ATM Cash Management Cost Simulation
The objective of this project is to simulate the costs associated with managing an ATM cash balance over a 360-day period.
ATM Cash Management Cost Simulation
Credit Default in Python
Credit default project, in which I tested different simulation models for credit data to see which one is best suited to create a prediction of who will and won't repay the debt. The goal of the project is to find the best model for the dataset using model quality assessment methods.
NLP with semantic search
In this project, I show that we can retrieve relevant Marvel Comics using various python libraries alongside NLP methods like the bag-of-words (BoW) model for feature extraction from text & dictionary building, the Tf-Idf model to identify the most important words and the MatrixSimilarity model to find similar comics.
Amazon Web Scraper
The purpose of this web scraper is to extract information about products on Amazon, such as the product title, price, rating, number of reviews, and product description. This data can then be used for analysis or to inform business decisions.
COVID Data Exploration
The purpose of the project is to show how to use SQL to extract insights from COVID-19 data. The project covers various topics such as importing data from different sources, cleaning and preprocessing data, and performing SQL queries to analyze the data.
EDA in Databricks
Exploratory Data Analysis (EDA) is a crucial step in the data analysis process where the goal is to analyze and summarize the main characteristics of a dataset. EDA helps analysts to get a better understanding of the data, detect patterns, identify relationships, and detect outliers or anomalies.
Crypto Auto API Pull
In this project, I automated an API pull, as well as cleaned up the data. Finished with visualizations to better showcase the results.
Location
Poznań,
Poland
poplawski.sebastian94@gmail.com
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