Course: Fundamentals of Linear Regression Models

$229.00
$277.09 incl. vat
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duration: 8 hours |

Language: English (US) |

access duration: 90 days |

In Onbeperkt Leren

Details

Machine Learning is everywhere nowadays, but often invisible to most of us. Discover one of the fundamental problems in the world of Machine Learning and how this is solved using traditional Machine Learning and Neural Networks.

Use the Scikit Learn and Keras libraries to build a linear regression model. Explore the techniques and risks associated with the use of multiple regression factors.

Learn one of the techniques to estimate the likelihood of an outcome. Finally, you learn the steps that are required to build standard regression and classification models and how they can be standardized.

Result

You can build a linear regression model using the Scikit Learn and Keras libraries.

Prerequisites

No specific prior knowledge is required, but it is useful to have knowledge about statistics, algorithms and Python.

Target audience

Data analist

Content

Fundamentals of Linear Regression Models

8 hours

Linear Regression Models: Introduction to Linear Regression

Machine Learning is everywhere these

Linear Regression Models: Building Simple Regression Models with Scikit Learn and Keras

Use the Scikit Learn and Keras

Linear Regression Models: Multiple and Parsimonious Linear Regression

There are usually several factors

Linear Regression Models: An Introduction to Logistic Regression

Logistic Regression is a technique

Linear Regression Models: Simplifying Regression and Classification with Estimators

Building standard regression and

Course options

We offer several optional training products to enhance your learning experience. If you are planning to use our training course in preperation for an official exam then whe highly recommend using these optional training products to ensure an optimal learning experience. Sometimes there is only a practice exam or/and practice lab available.

Optional practice exam (trial exam)

To supplement this training course you may add a special practice exam. This practice exam comprises a number of trial exams which are very similar to the real exam, both in terms of form and content. This is the ultimate way to test whether you are ready for the exam. 

Optional practice lab

To supplement this training course you may add a special practice lab. You perform the tasks on real hardware and/or software applicable to your Lab. The labs are fully hosted in our cloud. The only thing you need to use our practice labs is a web browser. In the LiveLab environment you will find exercises which you can start immediatelyThe lab enviromentconsist of complete networks containing for example, clients, servers,etc. This is the ultimate way to gain extensive hands-on experience. 

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