This Portfolio is a compilation of all the Data Science and Data Analysis projects I have done for academic, self-learning and hobby purposes. This portfolio also contains my skills. It is updated on the regular basis.
- Email: mgrguber@gmail.com
- LinkedIn: linkedin/bit-guber
The goal of this competition is to assess the quality of summaries written by students in grades 3-12. Paticipation will build a model that evaluates how well a student represents the main idea and details of a source text, as well as the clarity, precision, and fluency of the language used in the summary.
I can find my solution here
It live now Crunchyroll Web Scraping and Basic Analysis In this project I make data pipeline from crunchyroll websites scraped data, ETL process scripts and gather few insights of crunchyroll anime community
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- Simple Analysis of Cardiovascular Diseases Risk Prediction Dataset that present on kaggle notebook
- Methodologies: Machine Learning, Deep Learning, Time Series Analysis, Natural Language Processing, Statistics, Explainable AI, A/B Testing and Experimentation Design, Big Data Analytics
- Languages: Python (Pandas, Numpy, Scikit-Learn, Scipy, Keras, SeaBorn, Matplotlib), SQL, C++, Rust, Javascript, HTML, CSS
- Tools: MySQL, PowerBI, Git, PySpark, MS Excel, Nltk, Transformers models(such as bert, gpt2, deberta-v3, etc..)