DP-090T00 : Implementing a Machine Learning Solution with Microsoft Azure Databricks

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DP-090T00 : Implementing a Machine Learning Solution with Microsoft Azure Databricks

Azure Databricks is a cloud-scale platform for data analytics and machine learning. In this one-day course, you’ll learn how to use Azure Databricks to explore, prepare, and model data; and integrate Databricks machine learning processes with Azure Machine Learning.

 

The duration of the program :

Classroom
Instructor Led : 8 h

Live Online
Instructor Led  : 8 h

This course is designed for data scientists with experience of Pythion who need to learn how to apply their data science and machine learning skills on Azure Databricks

Module 1: Introduction to Azure Databricks
In this module, you will learn how to provision an Azure Databricks workspace and cluster, and use them to work with data.

Lessons
·         Getting Started with Azure Databricks

·         Working with Data in Azure Databricks

 

Module 2: Training and Evaluating Machine Learning Models
In this module, you will learn how to use Azure Databricks to prepare data for modeling, and train and validate a machine learning model.

Lessons
·         Preparing Data for Machine Learning

·         Training a Machine Learning Model

 

Module 3: Managing Experiments and Models
In this module, you will learn how to use MLflow to track experiments running in Azure Databricks, and how to manage machine learning models.

Lessons
·         Using MLflow to Track Experiments

·         Managing Models

 

Module 4: Integrating Azure Databricks and Azure Machine Learning
In this module, you will learn how to integrate Azure Databricks with Azure Machine Learning

Lessons
·         Tracking Experiments with Azure Machine Learning

·         Deploying Models

No Certification

Before attending this course, you should have experience of using Python to work with data, and some knowledge of machine learning concepts. Before attending this course, complete the following learning path on Microsoft Learn:1613

Location Dates  Time (UTC+2 )
Delivery Format Language
Live Online* 15,16/11 Mon, Tue 17:30-20:45 Instructor Led Greek/English
Live Online* 10,11/1 Mon, Tue 17:30-20:45 Instructor Led Greek/English
Live Online* 28/2 & 1/3 Mon, Tue 17:30-20:45 Instructor Led Greek/English

* Σύγχρονη εξ αποστάσεως εκπαίδευση με εισηγητή – Virtual Class




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    Last update : 31/10/2021  (DP-080T00)