0345 4506120

Fundamentals of Mathematics and Statistics

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.

Learning 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

Pre-Requisites

  •   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

Course Content

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

Related Courses

Privacy Notice

In order to provide you with the service requested we will need to retain and use your contact information in accordance with our Privacy Notice. If you choose to provide us with this information you explicitly consent to us using the information as necessary to provide the request service to you. If you do not agree please do not proceed to request the service from us.

Marketing Permissions

Would you like to receive our newsletter and other information on products and services which we think will be of interest to you by email. We will always treat your information with care and in accordance with our Privacy Notice. You are free to withdraw this permission at any time.

 

Virtual Classroom

Virtual classrooms provide all the benefits of attending a classroom course without the need to arrange travel and accomodation. Please note that virtual courses are attended in real-time, commencing on a specified date.

Virtual Course Dates

Our Customers Include