DP-090: Implementing a Machine Learning Solution with Microsoft Azure Databricks

Overview

Educora’s DP-090 training explores implementing machine-learning solutions with Azure Databricks. Topics include working with data, preparing and evaluating models, tracking experiments with MLflow, managing models, and integrating Azure Databricks with Azure Machine Learning.

This is a training programme, not a vendor credential or endorsement. Enquire about the certificate included with the programme and any separate certification requirements.

Prerequisites

• Basic understanding of Azure services
• Knowledge of Python or Scala programming languages
• Experience with Machine Learning algorithms
• Familiarity with Apache Spark, ETL and data warehouse architecture

Curriculum

Module 1: Introduction to Azure Databricks

• Getting Started with Azure Databricks
• Working with Data in Azure Databricks

Module 2: Training and Evaluating Machine Learning Models

• Preparing Data for Machine Learning
• Training a Machine Learning Model

Module 3: Managing Experiments and Models

• Using MLflow to Track Experiments
• Managing Models

Module 4: Integrating Azure Databricks and Azure Machine Learning

• Tracking Experiments with Azure Machine Learning
• Deploying Modelss
• Deploying Models in Azure Machine Learning
• Running Experiments in Azure Machine Learning

Features

• Personalised Learning Plan
• Flexible Scheduling
• Expert Instructor
• Hands-on Project-Based Training
• Support After Training
• Interview Preparation

Course Fees

Virtual Instructor-Led Training