IdanKanat (Idan Kanat) · GitHub

IdanKanat/README.md

👋 Hi, I’m @IdanKanat
👀 I’m interested in Data Science, AI & Machine Learning
🌱 I’m currently learning Data Science at TAU
💞️ I’m looking to collaborate on everything related to Data Science
📫 How to reach me:
By Mail: idankanat@gmail.com
Link to my Linkedin Profile: https://www.linkedin.com/in/idankanat

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FinalProject--DL-Speech-Decoding FinalProject--DL-Speech-Decoding Public

Final, award-winning B.Sc. Data Science project (TAU, 2025) with my teammate. Developed Deep Learning models (CNNs, GRUs) for vowel decoding from single-neuron brain signals of epilepsy patients. D…
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Jupyter Notebook
COVID_NLP_Advanced_DL_Project COVID_NLP_Advanced_DL_Project Public

This project, part of an “Advanced Topics in Deep Learning” course at TAU (2025), applied DL for COVID-19 tweet sentiment analysis. As a team of 2, we fine-tuned BERTweet & RoBERTa variants suited …

Jupyter Notebook
ML-Project ML-Project Public

This project was a major part of a course I took - "Introduction to Machine Learning" at TAU's faculty of engineering in 2024, during the 2nd year of my studies. The project is about a classificati…

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Causal_Inference_Student_Depression_Project Causal_Inference_Student_Depression_Project Public

This project, part of a "Introduction to Causal Inference" course at TAU (2025), analyzed the causal effect of high academic pressure on depression among students. As a team of 3, we used DAG-guide…
ETL-Project__BigDataEngineering ETL-Project__BigDataEngineering Public

This project was a major part of a course I took - "Big Data Engineering" at TAU’s Faculty of Engineering, during the 3rd year of my studies (2025). As the 1st course assignment, along with my 2 te…

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