Data Lakes Courses and Certifications

Build a Secure Data Lake in AWS using AWS Lake Formation

421 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 Comprehensive Data Lakes Guide

353 ratings at Udemy

Learn the Data Lake Essentials: Data Architecture, Benefits, Implementation, Tools, Best Practices of a modern Data Lake

• Udemy
• 1 hour 57 minutes
• On-Demand
• Paid Course

Data Lake Fundamentals: A Quick Intro Guide

332 ratings at Udemy

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

• Udemy
• 1 hour 10 minutes
• On-Demand
• Paid Course

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

310 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

Data Lake Fundamentals

154 ratings at Udemy

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

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

Databricks

Multi-Table Transactions with LakeFS and Delta Lake - Tech Talk

Explore multi-table transactions using LakeFS and Delta Lake for collaborative data lake management, enabling CI/CD deployment and simplified multi-table pipelines in cloud storage systems.

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

Databricks

Automated Metadata Management in Data Lakes - A CI/CD Driven Approach

Discover a CI/CD-driven approach to automated metadata management in data lakes, focusing on balancing development speed, governance, and schema evolution for rapidly growing organizations.

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

Databricks

Why Lakehouse Architecture Now - Exploring Enterprise Data Warehouse Failures and the Need for Lakehouse Paradigm

Explore the shift from enterprise data warehouses to lakehouse architecture, focusing on benefits, challenges, and Starburst's role in powering SQL-based analytics on Delta Lake.

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

Databricks

Designing and Implementing a Real-time Data Lake with Dynamically Changing Schema

Learn to build a robust streaming ETL pipeline that handles dynamically changing schemas and new event types without downtime, using Delta Lake and Databricks for real-time data lake implementation.

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

Databricks

Building a Cloud Data Lake with Databricks and AWS - Best Practices and Implementation

Explore building a cloud data lake using Databricks and AWS. Learn about data lake architecture, AWS services, Delta Lake for reliability and performance, and best practices for implementation.

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

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
• On-Demand
• Free Video

Databricks

Building a Data Platform for Mission-Critical Analytics on AWS with Databricks

Explore building enterprise data lakes on AWS with Databricks, complementing AWS strategy. Learn from HP's success in transforming business through unified data analytics and overcoming data lake challenges.

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

Open Data Science

Applying Engineering Best Practices in Data Lakes Architectures - Einat Orr

Explore engineering best practices for data lakes architectures, covering data infrastructure evolution, building blocks of data products, and practical tooling examples for effective data engineering.

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

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
• On-Demand
• Free Certificate

Open Data Science

From BI to AI - Lakehouse Is the Modern Data Architecture - Vini Jaiswal

Explore Lakehouse, a modern data architecture combining data warehouses and lakes. Learn its principles, architecture, and real-world applications for efficient data management and analysis.

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