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Michal Dvořáček

Data Scientist

Based in Prague

About

I am a 3rd year bachelor's student at FIS VŠE in Prague (Data Analytics program). I have knowledge in the areas of web technologies (HTML, basics of JS, Wordpress editorial program), programming (Python, R), databases (Oracle SQL Developer, pgAdmin PowerBI), theoretical knowledge of mathematical statistics, regression modeling, basics of machine learning and deep learning (neural networks), cloud computing, text analytics, and I am also familiar with XML markup languages.

Skills

Projects

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Data Management Technologies

Building a Data Model, generating data using SQL, joining dimensions, creating FT, analyzing data using OLAP and OLTP, querying

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Forecasting Brent Prices

The analysis aims to predict the real Brent price using regression and ML models (ARIMA, GARCH)

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Text Analysis

Analyzing Disneyland Reviews from all over the world (dataset from Kaggle)

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Data Scraping in Python

Using Python libraries for data scraping of a books dataset.Installing libraries like BeautifulSoup and requests. Sending HTTP requests to book websites. Parsing HTML content using BeautifulSoup. Extracting relevant book details (title, author, etc.). Storing data in a preferred format (CSV).

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HTML/JS Project – Millionaire

A JavaScript millionaire game utilizing an API for trivia questions. Fetching questions, displaying options, tracking score.

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Experience

03/2024-06/2024

Internship

Škoda Auto