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Designing and Implementing a Data Science Solution on Azure (DP-100T01)

 

Course Overview

Learn how to operate machine learning solutions at cloud scale using Azure Machine Learning. This course teaches you to leverage your existing knowledge of Python and machine learning to manage data ingestion and preparation, model training and deployment, and machine learning solution monitoring in Microsoft Azure.

Who should attend

This course is designed for data scientists with existing knowledge of Python and machine learning frameworks like Scikit-Learn, PyTorch, and Tensorflow, who want to build and operate machine learning solutions in the cloud.

Certifications

This course is part of the following Certifications:

Prerequisites

Successful Azure Data Scientists start this role with a fundamental knowledge of cloud computing concepts, and experience in general data science and machine learning tools and techniques.

Specifically:

  • Creating cloud resources in Microsoft Azure.
  • Using Python to explore and visualize data.
  • Training and validating machine learning models using common frameworks like Scikit-Learn, PyTorch, and TensorFlow.
  • Working with containers

To gain these prerequisite skills, take the following free online training before attending the course:

  • Explore Microsoft cloud concepts.
  • Create machine learning models.
  • Administer containers in Azure

If you are completely new to data science and machine learning, please complete Microsoft Azure AI Fundamentals first.

Course Content

  • Getting Started with Azure Machine Learning
  • Visual Tools for Machine Learning
  • Running Experiments and Training Models
  • Working with Data
  • Working with Compute
  • Orchestrating Operations with Pipelines
  • Deploying and Consuming Models
  • Training Optimal Models
  • Responsible Machine Learning
  • Monitoring Models
Online Training

Duration 3 days

Price (incl. tax)
  • US$ 1,943
Classroom Training

Duration 3 days

Price (incl. tax)
  • United Arab Emirates: US$ 1,943

Schedule

English
Time zone: Gulf Standard Time (GST)
Online Training Time zone: Gulf Standard Time (GST) Guaranteed date!
Online Training Time zone: Gulf Standard Time (GST)
Online Training Time zone: Gulf Standard Time (GST)
1 hour difference
Online Training Time zone: Eastern European Summer Time (EEST)
Online Training Time zone: Eastern European Summer Time (EEST)
2 hours difference
Online Training Time zone: Central European Summer Time (CEST) Guaranteed date!
3 hours difference
Online Training Time zone: British Summer Time (BST) Guaranteed date!
Online Training This is a FLEX course.
Time zone: British Summer Time (BST)
Online Training This is a FLEX course.
Time zone: British Summer Time (BST)
4 hours difference
Online Training This is a FLEX course.
Time zone: Greenwich Mean Time (GMT)
9 hours difference
Online Training Time zone: Central Daylight Time (CDT) Guaranteed date!
Online Training Time zone: Central Daylight Time (CDT)
Online Training 5 days Time zone: Central Daylight Time (CDT)
Online Training 5 days Time zone: Central Daylight Time (CDT)
Online Training 5 days Time zone: Central Daylight Time (CDT)
Online Training 5 days Time zone: Central Daylight Time (CDT)
Online Training Time zone: Eastern Standard Time (EST)
Online Training Time zone: Central Daylight Time (CDT)
10 hours difference
Online Training Time zone: Central Standard Time (CST)
Online Training Time zone: Central Standard Time (CST)
Online Training Time zone: Central Standard Time (CST)
Online Training Time zone: Central Standard Time (CST)
Online Training Time zone: Central Standard Time (CST) Guaranteed date!
Online Training Time zone: Central Standard Time (CST) Guaranteed date!
11 hours difference
Online Training Time zone: Pacific Daylight Time (PDT) Guaranteed date!
Online Training Time zone: Pacific Daylight Time (PDT) Guaranteed date!
Guaranteed date:   Fast Lane will carry out all guaranteed training regardless of the number of attendees, exempt from force majeure or other unexpected events, like e.g. accidents or illness of the trainer, which prevent the course from being conducted.
This class will become guaranteed to run with one more student registration.
Instructor-led Online Training:   This computer icon in the schedule indicates that this date/time will be conducted as Instructor-Led Online Training.
This is a FLEX course, which is delivered both virtually and in the classroom.
Egypt
Cairo Course language: English
Cairo Course language: English
Cairo Course language: English
Middle East
Qatar
Doha Course language: English
Saudi Arabia
Riyadh Course language: English
Riyadh Course language: English
United Arab Emirates
Dubai Course language: English
Dubai Course language: English
This is a FLEX course, which is delivered both virtually and in the classroom.