DP-100T01 DESIGNING AND IMPLEMENTING A DATA SCIENCE SOLUTION ON AZURE

DP-100T01 DESIGNING AND IMPLEMENTING A DATA SCIENCE SOLUTION ON AZURE

Summary

Location

Location

Malaysia

Duration

Duration

3 Days
Format

Format

Public Class

Public Class

Exploring Azure Services in DP-100T01 Course

Are you ready to embark on a data-driven journey into the world of Azure services? Join us in the DP-100T01 Designing and Implementing a Data Science Solution on Azure course, where we dive deep into the realm of Azure services. This comprehensive program is tailored for data scientists and professionals with a passion for training and deploying machine learning models, and it’s poised to open new horizons for your career.

Unveiling the Azure Data Science Ecosystem

In this course, we unlock the secrets of Azure services. We begin by introducing you to the data science process and the pivotal role of a data scientist. Delve into the fascinating world of Azure’s data science options, and discover how Azure services can amplify and streamline your data science endeavors. Plus, you’ll become well-acquainted with Azure Notebooks, a powerful tool for data exploration and analysis.

Automation and Optimization with Azure Machine Learning

Our journey continues as we explore Azure Machine Learning service. You’ll learn to automate the entire data science process using this premier Azure service. Registering and deploying machine learning models will become second nature. Additionally, you’ll discover how AutoML and HyperDrive can work their magic in automating the more arduous aspects of the machine learning pipeline.

Managing and Monitoring for Success

No data science solution is complete without efficient management and monitoring. In this course, we equip you with the skills to automatically manage and monitor your machine learning models using the Azure Machine Learning service. By the end, you’ll be well-prepared to navigate the Azure services landscape, making informed decisions that can propel your career to new heights.

So, are you ready to unlock the potential of Azure services? Join us on this exciting educational journey, and together, we’ll take your data science expertise to the next level.

Course Details

Course Code: DP-100; Instructor-led

Gain the necessary knowledge about how to use Azure services to develop, train, and deploy, machine learning solutions. The course starts with an overview of Azure services that support data science. From there, it focuses on using Azure’s premier data science service, Azure Machine Learning service, to automate the data science pipeline. This course is focused on Azure and does not teach the student how to do data science. It is assumed students already know that.

Audience

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

Prerequisites

Before attending this course, students must have:

  • Azure Fundamentals
  • Understanding of data science including how to prepare data, train models, and evaluate competing models to select the best one.

How to program in the Python programming language and use the Python libraries: pandas, scikit-learn, matplotlib, and seaborn

Methodology

This program will be conducted with interactive lectures, PowerPoint presentations, discussions and practical exercises

Course Objectives

Gain the necessary knowledge about how to use Azure services to develop, train, and deploy, machine learning solutions. The course starts with an overview of Azure services that support data science. From there, it focuses on using Azure’s premier data science service, Azure Machine Learning service, to automate the data science pipeline. This course is focused on Azure and does not teach the student how to do data science. It is assumed students already know that.

Outlines

The student will learn about the data science process and the role of the data scientist. This is then applied to understand how Azure services can support and augment the data science process.

Lessons

  • Introduce the Data Science Process
  • Overview of Azure Data Science Options
  • Introduce Azure Notebooks

The student will learn how to use Azure Machine Learning service to automate the data science process end to end.

Lessons

  • Introduce Azure Machine Learning (AML) service
  • Register and deploy ML models with AML service

In this module, the student will learn about the machine learning pipeline and how the Azure Machine Learning service’s AutoML and HyperDrive can automate some of the laborious parts of it.

Lessons

  •  Automate Machine Learning Model Selection
  • Automate Hyperparameter Tuning with HyperDrive

In this module, the student will learn how to automatically manage and monitor machine learning models in the Azure Machine Learning service.

Lessons

  • Manage and Monitor Machine Learning Models

Trainers

Reviews

Interested In

DP-100T01 DESIGNING AND IMPLEMENTING A DATA SCIENCE SOLUTION ON AZURE

Starting From
RM3300
Class Type
Private, Public

Why Us

Variety of Courses

Variety of Courses

Customizable Class

Customizable Class

Consultants Facilitate

Consultants Facilitate

HRDF Claimable

HRDF Claimable

Professional Certifications

Professional Certifications

Free Chat to Get Quote

Free Chat to Get Quote

Related Courses

Book Now

Course Name: DP-100T01 DESIGNING AND IMPLEMENTING A DATA SCIENCE SOLUTION ON AZURE
Duration: 3 Days
Class Type *
Intake Date *
First Name *
Last Name *
Email *
Contact No. *
Pax *
Total Price: RM
0.00

Enquire Now

Course Name *
Name *
Email *
Contact No. *
Enquiry For
Company Name *
Job Position *
Message *

Download Details

Name *
Email *
Contact No. *