Simulations for the paper "Deep Learning for the Gaussian Wiretap Channel by Rick Fritschek, Rafael F. Schaefer, Gerhard Wunder"

Machine/Deep Learning Concepts in Time Series Context!

Healthcare data

Electronic Music Classification ML

Machine Learning Drug Classification

Classifies IMDb movie reviews as positive or negative using NLP.

Prediction of creditworthiness for issuing a credit card

Increase processing efficiency via principal components analysis

This data analysis finds out the trends and analysis of avocado data by year

Predict whether customers will purchase a product by implementing KNN model

Process of converting a categorical features values into meaningful numerical values. OneHotEncoding is a method to convert categorical data into a binary (0 or 1) format so that it can be used in machine learning models. Each unique category becomes a new column, and a row has 1 in the column of its category and 0s elsewhere.

PROVA DATA SCIENCE HACKATÓ

Realizo una reducción de dimensionalidad a dos datasets AnsurMen.csv y AnsurWomen.csv

Performed Exploratory Data Analysis on a flight ticket price dataset to uncover key insights. Analyzed features like duration, stops, departure time, and airline. Identified patterns, handled missing data, and visualized factors influencing ticket prices for better prediction.