Regular Price: £280 Batch Price: From £280 📅 View Dates & Prices Group Booking Discount: From £160 per person 🧮 Calculate & Book 1-to-1 Training: £280 📋 Booking Request Form Course Overview This instructor-led training course provides a comprehensive introduction to data analysis using R, one of the most widely used programming languages for statistical computing and data visualisation. Participants will gain hands-on experience with R's powerful tools and packages to analyse, visualise, and interpret data effectively. By the end of this course, participants will be able to import, clean, and transform data using R, perform descriptive and inferential statistical analyses, visualise data and apply data analysis techniques to real-world datasets. Requirements This course is suitable for those who already have basic knowledge of R programming. Our Programming with R Training Courses cover all of the prerequisites. Basic knowledge of statistics is recommended but not required. Course Content Introduction to Data Analysis with R What is Data Analysis? Why Use R for Data Analysis? Setting Up Your R Environment Essential R Packages Data Cleaning Identifying and Removing Duplicates Data Transformation Encoding Categorical Variables Exploratory Data Analysis (EDA) Descriptive Statistics Correlation Analysis Identifying Trends and Patterns Visualising Relationships Introduction to Statistical Modeling Overview of Statistical Models Statistical Modeling Operators in R Analysis of Variance (ANOVA) Linear Modeling Generalised Linear Models (GLMs) Logistic Regression Poisson GML Gamma GML Binomial GML Time Series Analysis Components of Time Series Data Modelling a time-series Forecasting Visualizing Time Series Trends Model Selection Implicit and explicit model selection Model Balance Information criterion: The ICs Cross validation Comparison of AIC and CV Course Dates, Prices & Enrolment All Training Physical Classes Virtual Classes UTC British Time (UK, Ireland, Iceland) Central European Time (France, Germany, Sweden) Eastern European Time (Finland, Cyprus) Eastern Time (New York, Toronto, Montreal) Central Time (Chicago, Houston, Winnipeg) Mountain Time (Calgary, Denver, Edmonton) Mountain Time (Phoenix) Pacific Time (Los Angeles, Seattle, Vancouver) Singapore Time Arabic Standard Time (Qatar, Saudi Arabia) Gulf Standard Time (UAE, Oman) Australian Eastern Time (Sydney, Melbourne) Western Australia Time (Perth) New Zealand Time China Standard Time (China, Taiwan, Hong Kong) Scroll right for more details There is no date for this course at this moment. Please complete the BOOKING REQUEST FORM below or come back to this page again later. Training venue: Unit 15, Boardman House, 64 Broadway, Stratford, London E15 1NT, United Kingdom Price Calculator & Booking Request Form Calculate prices for Corporate, 1-on-1 or group training and request a booking. Do you have a special training requirement or unable to find any suitable training date? Please complete and submit the booking request form, if you want to: book a course on different dates book for a group of delegates book corporate training book a customised training book a one-on-one training The price person is less when you book a course for more people. You can find the price per person and the total cost by changing the values of the training hours and the number of people below: How many hours? How many people? Total Cost Price per person Preferred Dates and Times Any other information