Databricks Courses

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

Architecting for Data Quality in the Lakehouse with Delta Lake and PySpark

Learn techniques for ensuring data quality in lakehouses using Delta Lake and PySpark. Explore data observability, reliability lifecycle, and practical implementation of quality checks across metadata, storage, and query layers.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

NBA Analytics - Evolution and Impact in Professional Sports

Explore the evolution of sports analytics in the NBA, its impact on teams, and how data drives competitive advantage in professional basketball.

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

Ray - A Framework for Scaling and Distributing Python and ML Applications

Learn to scale Python and ML applications with Ray, a distributed framework for efficient compute-intensive workloads. Explore architecture, core concepts, and practical applications through XGBoost demo.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

Scaling XGBoost for Thousands of Features with Databricks

Scaling XGBoost for online advertising: Learn to handle thousands of features, optimize model training, and avoid common pitfalls in both Python and Scala implementations on Spark.

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

Data Lakehouse Symposium - Evolution of Data Architecture

Explore data lakehouse architecture with industry experts, covering its evolution, comparison to data warehouses, and impact on business value. Gain insights into handling diverse data types and real-world applications.

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

Databricks University Alliance: Teaching with Databricks - Community Lightning Talks

Professors share experiences using Databricks in classrooms, covering course content, platform setup, and key observations. Insights from diverse universities on teaching data science and analytics with Databricks.

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

Delta Sharing: Open Source Solution for Secure and Scalable Data Sharing - ODSC Webinar

Explore Delta Sharing for secure, scalable data exchange across platforms. Hands-on demos cover multi-cloud usage, DNA data sharing, and self-hosted vs. managed cloud service comparisons.

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

Discover the Data Lakehouse: Simplifying Data Architecture for Analytics and ML

Explore the data lakehouse architecture for managing massive data, supporting diverse analytics and ML requirements across multi-cloud environments, and enabling data teams to derive value efficiently.

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

Geospatial Analytics and AI at Scale with Lakehouse Architecture

Explore geospatial analytics and AI at scale, leveraging diverse datasets to build powerful insights and visualizations using Lakehouse architecture for innovative enterprise applications.

• YouTube
• 1 hour 59 minutes
• Self-Paced
• Free Video

Solving Business Problems with Data - Delivering Value Through Use Case Deconstruction

Explore strategies for aligning data teams with business goals, focusing on use case deconstruction and value delivery. Learn to bridge the gap between technical expertise and practical business impact.

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

Data Culture Outside Silicon Valley - Building Teams and Blocking Spam Calls

Exploring data culture beyond Silicon Valley, featuring First Orion's innovative approach to spam call blocking and insights on building effective data teams in Arkansas.

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

Delta Lake Roadmap 2021 H2 - Features Overview and Community Feedback

Overview of Delta Lake's 2021 roadmap, highlighting new features, integrations, and community-driven developments for enhanced data management and analytics capabilities.

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

Multi-Table Transactions with LakeFS and Delta Lake - Tech Talk

Explore multi-table transactions using LakeFS and Delta Lake for collaborative data lake management, enabling CI/CD deployment and simplified multi-table pipelines in cloud storage systems.

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