Databricks Courses

Democratizing Metrics at Airbnb - Minerva Platform Architecture and Future Plans

Explore Airbnb's Minerva platform for data consistency at scale, architectural improvements for flexibility, and plans for open-sourcing this centralized metrics solution.

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

Enable Production ML with Databricks Feature Store

Simplify production ML with Databricks Feature Store. Learn to overcome data challenges, enable real-time inference, and streamline ML projects using a unified data lakehouse platform integrated with Apache Spark and MLflow.

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

Delta Live Tables: Modern Software Engineering for ETL Pipelines

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
• On-Demand
• Free Video

DataFusion and Apache Arrow: Supercharging Data Analytics with a Rust-Based Query Engine

Explore Rust, Apache Arrow, and DataFusion to accelerate modern data stacks. Learn implementation timelines, optimization techniques, and key features for efficient data analysis and querying.

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

Building Recommendation Systems Using Graph Neural Networks

Explore graph neural networks for recommendation systems, focusing on RECKON's encoder-decoder architecture to improve entity intelligence and personalize user experiences.

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

Intermittent Demand Forecasting at Scale Using Meta-Modeling - Deep Auto-Regressive Linear Dynamic Systems

Discover Walmart's innovative solution for predicting demand of slow-moving items using meta-modeling, combining linear dynamic systems and deep auto-regressive networks for accurate forecasts across thousands of SKUs and stores.

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

Databricks and Enterprise Observability with Overwatch - Understanding Cost, Utilization, and Workloads

Explore Overwatch's capabilities for monitoring Databricks platform costs, utilization, and workloads. Learn implementation, use cases, and solutions to common observability challenges.

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

Elixir for Data Engineering - Batch and Stream Processing

Discover how Elixir can revolutionize data engineering with distributed processing, Airflow integration, and Kafka event handling. Learn practical examples for efficient batch and stream processing.

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

Integrating Apache Superset into a B2B Platform - Why and How

Explore integrating Apache Superset into a B2B platform for pizzeria franchise management, covering selection criteria, implementation challenges, and customizations for seamless dashboard integration.

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

Cloud Fetch: High-Bandwidth Connectivity for BI Tools - Databricks

Explore high-bandwidth connectivity for BI tools using Cloud Fetch, a parallel data extraction mechanism that significantly speeds up query result retrieval from Databricks SQL endpoints.

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

Recent Parquet Improvements in Apache Spark - Vectorized Complex Types and Column Index Support

Explore recent improvements in Apache Spark's Parquet performance, including vectorized read support for complex types and column index support, leading to significant speed enhancements and efficient data processing.

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

An Introduction to Open Source Presto

Explore Presto, a distributed SQL engine for data lake analytics. Learn its features, benefits, and use cases through an introduction and demo on AWS implementation.

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

Time Series Forecasting with PyCaret

Explore automated time series forecasting with PyCaret's low-code module. Learn setup, EDA, training, and forecasting techniques to streamline your predictive modeling workflow.

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

Quick to Production: Integrating Spark and TensorFlow for Efficient MLOps

Learn to quickly deploy deep learning models using Spark and TensorFlow, simplifying MLOps for data scientists. Explore distributed computing, feature engineering, and leveraging TensorFlow ecosystem libraries for efficient model production.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

Public Health - Education, Access, and Policy in Addressing Health Crises

Explore public health pillars and data's role in addressing COVID-19 and opioid crises with Marin County's Health Officer Matt Willis. Gain insights on vaccination trends, policy, and communication strategies.

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