestion, processing, and consumption layers for effective data management and analysis.

• AWS Skill Builder
• 4 hours 10 minutes
• Self-Paced
• Paid Course

Amazon Web Services;  Amazon

Fundamentals of Analytics on AWS – Part 2

Explore data lakes, warehouses, and modern architectures on AWS. Learn about AWS services, use cases, and reference architectures for building advanced analytics solutions.

• AWS Skill Builder
• 1 hour 30 minutes
• Self-Paced
• Free Certificate

Databricks

SQL Analytics and the Lakehouse Architecture - Data + AI Summit EU 2020 Keynote

Explore lakehouse architecture, Delta Lake, and SQL Analytics for unified data management. Learn how this approach combines data warehouse capabilities with data lake flexibility, enabling faster analytics and decision-making.

• YouTube
• 54 minutes
• Self-Paced
• Free Video