Designing and Implementing a Data Science Solution on Azure Eğitimi

  • Eğitim Tipi: Classroom / Virtual Classroom / Online
  • Süre: 3 Gün
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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.

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

Module 1: Doing Data Science on Azure

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

Module 2: Doing Data Science with Azure Machine Learning service

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

Module 3: Automate Machine Learning with Azure Machine Learning 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

Module 4: Manage and Monitor Machine Learning Models with the Azure Machine Learning service

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
Designing and Implementing a Data Science Solution on Azure Eğitimi hakkında ilginizi çekebilecek yazılar

BUGÜNÜN TEKNOLOJİSİ: DATA SCIENCE

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Yakın tarihte açılacak eğitimler

Sınıf eğitimlerimizi İstanbul, Ankara ve Londra ofislerimizde düzenlemekteyiz. Kurumunuza özel eğitimleri ise, dilediğiniz tarih ve lokasyonda organize edebiliriz.

16 Kasım 2020

3 Gün
Classroom

İstanbul, Ankara, Londra
Bilgi iste & Kayıt ol İstanbul, Ankara, Londra

14 Aralık 2020

3 Gün
Virtual

İstanbul, Ankara, Londra
Bilgi iste & Kayıt ol İstanbul, Ankara, Londra

04 Ocak 2021

3 Gün
Virtual

İstanbul, Ankara, Londra
Bilgi iste & Kayıt ol İstanbul, Ankara, Londra

04 Şubat 2021

3 Gün
Virtual

İstanbul, Ankara, Londra
Bilgi iste & Kayıt ol İstanbul, Ankara, Londra

11 Mart 2021

3 Gün
Virtual

İstanbul, Ankara, Londra
Bilgi iste & Kayıt ol İstanbul, Ankara, Londra
+90 212 282 7700
info@bilginc.com