README.md

# A collection of Data Science projects just for fun

Here I am making a collection of different Data Science Projects. The final idea is that you find what you are looking for. Will start with a kmean basic clustering and then we will see what else I can add.

Clustering

Scikit-Learn

KMean clustering models: ** Customers Clustering ** Business School Clustering ** IMDB Best 1000 movies Clustering

PySpark

Added a model that clusters Spotify Tracks and recommend artists

Classification

Scikit-Learn

Qualification

** Added a model that predicts the quality of a wine based on features such as citric acid and residual sugar

Forecasting

** Added a model that predicts next price variation of XAU-USD (By Day) ** Added Mumbai Rain Forecasting model ** Added model that predict California Crime for the next year

XGBoost

** Added a model that try to determine the Quality of Life by Evaluation Health

Linear Regression

PySpark

** Added a model that predicts data scientist salaries

Scikit-Learn

** Added a model that predicts california house prices ** Added a model that predicts data scientist salaries (LGBMRegressor)

LGBM-XGBoost

** Added a model that predicts 2025 Instagram Users by Country

Pytorch

** Added Customer Satisfaction Pytorch Model

Binary Classification

Scikit-Learn

** Added a simple model to try to predict and classify smokers and non-smokers ** Added various models to try to predict Titanic Survival

PySpark

** Added model that predicts heart disease ** Added model to predicts strokes

LGBM-XBoost

** Added various models to try to predict loan payment ** Added XGBClassifier model to predict loan approval ** Added XGBClassifier for fraud transaction detection

NLP

Tensorflow-keras

** Added a model that classify products between four categories by their description ** Added model that catalog mails between spam and ham ** Added a model that try to guess a movie review rate based on the review text of it. ** Added model that predicts Airline's review rates and recommendation

RNNs

Tensorflow-keras

Binary Classification

** Added model that predict diabetes condition

Image Recognition

** Added a model that recognize ducks ** Added a model that recognize Types of haircuts

MSE

** Added a model using keras that predicts Car Prices based on the car features and the company that made it ** Added a model using keras that predicts the Food Order Total Cost by day of the week and hour ordered. ** Added a model using keras that predicts students scores ** Added a model using keras that predicts students stress

EDA

** Added Suicide Stadistics EDA ** Added Super Market Sales EDA