Azure Academy - Data Analyst - Day#2 – AI & ML

Presentations

• Azure AI Platform overview
• Azure Databricks
• Azure Machine Learning - deep dive
• Cognitive Services

Hands-on labs

Computer Vision

This labs guides you trhough createing image classication model in Custom Vision and accesing the model in PowerApps.

Contents: HOL01 - Cognitive Services

Azure Machine Learning

In this lab you get a grasp of Azre machine Learning serive Python SDK and Automated ML module.

Contents: HOL02 - Azure Machine Learning service

Azure Databricks

Lets have a look on Azure Databricks platform and Spark ETL processing pipeline.

Contents: HOL03 - Databricks

Intro to Apache Spark (Databricks)

Lets have a quick look on basics of Apache Spark.

Contents: HOL04 - Apache Spark

Intro to MLOps with AML

Lets have a try MLOps process with AML

Contents: HOL05 - MLOps

Intro to Modern Data Warehouse pattern - small

Lets take a look on Modern Data Warehouse pattern

Contents: HOL06 - MDW Small