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Level 73 learning outcomes0 AI lessons

Learning Unit

Time Series Analysis

Part of Pathway Level 7 Diploma in Data Science. Study this unit through structured learning outcomes, sequenced lessons, and AI-supported academic guidance.

15
Credits
90
GLH
150
TQT
0
Lessons

Learning Outcomes

What learners will be able to demonstrate.

Outcome 1

Assess the concepts and uses of time series including decomposing time series and assessing different analysis and test for stationarity in time series components. data.

Outcome 2

Validate ARIMA (Auto Regressive Integrated 2.1 Identify p, d and q of ARIMA model using ACF (auto- Moving Average) models and use estimation. correlation function) and a PACF (partial auto-correlation function) to describe how well values are related.

Outcome 3

Implement panel data regression methods.

Assessment & Certificate

Complete the unit assessment.

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AI Lessons

Study in sequence, one lesson at a time.

AI lessons for this unit are being prepared.