DP-100: Designing and Implementing a Data Science Solution on Azure

Gain the necessary knowledge about how to use Azure services to develop, train, and deploy, machine learning solutions. The course starts wi

By Nexus Human

Date and time

Mon, 24 Feb 2020 09:00 - Wed, 26 Feb 2020 18:00 GMT

Location

New Horizons Ireland

22-24 Strand Street Great Dublin 1 Ireland

Refund Policy

Refunds up to 30 days before event

About this event

TARGET AUDIENCE

This course is aimed at data scientists and those with significant responsibilities in training and deploying machine learning models.

COURSE OBJECTIVES

This role is responsible for solving the business problem that initiated the project. While the Data Engineer will prepare the data to be used for the models, the Data Scientist determines what data is needed for model training, creates model features from the data, determines what machine learning model to use, trains and evaluates the model, and often has involvement in model deployment. Often the data scientist needs to evaluate multiple models to determine which performs the best.

COURSE OUTLINE

1 - DOING DATA SCIENCE ON AZURE

Introduce the Data Science Process

Overview of Azure Data Science Options

Introduce Azure Notebooks

2 - DOING DATA SCIENCE WITH AZURE MACHINE LEARNING SERVICE

Introduce Azure Machine Learning (AML) service

3 - AUTOMATE MACHINE LEARNING WITH AZURE MACHINE LEARNING SERVICE

Automate Machine Learning Model Selection

Automate Hyperparameter Tuning with HyperDrive

4 - MANAGE AND MONITOR MACHINE LEARNING MODELS WITH THE AZURE MACHINE LEARNING SERVICE

Manage and Monitor Machine Learning Models

More Information: https://www.nhireland.ie/training-and-certifications/course-outline/id/1035992520/c/dp-100t01-designing-and-implementing-a-data-science-solution-on-azure

Organised by

Nexus Human

Save time reduce stress with our practical based training. Enrolling in an instructor-led course with a training provider like Nexus Human can offer several advantages for individuals seeking to enhance their skills and knowledge in a particular subject area. Here are some potential benefits:

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