Databricks Courses and Certifications

Google Cloud Tech

Cloud Storage Infrastructure for Data-Intensive Workloads - Featuring Flipkart and Databricks

Optimize data-intensive workloads with Cloud Storage. Learn from Flipkart's experience and explore Databricks integration for scalable, secure, and cost-effective data lakes.

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

Using Bazel for Fast, Correct Docker Deployments with Databricks

Discover how Bazel can accelerate and improve Docker deployments with Databricks, presented by experts from Databricks and Google.

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

Scala with Bazel - Wix, Stripe, Databricks Experiences

Discover how Wix, Stripe, and Databricks implement Scala with Bazel build system through insights from industry experts in this technical discussion.

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

Conf42

Cloud Compute Cost Showdown - Databricks vs AWS EMR Optimization Strategies

Discover cost optimization strategies for Databricks and AWS EMR to maximize cloud compute efficiency and reduce expenses in data processing workloads.

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

Pinecone

Building Real-Time RAG Applications with Pinecone, Databricks, and Fivetran

Discover how to build efficient real-time RAG applications by integrating Pinecone, Databricks, and Fivetran in a streamlined data pipeline architecture.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

Operationalizing High-Performance GPU Clusters in Kubernetes - Lessons Learned from Training Databricks DBRX

Dive into advanced strategies for managing large-scale GPU clusters in Kubernetes, focusing on monitoring, health detection, and solving complex failure scenarios in LLM training environments.

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

Confluent

Building a Real-Time AI Chatbot for Social Media with Confluent and Databricks

Learn to create an AI-powered social media chatbot using Confluent and Databricks, enabling real-time customer engagement and automated responses to product reviews.

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

StreamNative

Integrate Pulsar with Databricks Runtime Through Pulsar-Spark Connector

Discover how to seamlessly integrate Apache Pulsar with Databricks Runtime using the Pulsar-spark connector for enhanced data streaming and processing capabilities.

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

Conf42

Cross-Cloud Analytics Pipelines with Azure Databricks

Discover how to build reliable cross-cloud analytics pipelines using Azure Databricks with Delta Lake optimization, incident management strategies, and cost control techniques.

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

PASS Data Community Summit

Data Engineering Brick-by-Brick - An Intro To Azure Databricks

See how Azure Databricks supports big data work through a first cluster, shared notebooks, integrated Azure Machine Learning, and its place in the cloud data warehouse.

• YouTube
• 43 minutes
• Self-Paced
• Conference Talk

Azure Data Engineering Masterclass: ADF, Databricks, PySpark

1580 ratings at Udemy

Build Production ETL Pipelines using Azure Data Factory, Azure Databricks, PySpark, SQL, Delta Lake, Spark Internals

• Udemy
• 1 day 4 hours 53 minutes
• Self-Paced
• Paid Course

Perform data science with Azure Databricks

80 ratings at Coursera

Run data science workloads on Azure Databricks: transform DataFrames, register UDFs, upsert with Delta Lake, track experiments in MLflow, and deploy trained models as scoring services.

• Coursera
• 6 weeks, 4 hours a week
• Self-Paced
• Paid Course

Packt Career Certificate

Mastering Azure Databricks for Data Engineers

58 ratings at Coursera

Set up Azure Databricks workspaces and Spark clusters, then work with DBFS, Unity Catalog, Delta tables, time travel, incremental ingestion, and Delta Live Tables.

• Coursera
• 4 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 3 courses

Packt

Fundamentals of Azure Databricks

42 ratings at Coursera

Set up an Azure Databricks workspace, create Spark clusters, and work with notebooks, magic commands, Databricks Utilities, and DBFS mounted to Azure Data Lake Storage.

• Coursera
• 5 weeks, 1 hour a week
• Self-Paced
• Paid Course

Packt

Automation and Project Implementation in Azure Databricks

15 ratings at Coursera

Automate Azure Databricks projects: manage code with Databricks Repos, build workflows via REST API and CLI, and deliver a bronze-silver-gold capstone with CI/CD pipelines.

• Coursera
• 3 weeks, 2 hours a week
• Self-Paced
• Paid Course