simple-regression

A collection of some of my R Projects

A project based on FIFA players dataset from www.kaggale.com

Machine Learning (ML) by using Python

I have applied the fundamental idea of Linear Regression with Single Variable input. I implemented the Gradian Descent algorithm simply from scratch with no libraries such as Scikit-Learn. I just used NumPy.

Artificial Intelligence -> Machine Learning (ML) -> Supervised Learning -> Regression -> Simple Regression

Regression projects including simple linear and logistic regression implemented in both Python and R.

Machine learning code includes various regression techniques. By ↃK.

Simple regression on Height and weight

This project builds and trains a regression model to predict the next day's stock closing price using historical market data. The model is based on a fully connected deep neural network (FCNN) built with TensorFlow/Keras.

Some R Projects - (Chi Square, K-Means, Sentiment Analysis, Simple Regression, T-Test)

Repositório contendo os códigos da disciplina Métodos Quantitativos Aplicados à Administração de Empresa I, ministrada pela professora Ana Amélia, na Escola de Artes, Ciências e Humanidades (EACH) na Universidade de São Paulo (USP)

R programming scripts for statistical data analysis and visualization. Includes data cleaning, descriptive statistics, hypothesis testing (t-tests, ANOVA), correlation, regression modeling, and visualizations using ggplot2 and tidyverse.

Use Boston data to carry out simple Regression, LASSO polynomials, Decision Trees and Random Forest techniques.

This Project is for a 3MTT NextGen Cohort Mini Project on AI/ML. This project involves using Simple Linear Regression to make marketing ROI analysis. This project helps you understand how data science translates raw data into actionable marketing insights.

Explore applied statistics in R with hypothesis testing, correlation, and regression for clear data analysis and modeling