Databricks Courses

Credential

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/week
• Self-Paced
• Paid Course
• 3 courses

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
• Self-Paced
• Free Online Course (Audit)

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
• Self-Paced
• Free Online Course (Audit)

MLOps on Azure Databricks with MLflow

2 ratings

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
• Self-Paced
• Free Video

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

1 rating

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
• Self-Paced
• Free Video

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

1 rating

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
• Self-Paced
• Free Video

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

1 rating

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
• Self-Paced
• Free Video

Autonomous AI Agents in AI Infrastructure

1 rating

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
• Self-Paced
• Free Video

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

1 rating

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
• Self-Paced
• Free Video

Leveraging GenAI to Accelerate Innovation in Pharmaceutical Industry

1 rating

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
• Self-Paced
• Free Video

Spreadsheets in the Modern Data Stack - Security, Governance, AI, and Self-Serve Analytics

1 rating

Explore how spreadsheets integrate with modern data stacks while maintaining security and governance in AI-driven analytics environments.

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

Delta Live Tables: Modern Software Engineering for ETL Pipelines

1 rating

Learn how Delta Live Tables simplifies ETL, enhances data pipeline reliability, and automates tasks. Discover modern software engineering practices for efficient data transformation and improved analytics, data science, and ML outcomes.

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

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

1 rating

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
• Self-Paced
• Free Video

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
• Self-Paced
• Free Video

Introduction to Databricks Lakehouse Platform Architecture and Security

Explore Databricks Lakehouse Platform's architecture, focusing on data reliability, Delta Lake features, and Photon's performance enhancements for efficient data management and analytics.

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