Multivariate Linear Regression

Linear Regression Analysis for Bike Rental System using Excel and R

Basic Machine Learning using Sklearn: 📈📉 Multivariate Linear Regression

Repository contains all assignment solutions and dataset that I used in completing this course

Preciting avocado prices using Facebook Prophet

This repository contains several machine learning projects done in Jupyter Notebooks

Linear Regression algorithm for two- and multi-dimensional feature space

In this repository, using the statistical software R, are been analyzed robust techniques to estimate multivariate linear regression in presence of outliers, using the Bootstrap, a simulation method where the construction of sample distribution of given statistics occurring through resampling the same observed sample.

Performed graphical and numerical EDA, correlation and residual error analysis, log normalization

Small Data Analysis Project as part of the Data Science bootcamp at neuefische.

Predict housing prices to help a startup complete a beta version of its product using Multivariate Linear Regression

Using 21 categorical and numeric features in a multivariate linear regression to find that 79% of a home price can be positively affected by a combination of certain features like location, square feet, condition and age of the home.

A hub that contains notebooks that implement Regression models, illustrates LR via Gradient Descent, compares K-means vs Spectral vs Hierarchical, compares PCA vs t-SNE

Machine learning: Practical applications

This code is designed from scratch. It also generates it own n-dimensional data set.

Machine learning algorithms

A multivariate time series forecasting of pollution data using ARIMA, LM & ARIMAX in R

Prediction of Abalone's age through its number of rings.