Course code: GOC670« Back

Introduction to Data Science and Machine Learning in Microsoft Azure and Microsoft SQL Server

Data Science is a new trend in data management that has emerged as a response to the growing amount of data we have and has not been actively used to date, although this data may conceal very valuable information but needs to be obtained by appropriate analysis. In this course, you will learn about Data Science, what this term means, and how you can use Data Science approaches in your organizations, for example, to predict customer behavior or predict machine life in production. In addition, you will learn to identify data sources for your analysis, learn about the main families of algorithms that are used for predictive data analysis, and learn when to use which approach. During the course, you will experience practical data experiments using Azure Machine Learning and learn how to run your solutions on your own SQL Server without using the cloud with SQL Server Machine Learning Services. The course is designed for data analysts and developers who want to become familiar with advanced predictive data analysis capabilities using machine learning.

GOPAS Official Curriculum
 DateDurationCourse priceHandbook priceCourse languageLocation 
3/4/2020 3 19 200 CZK included in course price Český jazyk GOPAS Praha_GTT
 
3/4/2020 3 19 200 CZK included in course price Český jazyk GOPAS Brno_GTT
 
3/4/2020 3 735,00 EUR included in course price Český jazyk GOPAS Bratislava_GTT
 

AffiliateDurationCatalogue priceHandbook priceITB
Praha3 19 200 CZK included in course price 30
Brno3 19 200 CZK included in course price 30
Bratislava3 735,00 EUR included in course price 30

User intensity level

COURSE SYLABUS

What we'll teach you:

  • Learn the main principles of Data Science, understand the challenges involved in Big Data processing and learn what types of problems will help you solve machine learning in practice
  • Review descriptive statistics and hypothesis validation
  • You will try to build a model for machine learning with Azure Machine Learning Studio
  • Learn how to effectively operate machine learning within SQL Server

Required entry knowledge

  • Basic knowledge of descriptive statistics
  • Basic knowledge of relational databases
  • Basic orientation in Microsoft Azure services

Teaching methods

Professional explanation with practical demonstrations, computer exercises

Study materials

Printed presentations of the subject matter

 

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Tištěné nebo elektronické studijní materiály GOPAS

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included in course price
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