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
Modality: L

Süre 3 Gün

Classroom training
Modality: C

Süre 3 Gün

Kurs tarihleri

Ingilizce
1 hour difference
Online training saat dilimi: IST
Online training This is a FLEX course.
saat dilimi: Gulf Standard Time (GST)
Online training This is a FLEX course.
saat dilimi: Gulf Standard Time (GST)
Online training This is a FLEX course.
saat dilimi: Gulf Standard Time (GST)
Online training This is a FLEX course.
saat dilimi: Gulf Standard Time (GST)
Online training This is a FLEX course.
saat dilimi: Gulf Standard Time (GST)
2 hours difference
Online training saat dilimi: IST
Online training This is a FLEX course.
saat dilimi: IST
Online training This is a FLEX course.
saat dilimi: IST
Online training This is a FLEX course.
saat dilimi: British Summer Time (BST)
3 hours difference
Online training saat dilimi: Greenwich Mean Time (GMT)
Online training saat dilimi: Greenwich Mean Time (GMT)
5 hours difference
Online training saat dilimi: UTC+8
7 hours difference
Online training saat dilimi: Eastern Daylight Time (EDT) garanti rendavu
Online training saat dilimi: Eastern Daylight Time (EDT) garanti rendavu
8 hours difference
Online training saat dilimi: Australian Eastern Daylight Saving Time (AEDT)
Online training saat dilimi: Central Daylight Time (CDT) 5 Gün
Online training saat dilimi: Central Daylight Time (CDT) 5 Gün
Online training saat dilimi: Central Daylight Time (CDT) 5 Gün
Online training saat dilimi: Central Daylight Time (CDT) 5 Gün
Online training saat dilimi: Central Daylight Time (CDT) 5 Gün
Online training saat dilimi: Central Daylight Time (CDT) 5 Gün
Online training saat dilimi: Central Daylight Time (CDT) 5 Gün
9 hours difference
Online training saat dilimi: Central Standard Time (CST) 5 Gün garanti rendavu
Online training saat dilimi: Central Standard Time (CST) 5 Gün garanti rendavu
Online training saat dilimi: Central Standard Time (CST) garanti rendavu
Online training saat dilimi: Central Standard Time (CST) garanti rendavu
10 hours difference
Online training saat dilimi: Pacific Daylight Time (PDT) garanti rendavu
Online training saat dilimi: Pacific Daylight Time (PDT) garanti rendavu
Guaranteed date:   Fast Lane bütün garanti Kurs tarihlerini katılımcı sayısı her ne olursa olsun gerçekleştirmektedir. Mücbir sebepler veya diğer öngörülemeyen olaylar, kaza yada hastalık gibi durumlarda bir dersin uygulanması imkansız.
Instructor-led Online Training:   Instructor-led Online Training WebEx aracılığıyla VoIP ortamında gerçekleştirilir. Herhangi bir online kurslar hakkında sorularınız varsa, bize bu numaradan +49 (0)40 25334610 ulaşabilir veya e-mail ile info@flane.de iletişime geçebilirsiniz.
This is a FLEX course, which is delivered both virtually and in the classroom.
Türkiye

Currently no local training dates available.  For enquiries please write to info@fastlane.si.

Polonya
Online training This is an Polonyaca language FLEX course.   saat dilimi: Europe/Warsaw Enroll
Online training This is an Polonyaca language FLEX course.   saat dilimi: Europe/Warsaw Enroll
Online training This is an Polonyaca language FLEX course.   saat dilimi: Europe/Warsaw Enroll
Online training This is an Polonyaca language FLEX course.   saat dilimi: Europe/Warsaw Enroll
Online training This is an Polonyaca language FLEX course.   saat dilimi: Europe/Warsaw Enroll
Online training This is an Polonyaca language FLEX course.   saat dilimi: Europe/Warsaw Enroll
Online training This is an Polonyaca language FLEX course.   saat dilimi: Europe/Warsaw Enroll
This is a FLEX course, which is delivered both virtually and in the classroom.