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Shilpa Sayura AI's Projects

malware-detection-dl icon malware-detection-dl

Firstly, we generate images from benign and malware executable files. Secondly, by using deep learning, we train a model to detect malware files. Then, by the trained model, we try to classify a file as malware or not. By using malware images and deep learning, we can detect malware fast since we do not need any static analysis or dynamic analysis.

math-for-dl icon math-for-dl

Source code for the book "Math for Deep Learning" (No Starch Press)

math-for-ml-ds icon math-for-ml-ds

Master the Toolkit of AI and Machine Learning. Mathematics for Machine Learning and Data Science is a beginner-friendly Specialization where you’ll learn the fundamental mathematics toolkit of machine learning: calculus, linear algebra, statistics, and probability.

matplotlib-tutorial icon matplotlib-tutorial

Source code to go along with my tutorial to learn data visualization with the matplotlib library of Python

ml-android-app-inventor icon ml-android-app-inventor

This repository is about building an Android app using MIT App Inventor by using a ML model hosted as API on Ngrok.

ml-class icon ml-class

Machine learning lessons and teaching projects designed for engineers

ml-competitions icon ml-competitions

Various notebooks covering machine learning concepts and Kaggle competitions (images)

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