Course: Statistics for Data Science #1

$149.00
$180.29 incl. vat

duration: 5 hours |

Language: English (US) |

access duration: 90 days |

Details

In this course you learn more about statistics and modeling. The aim of all modeling is to generalize as well as possible. This can be from a sample or big data as a whole.

You will get started with the first step in this process, obtaining a representative sample from which meaningful generalize insights can be obtained.

In addition, a fundamental understanding of statistics, in particular inference statistics, is very important. Inferential statistics go beyond simply describing a data set and try to posit and prove or refute the existence of relationships within the data.

You get started with hypothesis tests that are widely applicable in data science.

Result

You are familiar with inferential statistics and modeling.

Prerequisites

No specific prior knowledge required.

Target audience

Project Manager, Database Administrators, Data analist

Content

Statistics for Data Science #1

5 hours

Data Science Statistics: Simple Descriptive Statistics

Explore the two most basic types of descriptive statistics, measures of central tendency and dispersion. Examine the most common measures of each type, as well as their strengths and weaknesses.

Data Science Statistics: Common Approaches to Sampling Data

The goal of all modeling is generalizing as well as possible from a sample to the population as a whole. Explore the first step in this process, obtaining a representative sample from which meaningful generalizable insights can be obtained.

Data Science Statistics: Inferential Statistics

Inferential statistics go beyond merely describing a dataset and seek to posit and prove or disprove the existence of relationships within the data. Explore hypothesis testing, which finds wide applications in data science.

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
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