Reference no: EM133817523

Artificial Intelligence and Machine Learning

Assessment - Building and Analysing Advanced Machine Learning Models

Task
Evaluate the predictive modelling capability of neural networks-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
There has been a recent advent of Neural Networks including applications in deep learning. Analytics professionals can run basic Deep Learning applications via the browser and no-code platforms as the algorithms use hardware accessed via the cloud to provide the required performance.

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

Assessment Instructions
Individual (In-class): As an individual, you will complete a multiple-choice computerised quiz that assesses your understanding of neural networks, image classification, text classification, and general knowledge of machine learning. Certain quiz questions will require you to use Orange to create prediction workflows and solve puzzles. Get Homework Help Now!