Data Science - Visualizing Data and Exploring Models

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Data Science - Visualizing Data and Exploring Models

Course Details

Cost

FREE,
Add a Verified Certificate for €21

Upcoming Schedule

  • On demand

Course Provider

Alison online courses
Welcome to ALISON – a three million-strong, global online learning community, filled with free, high-quality resources to help you develop essential, certified workplace skills. ALISON was founded in 2007 by global leader and innovator Mike Feerick. Our mission at ALISON is simple: to enable you, wherever you are in the world, to learn and get certified – at your own pace – using our free, interactive, multimedia. There are 600 free courses for you to choose from: * Finan...
Welcome to ALISON – a three million-strong, global online learning community, filled with free, high-quality resources to help you develop essential, certified workplace skills. ALISON was founded in 2007 by global leader and innovator Mike Feerick. Our mission at ALISON is simple: to enable you, wherever you are in the world, to learn and get certified – at your own pace – using our free, interactive, multimedia. There are 600 free courses for you to choose from: * Financial & Economic Literacy * Digital Literacy & IT Skills * Diploma Courses * Health Literacy * Health & Safety (Irish Legislation Only) ALISON is for anyone taking their first step to a new job, and for everyone taking their next step to a better job. ALISON is as individual as you are. Our materials will help you to develop your creativity, confidence and competence for work, and to be as contented and productive as you can be in the world of work. Every course is standards-based and certified. That means bragging rights with family and friends, an edge in your first job or new job, and inspiration to be all you can be. So now get ready for a bright new future!

Provider Subject Specialization
Humanities
Business & Management
17 reviews

Course Description

In this free online course Data Science - Visualizing Data and Exploring Models you will learn about applying visualizations to display your data and about feature engineering and constructing machine learning models.

The course begins by introducing you to exploratory data analysis and data visualization. You will learn about the functions of exploratory data analysis and what factors can affect your views of data. You will learn about the different types of charts you can use to visualize your data, and also about the libraries and packages available for R and Python for visualizing your data.

Next, you will be introduced to building models, including feature engineering and constructing models. The course describes what feature engineering is and how to construct a machine learning model in R and Python. You will learn about evaluating your model, and how to evaluate a model in Azure ML, R and Python.

This free Alison Course will be...

In this free online course Data Science - Visualizing Data and Exploring Models you will learn about applying visualizations to display your data and about feature engineering and constructing machine learning models.

The course begins by introducing you to exploratory data analysis and data visualization. You will learn about the functions of exploratory data analysis and what factors can affect your views of data. You will learn about the different types of charts you can use to visualize your data, and also about the libraries and packages available for R and Python for visualizing your data.

Next, you will be introduced to building models, including feature engineering and constructing models. The course describes what feature engineering is and how to construct a machine learning model in R and Python. You will learn about evaluating your model, and how to evaluate a model in Azure ML, R and Python.

This free Alison Course will be of great interest to those who wish to learn and expand their knowledge of data science practices and procedures.

Prerequisites: To complete this course successfully you need a basic knowledge of mathematics, including linear algebra. Additionally, some programming experience, ideally in either R or Python, is assumed and you will need to have completed the previous courses 'Introduction to Data Science' and 'Data Science - Working with Data'.

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