Databricks Courses

Sparking Real-World Data Connectivity Through Datavant and Databricks

Explore how Datavant and Databricks revolutionize health data sharing, enhancing medical research and patient care through privacy-preserving technology and improved data connectivity.

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

Bringing Text-to-SQL to Business Intelligence Production in Large Enterprises

Explore Text-to-SQL implementation in large enterprises, focusing on model selection, fine-tuning, and performance optimization for accurate natural language querying in business intelligence contexts.

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

Latest Advancements in MLflow

Explore recent MLflow features, including GenAI additions, and learn how to optimize machine learning workflows with practical examples and best practices for implementation.

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

Securely Running Databricks on AWS for Public Sector and Regulated Industries

Explore secure Databricks deployment on AWS for regulated industries, covering compliance, encryption, data governance, and workflow orchestration for stringent security requirements.

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

What's Next for the Upcoming Apache Spark 4.0

Explore key enhancements in Apache Spark 4.0: Spark Connect, Structured Logging, PySpark updates, expanded SQL capabilities, improved connectivity, and real-time data processing advancements for optimized analytics.

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

Data Visualization Excellence: Tableau's Edge with Delta Sharing and Roadmap

Explore Tableau's innovations for Lakehouse analysis, including Delta Sharing connector and AI-driven insights. Learn about secure data visualization and future developments in this expert-led session.

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

Architecture Explained: Generative AI-Based Complex Data Processing

Explore interoperability between Databricks and AWS for generative AI, covering intelligent document processing, real-time and batch processing patterns, and a live demo of end-to-end offerings.

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

Decoding Mistral AI's Large Language Models - Building Blocks and Training Strategies

Explore Mistral AI's open-source LLMs, including Mixtral 8x7B and 8x22B, their MoE architecture, and API usage. Learn about building blocks, training strategies, and upcoming features.

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

Gemini: A Background to LLMs and Google's Newest Multimodal LLM

Explore the history of large language models and discover Gemini, Google's advanced multimodal AI. Learn about its capabilities, applications, and potential impact on various industries.

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

What's New in Databricks Workflows - with Live Demos

Explore latest Databricks Workflows features: enhanced orchestration, run repairs, control flow, scheduling, and Python authoring. Live demos showcase innovations for ETL, analytics, and ML pipeline management.

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

Rapid PySpark Custom Processing on Time Series Big Data in Databricks

Efficient PySpark processing for time series big data, enabling rapid custom calculations on rolling windows with constant time complexity, demonstrated using Sleep Number Smartbed sensor data.

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

Enterprise Collaboration with Delta Sharing

Explore how Delta Sharing enables internal collaboration and data mesh architectures, unlocking data value across organizations. Real-world examples from McKesson's Ontada and Octopus Energy's Kraken Technologies.

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

Power Up Your Lakehouse with Git Semantics and Delta Lake

Enhance data versioning in lakehouses using Delta Lake and lakeFS, enabling git-like semantics for improved time travel, data quality, and operational economics.

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

Simplifying Lakehouse Observability - Databricks Key Design Goals and Strategies

Explore Databricks' Lakehouse Observability approach, integrating tools for monitoring and optimizing data and AI workflows to support scalable, data-driven applications.

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

Full RAG: A Modern Architecture for Hyperpersonalization

Explore Full RAG architecture for AI-driven hyperpersonalization, integrating real-time data and contextual insights to enhance recommendation systems beyond traditional models' capabilities.

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