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Itsdru's Projects

datac-tchallenges icon datac-tchallenges

Using Python Pandas to clean and transform an anonymized version of a dataset.

milkgrade icon milkgrade

A model that makes proper classifications for new milk samples.

noshow-appointments icon noshow-appointments

This dataset collects information from 100k medical appointments in Brazil and is focused on the question of whether or not patients show up for their appointment. A number of characteristics about the patient are included in each row.

project-prosperloandata icon project-prosperloandata

This project has two parts that demonstrate the importance and value of data visualization techniques in the data analysis process. "Part I : Exploratory Data Visualization" and "Part II : Explanatory Data Visualization".

streamlit_prophet icon streamlit_prophet

Deploy a Streamlit app to train, evaluate and optimize a Prophet forecasting model visually.

tweets-sentimentanalysis icon tweets-sentimentanalysis

A simple machine learning solution to detect the sentiment of a tweet, whether it was negative or positive.

weratedogs icon weratedogs

WeRateDogs is a twitter account which share dog images and write a brief panegyric about the dog, then they let their followers to rate it by favoriting it. The goal is to go through the whole data analysis process — collecting the data, cleaning the data, analyzing the data and finally visualizing the data with emphasis on data wrangling.

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