Exploratory Data Analysis and Classification of the Malwares and Prediction of Malware in the system
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Updated
Jun 3, 2020 - Jupyter Notebook
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microsoft-malware
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Worked on Microsoft Malware Prediction Competition and used different data analysis techniques and machine learning models to predict the outcome of a malware
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Updated
Jul 18, 2020 - Jupyter Notebook
A multi-class classification problem where the task is to classify a file to one of 9 types of Malware usually found in a Windows system, using information from the raw data and metadata of the file.
machine-learning
data-mining
cross-validation
parallelization
feature-extraction
xgboost
bag-of-words
logistic-regression
t-sne
feature-engineering
random-search
parallel-processing
gradient-boosting
k-nearest-neighbors
univariate-analysis
microsoft-malware
multiprogramming
microsoft-malware-detection
multi-variate-analysis
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Updated
Jul 20, 2021 - Jupyter Notebook
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