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Unit DS05: Time Series Analysis
Nov 04 2024
89.00
1. Assess the concepts and uses of time series analysis and test for stationarity in time series data.
Mar 12 2023
79.00
1.1 Create time series object in R and Python correctly including decomposing time series and assessing different components.
Mar 12 2023
79.00
Unit DS04: Advanced Predictive Modelling
Mar 12 2023
89.00
2. Develop applications of multinomial logistic regression and ordinal logistic regression.
Mar 12 2023
79.00
2.2 Develop models for nominal and ordinal scaled dependent variable in R and Python correctly.
Jun 12 2023
69.00
1.1 Evaluate when to use Binary Linear Regression correctly.
Mar 12 2023
79.00
Unit DS03: Fundamentals of Predictive Modelling
Mar 12 2023
79.00
3.1 Develop models and implement them on testing data in accordance with the specification.
Mar 12 2023
79.00
1.2 Develop linear models using the lm function in R and the .ols function in Python.
Jun 08 2023
79.00
Unit DS02: Statistical Inference
Apr 15 2023
79.00
3.3 Define a linear model for ANOVA/ANCOVA.
Apr 15 2023
79.00
1.1 Analyse the statistical distribution of a discrete random variable.
Apr 15 2023
79.00
1.7 Evaluate the concept of sampling distribution (t, F and Chi Square).
Jun 04 2023
79.00
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