Habib Mrad's Projects
Everything ML !
Curated list of tools and resources related to the use of machine learning for cyber security
Machine Learning for Cybersecurity Cookbook, published by Packt
Machine Learning (ML) has changed the way organizations and individuals use data to improve the efficiency of a system. ML algorithms allow strategists to deal with a variety of structured, unstructured, and semi-structured data. Machine Learning for Healthcare Analytics Projects is packed with new approaches and methodologies for creating powerful solutions for healthcare analytics.
Published by Packt
Machine Learning for Medicine
A base solution that helps to generate insights from their data. The solution provides a framework for an end-to-end machine learning process including ad-hoc data exploration, data processing and feature engineering, and modeling training and evaluation. This baseline will provide the foundation for industry specific data to be applied and models created to release industry specific ML solutions.
Image Recognition with Deep Learning using Convolution Neural Networks (CNN).
A list of cybersecurity projects that use machine learning techniques
Machine learning projects applied to healthcare
Predict length of stay and hospital readmission of patients in a hospital.
A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.
Monthly Series - Machine Learning Top 10 Open Source Projects
Machine Learning studies at Brandeis University, with my best friends Ran Dou, Tianyi Zhou, Dan Mduduzi, Siyan Lin.
Machine Learning Resources, Practice and Research.
A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.
Python programming skill set with the toolbox to perform supervised, unsupervised, and deep learning, learn how to process data for features, train your models, assess performance, and tune parameters for better performance. natural language processing, image processing, and popular libraries such as Spark and Keras.
machine learning and deep learning tutorials, articles and other resources
Machine Learning with Python Track Datacamp
Code Repository for Machine Learning with Real World Projects, Published by Packt
Draft of the Machine Learning Yearning book
Korean translation of machine learning yearning book by Andrew Ng.
This is the code for "Machine Learning & Neuroscience" By Siraj Raval on Youtube
Machine learning and deep learning resources
My summary of Andrew Ng's cs229n slides