Hey there! I'm Yonatan, a grad student at Tel Aviv University (TAU), specializing in Statistics and Data Science. Currently, I'm pursuing a master's degree in Statistics at TAU. In addition to my studies, I'm also gaining practical experience as a part of the data science team at Forter. I have a strong passion for machine learning, statistics, and data analysis, along with strong computer science skills including OOP and experience with technologies like git, spark, docker, elasticSearch, jenkins and more.
Here are some project that i did over the years:
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Object oriented programming (Java) - Some OOP projects in java.
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Statistical Learning and data analysis - Really interesting course that covered most of the topics in ISLR and in Advanced Data Analysis from an Elementary Point of View by Shalizi. Projects:
- Car accidents analysis -EDA and PCA.
- fMri data - Kernel regression, regularization methods, image analysis.
- Forest Cover Type - Naive bayes (raw implementation), feature engineering, classifiers (XGboost, svm, RandomForest and more).
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Decrypting Ciphertext Using Markov Chain Monte Carlo - link.
