Training courses

Showing 46 training courses

Machine learning in R

Description This course has been designed for beginners in the field of machine learning (ML), however, ML practitioners using Python, R or other platforms can also benefit from this course as it introduces the mlr3 machine learning ecosystem which provides state of the art machine learning tools for building, modifying and deploying ML models in […]

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Training category
Analytical
Type of training
Online
Length
Three days
Provider
Analysis Function Capability Team
Location
Online

Natural Language Processing (NLP) in R

Description Natural Language Processing (NLP) is used for processing and analyzing natural language. With the new approaches and toolsets converge with ever-increasing data availability, NLP is rapidly evolving. In this introductory course, we will cover the basics of NLP topics including the process of ‘cleaning’ a dataset, exploring it, and applying simple feature engineering techniques […]

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Training category
Analytical
Type of training
Online
Length
2 days
Provider
Analysis Function Capability Team
Location
Online

Packaging and documentation

Description This course will teach you how to build packages using your own custom functions and import them in both Python and R. Packaging is a nice tidy way to reuse and share functions you have created. Some prior knowledge of Python or R is required. Learning Objectives understand what packages are how to install packages […]

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Training category
Analytical
Type of training
Online
Length
Four hours
Provider
Analysis Function Capability Team
Location
Online

Python control flow loops and functions

Description Loops, Control Flow and the ability to write your own functions are valuable programming tools. Use of these tools help to reduce repetition in code; improving readability and following good coding practices. This short course covers and introduction to these topics and demonstrates areas for additional learning. Learning outcomes By the end of the […]

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Training category
Analytical
Type of training
Online
Length
3 hours
Provider
Analysis Function Capability Team
Location
Online

R control flow loops and functions

Description Loops, control flow and the ability to write your own functions are valuable programming tools. Use of these tools help to reduce repetition in code; improving readability and following good coding practices. This short course covers and introduction to these topics and demonstrates areas for additional learning. Learning outcomes By the end of the […]

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Training category
Analytical
Type of training
Online
Length
3 hours
Provider
Analysis Function Capability Team
Location
Online

Statistics in R

Description This course covers a range of statistical methods and how to use them within R. It contains both theory, and practical examples of how to use the R language to perform a wide selection of statistical tests, explore regression and modelling, both simple regression, and more complicated generalised linear models. Prior knowledge of R […]

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Training category
Analytical
Type of training
Online
Length
12 hours
Provider
Analysis Function Capability Team
Location
Online

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