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Analytics & Data Science

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14 courses found
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Advanced Data Science for Innovation
Advanced Data Science for Innovation
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Advanced Data Science for Innovation

Take the next step in solving complex business problems with innovative solutions using advanced machine learning and data science tools. [6 wks, avg 14 hrs/wk]

Applied Data Science for Innovation
Applied Data Science for Innovation
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Applied Data Science for Innovation

Learn how to solve challenging business problems and drive innovation using machine learning and related data science tools. [6 wks, avg 14 hrs/wk]

Data Literacy: Telling Data Stories
Data Literacy: Telling Data Stories
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Data Literacy: Telling Data Stories

Learn how to craft a compelling data story using statistical analysis and data visualisation. [8 wks, avg 6 hrs/wk]

Crunch: Learning Analytics for Performance Improvement
Crunch: Learning Analytics for Performance Improvement
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Crunch: Learning Analytics for Performance Improvement

Immerse yourself in the power of learning analytics to improve education and training outcomes for learners. [6 wks, avg 12 hrs/wk]

Design: Designing for Learning
Design: Designing for Learning
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Design: Designing for Learning

Explore learning design theories, models and approaches that will enrich the learner experience and enhance your professional practice. [6 wks, avg 12 hrs/wk]

Data Visualisation Foundations
Data Visualisation Foundations
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Data Visualisation Foundations

Get started in data visualisation – learn about and compare key tools and methods to visualise big data. [10 wks, avg 5 hrs/wk]

Understanding Data: Linear Regression Models for Interpretation and Prediction
Understanding Data: Linear Regression Models for Interpretation and Prediction
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Understanding Data: Linear Regression Models for Interpretation and Prediction

An introduction to modelling continuous response data using linear regression. [5 wks, avg 8 hrs/wk]

Understanding Data: Making Population Statements with Samples
Understanding Data: Making Population Statements with Samples
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Understanding Data: Making Population Statements with Samples

An introduction to statistical tools used to form inferences about populations from data samples. [4 wks, avg 10 hrs/wk]

Understanding Data: Statistical Models for Binary Outcomes
Understanding Data: Statistical Models for Binary Outcomes
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Understanding Data: Statistical Models for Binary Outcomes

An introduction to modelling binary response data using logistic regression. [4 wks, avg 10 hrs/wk]

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