Databricks Courses

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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Free Video

Rewiring Your Business for AI - Strategies for Enterprise Transformation

Discover strategies for embracing AI's transformative potential in business. Learn to focus on future-oriented thinking, reimagining processes, scaling initiatives, and cultivating a visionary mindset for competitive advantage.

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

Leveraging LLMs for Email Processing in Customer Centres

Explore how LLMs revolutionize email processing in customer centers, enhancing classification, summarization, and response generation while seamlessly integrating with existing workflows.

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

Collaboration with Databricks Clean Rooms and Privacy-Enhancing Technologies

Explore Mastercard's innovative use of Databricks Clean Rooms for secure multi-party data collaboration, featuring privacy-enhancing technologies and automated solutions for modern data challenges.

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

AI-Powered FinTech - AR Forecasting with Databricks and MLFlow

Automate AR forecasting with CICD pipelines, Azure cloud, and MLflow. Learn to deploy infrastructure, ML notebooks, and monitoring dashboards for efficient financial predictions without prior cloud experience.

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

Building High-Quality and Trusted Data Products with Databricks

Learn to create production-ready, high-quality data products using Databricks. Explore lifecycle requirements, challenges, and best practices to establish a trustworthy foundation for AI and data-driven initiatives.

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

Unified Data and AI Governance - Accelerating Your Path to Unity Catalog

Accelerate digital transformation with unified data and AI governance using Unity Catalog. Learn how to manage platform objects, remove barriers, and achieve AI ambitions at enterprise scale.

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

Designing a Copilot for Data Transformation with Spark and SQL

Explore the design of an AI copilot for data transformation, focusing on unique challenges and solutions to enhance productivity. Includes demos and insights on LLM applications in programming.

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