Evaluate the predictive modelling capability

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Reference no: EM133865853

Artificial Intelligence and Machine Learning

Assessment - Building and Analysing Advanced Machine Learning Models

Task
Evaluate the predictive modelling capability of neural network-based models in the Orange Data Mining Application. The assessment will involve implementing predictive models using software and solving various machine learning problems encountered in business.

Assessment Description
Neural Networks, including applications in deep learning, have recently become popular. Business Analytics professionals can run basic Deep Learning applications via browsers and no-code platforms, as the algorithms use hardware accessed via the cloud.

In this assessment, you will implement and evaluate Neural Network-based models (e.g., image and text classification) using Orange Data Mining software. You will be provided with datasets.

Assessment Instructions

Individual (In-class): You will complete a computerised questionnaire covering key Machine Learning concepts relevant to creating and evaluating models, including Neural Networks and image and text classification (SLO 2). You will be required to use Orange to create analytics workflows to solve common problems encountered in industry implementation (SLO 1) and evaluate the benefits (SLO 4).

Reference no: EM133865853

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