Databricks Courses

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

Creating a Lakehouse on AWS

Learn to build a Lakehouse on AWS, combining data lake affordability with data warehouse performance. Discover integration with AWS services and real-world examples of high-performance, cost-effective analytics solutions.

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

Building End-to-End Delta Pipelines on GCP

Explore building end-to-end Delta pipelines on GCP, covering data reliability, performance, and the Bronze-Silver-Gold architecture pattern, with practical code examples and Big Query integration.

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

Manufacturing and Distribution Industry Forum - Data and AI Summit 2021

Explore how leading manufacturers leverage data and AI to optimize operations and supply chains. Industry experts share insights on intelligent manufacturing, equipment-as-a-service, and sustainability initiatives.

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

Apache Spark, Data Science, and Machine Learning Advances - Data + AI Summit 2021 Keynote

Explore AI advancements, data science, MLOps, and Databricks Lakehouse Platform innovations. Featuring industry leaders and Bill Nye, this keynote covers MLFlow updates, AutoML, and practical machine learning solutions.

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

Malala Yousafzai on Education Access and Gender Equality in Technology

Malala Yousafzai discusses her activism for girls' education globally, sharing insights on inspiration, technology's role, and addressing gender imbalance in tech during a fireside chat at Data + AI Summit.

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

Why AI Starts with Effective Data Management

Explore effective data management strategies for AI success with insights from PETRONAS' Head of Enterprise Data on building a data-driven organization and empowering citizen analytics.

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

The Role of Data Platforms in Transforming Business - Champions of Data and AI Episode 6

Explore how Johnson & Johnson leverages a comprehensive data platform for business transformation, featuring insights on data curation, AI applications, and strategic decision-making.

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

Ethical Use of Data for AI - Episode 5

JoAnn Stonier discusses ethical data use in AI, addressing bias, GDPR, global responsibility, and societal impact. She offers insights on eliminating bias and advice for data leaders.

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

Boost Delta Lake Performance with Data Skipping and Z-Order

Explore data skipping and Z-ordering techniques to enhance Delta Lake performance, focusing on optimized partitioning strategies for improved read and write efficiency in large-scale data lakes.

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

How Apache Spark 3.0 and Delta Lake Enhance Data Lake Reliability

Discover performance enhancements in Apache Spark 3.0 and Delta Lake's data reliability features. Learn about Adaptive Query Execution, Dynamic Partition Pruning, and handling skewed queries for improved big data processing.

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

Engagement Activity Delta Lake for Einstein Analytics and Sales Cloud Einstein

Explore how Salesforce built an engagement activity platform using Delta Lake to support Einstein Analytics and Sales Cloud Einstein, covering data ingestion, incremental reads, and mutation handling.

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

MLflow Model Serving - From Training to Production

Comprehensive overview of MLflow Model Serving, covering offline and online scoring, deployment options, and integration with Databricks, with practical examples and recent features.

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

The Evolving Data Leader - Increasing Business Value with Data and AI

Sol Rashidi, CAO of Estée Lauder, discusses updating data leadership strategies to increase business value through AI, product development, and overcoming organizational challenges.

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

Developing Scalable Machine Learning Pipelines for Gaming Industry

Explore scalable ML pipelines in gaming, leveraging Apache Spark for data-driven product development and improved user acquisition through advanced LTV modeling.

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