Databricks Courses

Large Language Models: Foundation Models from the Ground Up

Explore innovations in transformer-based architectures, efficient fine-tuning, deployment considerations, and multi-modal developments for large language models in this comprehensive deep dive.

• edX
• 4 weeks, 4-8 hours a week
• On-Demand
• Free Online Course (Audit)

Large Language Models: Application through Production

45 ratings at edX

This course is aimed at developers, data scientists, and engineers looking to build LLM-centric applications with the latest and most popular frameworks. By the end of this course, you will have built an end-to-end LLM workflow that is ready for producti…

• edX
• 6 weeks, 4-10 hours a week
• On-Demand
• Free Online Course (Audit)

MLOps on Azure Databricks with MLflow

2 reviews

Explore MLOps on Azure Databricks with MLflow, focusing on Model Registry, Webhooks, and automated pipelines for effective machine learning model lifecycle management and deployment.

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

Managing the Complete Machine Learning Lifecycle with MLflow - Introduction to MLflow Tracking

1 review

Introduction to MLflow: tracking experiments, packaging projects, deploying models, and managing lifecycle. Learn to record, reproduce, and compare ML runs using MLflow's components and UI.

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

Boeing's Use of Streaming Data for Flight Deck and OCC Enhancement

1 review

Explore Boeing's use of streaming data to monitor flights, detect aviation events, and enhance decision-making for pilots and operations control centers using advanced data technologies.

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

SAP Business Data Cloud - Fuel AI with SAP Data Products Across ERP and Lines-Of-Business

1 review

Unlock SAP data's AI potential with Business Data Cloud—unify, govern, and connect SAP with third-party data for enhanced machine learning and analytics capabilities.

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

Autonomous AI Agents in AI Infrastructure

1 review

Explore building autonomous AI agents within scalable infrastructure, covering modular frameworks, resource optimization, and real-time decision-making for modern AI ecosystems.

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

Scaling Sales Excellence - How Databricks Uses Its Own Tech to Train GTM Teams

1 review

Discover how Databricks leverages Gen AI, MosaicML, and Model Serving to build an advanced chatbot that revolutionizes sales enablement and trains go-to-market teams effectively.

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

Data and AI World Tour for Government 2025 - Measuring Mission Impact

1 review

Discover how to quantify AI quality and link operational outcomes to strategic goals for government missions using calibrated LLM judges and unified data environments.

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

Leveraging GenAI to Accelerate Innovation in Pharmaceutical Industry

1 review

Explore how Mankind Pharma uses GenAI to enhance data access, redesign product packaging, and analyze audio from sales reps, accelerating innovation in the pharmaceutical industry.

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

Shifting Left - Setting up Your GenAI Ecosystem to Work for Business Analysts

1 review

Discover how Experian implements Databricks' "shift left" approach, enabling business analysts to create GenAI apps using AI/BI Genie and Agent Studio for analytics and testing.

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

Microcredential

Introduction to Computational Statistics for Data Scientists

109 ratings at Coursera

Learn Bayesian statistics, Monte Carlo methods, and PyMC3 for data science. Gain practical skills in probability, modeling, and inference using Python tools like NumPy, Pandas, and Matplotlib.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 3 courses

Tech Talk - Top Tuning Tips for Spark 3.0 and Delta Lake on Databricks

Learn top tuning tips for Apache Spark 3.0 and Delta Lake on Databricks. Discover optimal join strategies, machine sizing, merge operation speedups, and job simplification techniques for enhanced big data processing.

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

Delta Lake 2.0 Overview - New Features and Community Collaborations

Overview of Delta Lake 2.0 features, integrations, and community collaboration. Highlights include data skipping, Change Data Feed, column mapping, multi-cluster S3 writes, and support for various languages and platforms.

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

Gazelle-JNI: Offloading Spark SQL to Native Engines for Execution Acceleration

Explore Gazelle-Jni, a middle layer integrating native SQL engines with Spark SQL for accelerated execution through Substrait-transformed physical plan offloading.

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