Databricks Courses

Introduction to AI/BI Genie - A New Conversational Analytics Experience

Explore best practices for empowering teams with self-service analytics using AI/BI Genie, a conversational tool that enhances data accessibility and reduces workload for data professionals.

• YouTube
• 40 minutes
• Self-Paced
• Free Video

Uber's Batch Analytics Evolution from Hive to Spark

Explore Uber's strategic migration from Hive to SparkSQL for batch analytics, including automation features, challenges faced, and efficiency gains achieved in this data processing evolution.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

Integrating MosaicML and Data Security in Advanced Machine Learning

Explore strategies for integrating MosaicML with robust data security measures in machine learning, addressing privacy concerns in sectors like finance and healthcare while leveraging Generative AI potential.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

Resilient Construction: Analytics for Economic Challenges

Explore how Constructora Bolívar leveraged data analytics and machine learning to navigate economic challenges, predict customer behavior, and make informed decisions in Colombia's real estate sector.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

Delta Sharing for Streaming Data - Configurations, Best Practices, and Future Improvements

Learn to share streaming data with Delta Sharing protocol, use LLMs for real-time segmentation, and build word clouds. Explore configurations, best practices, and future improvements for low-latency data sharing.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

Unleashing the Potential of Unstructured Data with LLMs and Databricks

Explore how the North Dakota University System leverages LLMs and Databricks to extract insights from unstructured data, creating an AI portal for staff and students.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

A Practitioner's Perspective on LLMOps - Challenges and Solutions in Operationalizing LLM Applications

Explore LLMOps: addressing challenges in LLM application development, focusing on cost optimization, risk mitigation, and stakeholder collaboration. Gain practical insights from real-world case studies.

• YouTube
• 37 minutes
• Self-Paced
• Free Video

How DatabricksIQ Boosts Your Productivity

Explore DatabricksIQ's AI-powered tools for enhanced data intelligence, including Intelligent Search and Databricks Assistant, to boost productivity through natural language interfaces and actionable insights.

• YouTube
• 39 minutes
• Self-Paced
• Free Video

Building LLM Applications with DSPy Framework - Moving Beyond Prompt Engineering

Discover DSPy, an open-source framework revolutionizing LLM application development. Learn to optimize prompts, tune models, and enhance performance systematically, moving beyond traditional prompt engineering.

• YouTube
• 42 minutes
• Self-Paced
• Free Video

Delta Merge Optimizations with Jodie Helpers

Explore Delta Merge optimization strategies, including data skipping and Change Data Feed implications, to enhance performance and handle failure scenarios in data lakehouse environments.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

Big Data Visualization in Public Health - Optimizing Respiratory Illness Dashboard with Databricks

Explore CDC's enhanced big data processing for public health visualizations, optimizing respiratory illness monitoring through efficient data management and accelerated insight delivery.

• YouTube
• 35 minutes
• Self-Paced
• Free Video

Building a Metric Store for Consistent Data Analytics

Explore Databricks' journey in building a Metric Store, solving data inconsistencies, and unlocking advanced analytics capabilities for unified, forecasted, and explainable metrics across the organization.

• YouTube
• 34 minutes
• Self-Paced
• Free Video

Successfully Migrating a Snowflake Data Warehouse to the Databricks Data Intelligence Platform

Learn strategies for migrating from Snowflake to Databricks, including methodology, technical approaches, automation tools, and best practices. Gain insights from real-world case studies on data, ELT pipeline, and warehouse migration.

• YouTube
• 40 minutes
• Self-Paced
• Free Video

Responsible AI on the Databricks Data Intelligence Platform

Explore ethical AI implementation using Databricks' platform. Learn about governance, compliance, security, and tools for safe AI integration in business.

• YouTube
• 32 minutes
• Self-Paced
• Free Video

Power S&P Capital IQ Data Apps with Databricks and Plotly

Explore S&P Capital IQ Data Apps: Leveraging Databricks and Plotly for powerful analytics, data processing, and interactive visualizations using S&P Global's extensive financial datasets.

• YouTube
• 29 minutes
• Self-Paced
• Free Video