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Data Science - Working with Data

Learn about working with data and preparing data for your data science project, in this data science course.

Publisher: Channel 9
This free online Data Science course from Alison will give you a better understanding of how to work with data, from acquiring data to working the Python and R programming languages in Azure ML. With this course, you will learn how to prepare data for the purpose of applying machine learning models to it, removing repeated values and outliers, and scaling the data. This will be a great boost for your career development.
Data Science - Working with Data
  • Duration

    1.5-3 Hours
  • Students

    7,261
  • Accreditation

    CPD

Description

Modules

Outcome

Certification

View course modules

Description

In this online course Data Science - Working with Data you will learn about the flow of data in Azure ML. you will learn about joins and the R and Python languages. You will learn about preparing your data, continuous and categorical variables. You will learn about quantization and scaling. 

The course starts off with introducing you to the Data flow in Azure ML,where  you will learn about batch and real time processing. You will learn about different types of joins you can use on your data. You will learn about R and Python programming languages and what they can do for a data science project.

In the second module, you will be introduced to Data sampling and Preparation. You will learn about continuous and categorical variables. You will learn what quantization is and can do for your data. You will learn about Data munging and how it’s the most time-consuming part of a data science project. You will learn about handling errors and outliners in your project. You will learn about scaling using either python, R or Azure ML module for scaling.

This free Alison Course would be of great interest to those who wish to learn about data Science.

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