Training courses

Showing 74 training courses

Introduction to Bayesian Data Analysis

Description This short course is designed to introduce learners Bayesian Analysis and how it can be applied within both the R and Python programming languages. This course assumes that you have basic statistical and mathematical knowledge. No prior knowledge of Bayesian analysis is required. This course also assumes basic R and Python knowledge as demonstrated […]

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

Introduction to Continuous Integration

Description This short course is designed to introduce learners to modern software development approaches. It looks at how DevOps, CI or CD philosophies and accompanied tools allow development teams to take care of issues that may lead to software failure. It focuses on Continuous Integration in particular and studies how this approach allows maximization of […]

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

Introduction to Data Linkage

Description This course consists of a series of online taught classes, aimed at introducing participants to the principles, theory, and practice of data linkage. Data linkage provides insight, informs policy change, and helps answer society’s most important questions by increasing the utility of data. Pre-requisites Awareness in data linkage Learning outcomes By the end of […]

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Training category
Analytical
Type of training
Face to face, Online
Length
Four half day sessions
Provider
Analysis Function Capability Team
Location
Online

Introduction to data privacy in Python and R

Description We are living in an age where we generate data through various things such as smartwatches, Alexa, phones, sensors among others that surround us in our everyday lives. These vast data often referred to as “big data”, primarily characterised by their high volume, high velocity, and high variety (3Vs). This element makes data a […]

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Training category
Analytical
Type of training
Online
Length
4-6 hours
Provider
Analysis Function Capability Team
Location
Online

Introduction to machine learning in Python

Description Machine learning is becoming more and more integrated in modern data analysis. Before performing advanced prediction, basic concepts in machine learning modelling must be understood and applied. In this course you will learn about a range of machine learning topic areas as well as how to actually perform the modelling operations using the Python […]

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Training category
Data science
Type of training
Online
Length
3 days
Provider
Data Science Campus
Location
Other

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