Data Analytics - Introduction to Machine Learning

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Data Analytics - Introduction to Machine Learning

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 course Data Analytics – Introduction to Machine Learning you will learn about machine learning methods that help automate the analysis of data. These computing methods help find hidden insights and information within the data without being explicitly programmed where or what to search for within the data.

This course begins by introducing you to supervised and unsupervised learning. You will learn how to distinguish between each type of learning and how to use them to analyse data. You will also learn about linear regression and how it can be used. The course introduces concepts about regularization and how to avoid over-fitting by using regularization.

Next, you will learn about using Excel and Matlab to perform simple and multiple regression. You will learn about confidence levels and subset selections. You will learn how to distinguish between R² and adjustment R² and what they both measure. The course will finish by i...

In this free course Data Analytics – Introduction to Machine Learning you will learn about machine learning methods that help automate the analysis of data. These computing methods help find hidden insights and information within the data without being explicitly programmed where or what to search for within the data.

This course begins by introducing you to supervised and unsupervised learning. You will learn how to distinguish between each type of learning and how to use them to analyse data. You will also learn about linear regression and how it can be used. The course introduces concepts about regularization and how to avoid over-fitting by using regularization.

Next, you will learn about using Excel and Matlab to perform simple and multiple regression. You will learn about confidence levels and subset selections. You will learn how to distinguish between R² and adjustment R² and what they both measure. The course will finish by introducing what the K-NN approach is in data analytics and when this approach should be used.

This course will be of great interest to professionals who work in the areas of data analytics and data science and who would like to learn more about methods used in machine learning. It will also be of interest to learners who are interested in computer science and would like to learn more about how machine learning gives computers the ability to learn without being explicitly programmed.

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