Databricks Courses

Advanced Experiment Tracking for LLM-Powered Applications with Customized Open-Source MLFlow

Discover Intuit's use of open-source MLFlow for enhancing ML models and LLM applications through experiment tracking, reproducibility, model lineage, and streamlined review workflows.

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

Data-Driven Transformation Challenges - Successful AI Innovation Strategies

Unveiling hidden obstacles in digital innovation, focusing on AI implementation, data governance, and business value creation through real-world case studies and proven strategies.

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

Reduce Spend and Turbocharge Databricks Performance with Cognizant and Partners

Optimize Databricks costs and performance with Cognizant's strategies. Learn how a logistics client reduced spend by 70% while accelerating AI investments, enabling better budget control and workload efficiency.

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

Optimizing Lakehouse Architecture Costs with Intel Software and Databricks

Enhance large-scale data processing for AI with autonomous CPU optimization, cost-effective resource management, improved scalability, and streamlined Spark operations using Intel's solutions for Databricks Data Intelligence Platform.

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

Building the World's Largest RAG for Knowledge Management at CVS Health

Explore CVS Health's innovative approach to building a large-scale RAG system for unified knowledge management, addressing challenges and strategies for implementing enterprise-wide information access.

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

Generative AI - The Trust Factor We Can't Ignore

Explore the critical role of trust in Generative AI adoption, focusing on ethical principles, data governance, and security. Learn how Databricks' tools enable responsible AI development and implementation.

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

Reducing Recruiting Costs Using Databricks Foundation Models

Explore how Databricks Foundation Models and multi-agent approach streamline technical candidate evaluation, reducing recruiting costs and improving efficiency in the hiring process.

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

Leveraging GenAI with Robust Data Foundations to Transform Businesses

Explore how Generative AI transforms MarTech and agency operations, enhancing customer insights, campaign strategies, and ROI through data-driven innovation and personalization.

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

Reactive to Preventive: Managing Fraud with Databricks, OpenCV, and GenAI

Transformación de detección de fraude reactiva a preventiva en tiempo real utilizando IA, visión por computadora y análisis de datos avanzados para mejorar la precisión y velocidad en la industria de seguros.

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

Streamlining Data Governance and Integration with Unity Catalog

Simplify data governance, reduce costs, and enable controlled data democratization with Unity Catalog. Learn how KPMG implemented this solution for enhanced data management and AI-powered discovery.

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

Portfolio Management Using Multi-Agent Reinforcement Learning

Explore automated stock portfolio management using Deep Learning Reinforcement and innovative indicators like news sentiment scores, enhancing trading productivity and profitability.

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

Lightning-fast R and Python Library Loading for Databricks Clusters

Discover a productivity hack to load R packages and Python libraries in under 60 seconds when spinning up clusters, eliminating wait times and boosting efficiency in data science workflows.

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

Building Smart Industrial Automations with the Databricks API

Learn to create industrial automations using Databricks API, enabling data-driven applications and hardware triggers. Explore practical examples and simplify access to your data for tailored solutions.

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

Harmonizing Data Intelligence and Data-as-Code Platforms - A Cookbook Approach

Explore strategies for integrating intelligent features in data platforms while addressing conflicts with existing systems. Learn to balance unified vs. decentralized approaches for resilient, adaptable data management.

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

Pretraining and Finetuning a Transformer Model for Location Resolution

Aprenda a criar um modelo personalizado de resolução de localização usando Databricks e Hugging Face, abordando criação de datasets, pré-treinamento, ajuste fino e considerações de implantação.

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