## Overview

A broad coverage of statistics for Data Analysis.

This three 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 statistical fundamentals that you're going to need to thrive as a data analyst or scientist.

Whether you work with Excel, R, Python or any other data solution, you will need to understand statistics to get your data analysis off the ground.

The course is taught using R for programming illustration with a focus on statistic that applies across domains.

## Target Audience

Aimed at fledging data practitioners who wish to have a practical understanding of statistical methods.

## 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

## Course Outline

Introduction to R

• RStudio
• Data Structures
• Flow and Functional Programming

Introduction to Data

• Exploring Data
• Summarizing Data

Probability

• Bayes Rule and Conditional Probability
• Random Variables

Statistical Distributions

• Bernoulli
• Normal
• Binomial
• Poisson

Inferential Statistics

• Point Estimates
• Hypothesis Testing
• Confidence Levels

Inference for Numerical Data

• T-tests
• ANOVA

Inference for Categorical Data

• Proportions
• Chi-Square

Machine Learning as Statistical Inference

• Regression
• Classification

## AWS Learning Paths

Want to boost your career in AWS? Click on the roles below to see QA‘s learning pathways, specially designed to give you the skills to succeed.

= Required
= Certification
Data Scientist
Data Engineer
Developer Software Development
Architect Enterprise Architecture Experience
Data Scientist Average salary: £62,000*

Total individual course price: £8,166 ex VAT

Bundle price: £6,570 ex VAT

Saving: £1,596

11 days

Data Engineer Average salary: £70,000*

Total individual course price: £2,661 ex VAT

Bundle price: £2,130 ex VAT

Saving: £531

4 days

Developer Average salary: £76,250*

Total individual course price: £4,799 ex VAT

Bundle price: £3,880 ex VAT

Saving: £919

7 days

Architect Average salary: £90,000*

Total individual course price: £6,622 ex VAT

Bundle price: £5,380 ex VAT

Saving: £1,242

7 days

Total individual course price: £5,069 ex VAT

Bundle price: £4,110 ex VAT

Saving: £959

7 days

Total individual course price: £4,799 ex VAT

Bundle price: £3,880 ex VAT

Saving: £919

7 days

Key for bundle contents
= Exam Preparation
= Exam
= Practice Exam
= Exam Voucher
= Tutor Support
= Pre Course Work
*This is based on QA research

## GCP Learning Paths

Want to boost your career in GCP? Click on the roles below to see QA‘s learning pathways, specially designed to give you the skills to succeed.

= Required
= Certification
Data Scientist
Data Engineer
Developer Software Development Experience
Architect Enterprise Architecture Experience
Data Scientist Average salary: £62,000*

Total individual course price: £9,130 ex VAT

Bundle price: £7,440 ex VAT

Saving: £1,690

11 days

Data Engineer Average salary: £70,000*

Total individual course price: £7,996 ex VAT

Bundle price: £6,505 ex VAT

Saving: £1,491

10 days

Developer Average salary: £55,000*

Total individual course price: £3,669 ex VAT

Bundle price: £2,970 ex VAT

Saving: £699

5 days

Architect Average salary: £80,000*

Total individual course price: £4,305 ex VAT

Bundle price: £3,455 ex VAT

Saving: £850

6 days

Total individual course price: £3,840 ex VAT

Bundle price: £3,090 ex VAT

Saving: £750

5 days

Key for bundle contents
= Exam Preparation
= Exam
= Practice Exam
= Exam Voucher
= Tutor Support
= Pre Course Work
*This is based on QA research

## Azure Learning Paths

Want to boost your career in Azure? Click on the roles below to see QA‘s learning pathways, specially designed to give you the skills to succeed.

= Required
= Certification
Data Scientist
Data Engineer AI Developer
Developer .NET Experience
Architect Enterprise Architecture Experience
Data Scientist Average salary: £62,000*

11 days

Data Engineer Average salary: £70,000*

8 days

Developer Average salary: £57,500*

12 days

Architect Average salary: £80,000*

11 days

12 days

11 days

16 days

Key for bundle contents
= Exam Preparation
= Exam
= Practice Exam
= Exam Voucher
= Tutor Support
= Pre Course Work
*This is based on QA research

## Please complete this form and we'll be in touch

Hide form
Please enter a date or timescale
Please type in a preferred location or region...