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MSc - AI's Projects

aiproject icon aiproject

You are requested to accurately estimate the Case-by-Case Length of Stay for each patient so that hospitals can use them for optimal resource allocation and better functioning.

leafclassification icon leafclassification

There are estimated to be nearly half a million species of plant in the world. Classification of species has been historically problematic and often results in duplicate identifications. The objective of this playground competition is to use binary leaf images and extracted features, including shape, margin & texture, to accurately identify 99 species of plants. Leaves, due to their volume, prevalence, and unique characteristics, are an effective means of differentiating plant species. They also provide a fun introduction to applying techniques that involve image-based features. As a first step, try building a classifier that uses the provided pre-extracted features. Next, try creating a set of your own features. Finally, examine the errors you're making and see what you can do to improve.

networksimulation icon networksimulation

Endüstriyel Mobil Kablosuz Ağların Optimum Kapsama Alanı için Anahtar Düğümlerin Verimli Dağıtımı

spamemail icon spamemail

This dataset is collected from here. I just used enron1 folder. It contains two folders of spam and ham. Each folder contains emails. I iterated to each text file of those folders and created a dataframe and written to a csv file. This can be helpful for others.

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