Data Lakehouse Courses and Certifications

CodeWithYu

Building Data Lakehouse from Scratch - End-to-End Data Engineering Project

Design, implement, and maintain scalable lakehouse architectures using Apache Spark, Kafka, Flink, Delta Lake, AWS, and open-source tools. Enhance data potential through advanced analytics and machine learning.

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

SQLBits

Building an Open Data Lakehouse Using Apache Spark, Apache Iceberg and Dremio

Explore the evolution of big data to data lakehouses, focusing on open architecture development, security, governance, and augmentation using Dremio, Apache Spark, and Apache Iceberg.

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

Devoxx

The Data Lakehouse for Streaming Data - A Talk for Everyone Who Loves Data

Explore data lakehouses: combining data lakes and warehouses for reliable, flexible data management. Learn about open-source projects, streaming data support, and see a live Twitter sentiment analysis demo.

• YouTube
• 44 minutes
• On-Demand
• Conference Talk

Conf42

Build Open Format Data Lakehouse

Explore open format data lakehouse architecture, benefits, and implementation strategies for efficient cloud-native data management and analytics.

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

NashKnolX

Introduction to Databricks and Data Lakehouse Architecture

Explore Data Lakehouse, Databricks platform, Spark architecture, and SQL. Learn advantages and common use cases of Databricks for data processing.

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

Databricks

CDEROne Data Lakehouse for Efficient AI and Data Governance

Plataforma unificada de datos que optimiza procesos de la FDA, integra IA/ML, y mejora la gestión y gobernanza de datos para agilizar la revisión y aprobación de medicamentos.

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

Databricks

Fast Copy-On-Write in Apache Parquet for Data Lakehouse Upserts

Efficient partial copy-on-write technique for Apache Parquet, enabling faster ACID upserts in data lakehouses. Speeds up compliance and change data capture processes by up to 20x compared to existing methods.

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

Databricks

Data Lakehouse Architecture for IRC - Transforming Humanitarian Efforts

Explore IRC's adoption of data lakehouse architecture using Azure Databricks, enhancing humanitarian efforts through streamlined data processes and improved operational efficiencies.

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

Databricks

Unlock Data and AI Potential with a Fully Orchestrated Health Lakehouse

Explore how a modern healthcare data lakehouse integrates diverse data sources, leveraging AI and orchestration for improved patient care, risk management, and clinical decision support.

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

Databricks

Architectural Overview of Atlassian's Next-Generation Data Lakehouse

Discover Atlassian's innovative data lakehouse redesign, exploring account structures, workbench environments, Unity Catalog integration, and declarative approaches for enhanced data management and ML governance.

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

Databricks

Unlocking the Lakehouse with Efficient Data Pipelines - Capital One's Journey

Explore Capital One's data-driven transformation using Databricks Lakehouse, featuring efficient data pipelines, Delta Lake, and best practices for building a centralized data ecosystem.

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

Databricks

Transforming SiriusXM into a Data Lakehouse Architecture

SiriusXM's journey to a unified data platform with Databricks, streamlining operations, enhancing innovation, and improving consumer experience through centralized data management and advanced analytics capabilities.

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

Databricks

Data Driven: The Journey to Bring Real-Time ERP Data to a Lakehouse

Michelin's journey to real-time ERP data integration in a lakehouse, leveraging tools like Kafka, Oracle Golden Gate, and Databricks for faster inventory updates and enhanced business analytics.

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

Databricks

How to Migrate from Snowflake to an Open Data Lakehouse Using Delta Lake UniForm

Explore Delta Lake UniForm's ability to create a single data set accessible across multiple open table formats, enhancing data lakehouse architecture efficiency and flexibility.

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

Databricks

Building a Multimodal Data Lakehouse with the Daft Distributed Python Dataframe

Explore Daft, a next-gen distributed query engine for processing multimodal data at scale. Learn to build a multimodal data lakehouse using familiar dataframe interfaces on existing infrastructure.

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