Data Lakes Courses and Certifications

Data Council

Tackling I/O Challenges in Modern Data Lakes

Explore data lake evolution, cloud-native trends, and efficient data retrieval for big data analytics and AI workloads. Gain insights into I/O challenges and success stories in modern data platforms.

• YouTube
• 16 minutes
• On-Demand
• Free Video

Data Science Conference

Government Data Lakes and the Future of Digital Society

Explore how government data lakes drive digital transformation, enabling data-driven decisions and smarter societies through centralized data management and analysis.

• YouTube
• 32 minutes
• On-Demand
• Free Video

Spark and Data Lakes

In this course, you will learn about the big data ecosystem and how to use Spark to work with massive datasets. You’ll also learn about how to store big data in a data lake and query it with Spark.

• Udacity
• 10 hours
• On-Demand
• Paid Course

Data lakes and Lakehouses with Spark and Azure Databricks

3 ratings at Udacity

Learn about the big data ecosystem and how to use Spark to work with massive datasets. Learners will also store big data in a data lake and develop Lakehouse architecture on the Azure Databricks platform.

• Udacity
• 14 hours
• On-Demand
• Paid Course

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

582 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
• On-Demand
• 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
• On-Demand
• Paid Course

Data Lake Fundamentals: A Quick Intro Guide

374 ratings at Udemy

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

• Udemy
• 1 hour 48 minutes
• On-Demand
• Paid Course

Data Lake Fundamentals

294 ratings at Udemy

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

• Udemy
• 1 hour 54 minutes
• On-Demand
• Paid Course

Build Data Lakes and Data Warehouses on Google Cloud

2917 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
• On-Demand
• Paid Course

Data Lake: Design, Architecture, and Implementation

67 ratings at Udemy

Master the concepts of modern data architecture. Learn to design, evaluate, and choose the right patterns for any cloud

• Udemy
• 1 hour 16 minutes
• On-Demand
• Paid Course

Microcredential

Data Engineering with AWS

7 reviews

Learn to design data models, build warehouses and lakes, automate pipelines, and work with massive datasets using AWS. Gain practical skills in ETL, PostgreSQL, Cassandra, Spark, and Airflow.

• Udacity
• 39 hours
• On-Demand
• Paid Course

Building Data Lakes on AWS

308 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
• On-Demand
• 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
• On-Demand
• 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 a week
• On-Demand
• Free Online Course (Audit)

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 a week
• On-Demand
• Free Online Course (Audit)