✨ An authorial set of fundamental python recipes on Data Science and Analytics.

My Kaggle Projects

Data Science notebooks

A Jupyter Notebook stack for example business analytics cases + a simulation study

This repo features Kaggle notebooks with data science projects, including EDA, predictive analytics, and competition entries. It highlights practical applications of ML techniques and showcases continuous skill development in data science.

Data science encompasses a wide range of areas, topics, and sub-domains such as Big Data, Machine & Deep learning (ETL, TensorFlow, Keras), Data Mining/Visualization (EDA), BI, Predictive Analytics, Statistical Analytics, etc.

Predictive analysis using logistic regression to determine college admissions based on CET scores. This project includes detailed steps for data preparation, model training, and evaluation using Python and scikit-learn in a Jupyter Notebook environment.

Jupyter notebook for ANZ Australia Data@ANZ Program

Repository Containing PPT, Jupyter notebooks, Plotly Dashboard Code, Datasets (csv)

A Jupyter notebook that presents a data science solution to predict the likelihood of hospital readmission for patients, in response to the Hospital Readmissions Reduction Program (HRRP).

🚨 👮 🕵️‍♂️ A simple project based in Data Science and Data Analysis for Criminology and Forensics worldwide. This project was built using Jupyter Notebook and Python, with the support of some libraries for Data Science and Data Visualisation, like NumPy, Matplotlib and Pandas. This project shows an intensive and detailed study case about some ind…

A collection of the scripts and notebooks I wrote as part of my Data Science Bootcamp capstone project

Elementary Differential Equations and Linear Algebra, Computer Engineering at KMITL. Linear Regression Project about Petrol Prediction using Jupyter Notebook

This repository contains a notebook that predicts future values for temperature and pressure, storing the results in a CSV file. These predictions are subsequently used to determine the operational status of a motor. Additionally, the notebook generates visualizations of the predicted temperature and pressure values.

This repository contains a Jupiter notebook which describes how to use basic machine learning tools such Scikit-Learning, Pandas, and Numpy for buiding models.

Implementation of Logistic Regression from scratch to predict the sex of penguin based on species, island and age using Python, Jupyer Notebook, Numpy, Pandas, Matplotlib

Um repositório em Python para armazenar códigos de exercícios da disciplina Análise de Dados e Big Data. Também, está presente o trabalho da disciplina, feito com o Jupyter Notebook.

Luca Albinescu's repository for doing Heart Rate Predictive Analytics. This repo contains a Jupyter Notebook for exploring a dataset and finding patterns for later training a Machine Learning Model that can predict heart rate given common metrics recorded by a wearable device.

My iPython notebook visualizes more than 20 thousand housing data points from Seattle, WA and builds prediction models via multiple linear regression. In other words, a housing price prediction model was built using multiple house features such as square footage, zip code, year build, lot size, and more.

Airbnb is an online marketplace for arranging or offering lodging, primarily homestays, or tourism experiences since 2008. NYC is the most populous city in the United States and also one of the most popular tourism and business place in the world. Airbnb NYC 2019 data contains listing activity and metrics. The dataset has been taken from https:/…