Fundamentals of Mathematics and Statistics

Vaativuus
Arvostelut
3pvä
Kesto
2630,00 
+ alv./VAT
Ajankohta: 10:30 - 17:30
Sijainti:
Kysy Sovelto Access -hinta myyntipalvelusta: 020 7776 670 tai myyntipalvelu@sovelto.fi
Ilmoittaudu viimeistään
Puhuttu kieli: Englanti

Valitettavasti kyseinen kurssi on jo täynnä, kokeilethan toisella ajankohdalla tai sijainnilla.

Tai ota yhteyttä myyntipalveluun: 020 7776 670 tai myyntipalvelu@sovelto.fi

Overview

An introduction to R, and a broad coverage of mathematics for Data Science and Machine Learning: algebra, linear algebra, calculus, probability and statistics.

This 3-day course is designed for anyone who's going to make a career working in data. It is practical in nature and will take you through the most common mathematical statistical models that you're going to need to thrive as a data scientist or data analyst.

Whether you work with Excel, SQL, Hadoop, or any other data solution, you're going to be able to understand a model more effectively with mathematics. You'll learn to improve existing statistical models and start developing the right skills to ask more advanced questions.

Target Audience

Aimed at fledging data scientists who wish to have a proper understanding of the underlining mathematics and algorithms behind Machine Learning and data analytics.

Objectives

At the end of this course attendees will know:

  • Fundamentals of algebra, linear algebra, calculus which are needed for understanding data science and machine learning techniques
  • Probability and statistics essential for data analytics

At the end of this course attendees will be able to:

  • Apply mathematics and statistical analysis using R
  • Explore data with R
  • Perform statistical inference and extract insight from data

Outline

  • R: Intro
  • R: Data
  • R: Containers
  • R: Higher Dimensions
  • Introduction to Mathematics
  • Mathematics: Probability
  • Mathematics: Statistics
  • Mathematics: Advanced
  • Data Science and Exploration in R

Prerequisites

  • GCSE mathematics or above
  • An interest in mathematical and logical thinking
  • No prior experience of R is assumed, although prior experience will be an advantage

 

Paikkoja jäljellä:
Ei paikkarajoitusta
useita
2630,00  + alv./VAT