Included Chapters: All topics.

You will do group presentations:

Mini project Presentation: $5$ Marks $($plus$,$ the Report $5$ marks$).$

The presentation & Report should cover the:

Model Training & Testing

Preparing the chosen Dataset

Extract necessary features.

Build a model

Predict prediction or classification based on the problem.

Evaluate model performance $($Like MSE, MAE, RMSE, R$-$squared OR using accuracy, Precision, Recall, F$1$ Score etc.$)$

Use Machine Learning on any of the following fields. $($Select ONE to work on$)$

Automation

Banking and Finance

Credit card fraud detection

Cybersecurity

Email Spam and Malware detection and filtering

Gaming

Healthcare

Image Recognition

Language Translation

Object detection and tracking

Product Recommendation

Self$-$driving cars

Speech Recognition

Sports

Stock Marketing and Trading

Transportation and Traffic Prediction

Virtual Personal Assistances