Databricks Standard Onboarding Series - On Demand
Course Description:
New to Databricks? This e-learning course will help you in this journey.
Cluster Creation and Sizing
In this course, you will learn the basics about clusters, cost management, access control levels and governance from an experienced Customer Success Engineer (CSE), to help you get started with your projects. This course is relevant to platform admins and anyone managing clusters and/or access controls.
Topics covered:
Pricing and cost review – quick highlights of DBU and pricing structure
Governance – who can create clusters?
Architecting clusters – how to create the most efficient clusters
Cluster sizing – how large to make your clusters
Introduction to Data Engineering with Delta Lake
In this part of the course, you will learn about the Delta Lake Open Source project, the Lakehouse architecture, and the different Delta Lake features. Users will also gain insight into big data limitations and bottlenecks and best practices around scaling out data lakes efficiently.
Topics covered:
Lakehouse & Delta Lake introduction
Delta Lake features deep dive
Delta Lake architecture patterns – Bronze / Silver / Gold pipeline
Reconciling batch and streaming
Demo
Introduction to Data Science on Databricks with MLflow
In this part of the session, you will learn about the different MLflow components and how to use MLflow to track, register and serve your machine learning models.
Topics covered:
Introduction to MLflow
MLflow demo:
Train a single node ML model and log the results in MLflow
MLflow UI walkthrough
MLflow API
N/A
Self-Paced
Custom-fit learning paths for data, analytics, and AI roles and career paths through on-demand videos
Registration options
Databricks has a delivery method for wherever you are on your learning journey
Self-Paced
Custom-fit learning paths for data, analytics, and AI roles and career paths through on-demand videos
Register now
Instructor-Led
Public and private courses taught by expert instructors across half-day to two-day courses
Register now
Blended Learning
Self-paced and weekly instructor-led sessions for every style of learner to optimize course completion and knowledge retention. Go to Subscriptions Catalog tab to purchase
Purchase now
Skills@Scale
Comprehensive training offering for large scale customers that includes learning elements for every style of learning. Inquire with your account executive for details
Upcoming Public Classes
Career Workshop/
March 20
