Course: Building ML Training Sets

$139.00
$168.19 incl. vat

duration: 4 hours |

Language: English (US) |

access duration: 90 days |

Details

With machine learning, the algorithms are trained instead of written. During training, an algorithm is provided input and independently searches for a way to arrive at a correct output.

In this training you learn techniques such as standardization, normalization, coding with one variable and more.

And you learn how to implement scaling techniques such as standardization and min-max scaling on continuous data and one-hot coding on categorical functions to improve the performance of linear regression models.

Result

You are familiar with how te build your training sets in order to train your algorithms for machine learning.

Prerequisites

You are familiar with machine learning and its algorithms.

Target audience

Software Developer, Database Administrators, Data analist

Content

Building ML Training Sets

4 hours

Building ML Training Sets: Introduction

There are numerous options available to scale and encode the features and labels in your dataset to get the best out of machine learning algorithms. Explore techniques such as standardizing, normalizing, one-hot encoding, and more.

Building ML Training Sets: Preprocessing Datasets for Linear Regression

Discover how to implement scaling techniques such as standardizing and min-max scaling on continuous data and one-hot encoding on categorical features to improve the performance of linear regression models.

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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What is included?

Certificate of participation Yes
Monitor Progress Yes
Award Winning E-learning Yes
Mobile ready Yes
Sharing knowledge Unlimited access to our IT professionals community
Study advice Our consultants are here for you to advice about your study career and options
Study materials Certified teachers with in depth knowledge about the subject.
Service World's best service

Platform

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