A Preprocessing, Analytical and Modeling Case Study using Supervised ML Models
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Updated
Dec 3, 2020 - Jupyter Notebook
A Preprocessing, Analytical and Modeling Case Study using Supervised ML Models
To predict people's quality of life
Cross-validation, knn classif, knn régression, svm à noyau, Ridge à noyau
Numerical Methods: "Life Expectancy & Linear Regression" Group Project - 2nd Semester 2021 - Computer Science, UBA
A data mining project to analyse Airbnb's data of Berlin for the year 2020 using KDD
Housing Price Prediction Challenge
In the digital music era, understanding artist popularity on Spotify is vital. This project taps into Spotify's data, analyzing key factors driving artist prominence. Through our insights, we illuminate what sets successful artists apart in this dynamic platform.
Perceptron regressing revenue for an ice cream stand according to temperature.
Reduce the time that cars spend on the test bench. Work with a dataset representing different permutations of features in a Mercedes-Benz car to predict the time it takes to pass testing. Optimal algorithms will contribute to faster testing, resulting in lower carbon dioxide emissions without reducing Mercedes-Benz’s standards.
The "Advertising Impact Analysis" project aims to analyze the relationship between advertising expenditure across different channels (such as TV, radio, online) and its impact on sales or revenue.
This github repositiory contains the Flight Price Prediction project aims to develop a machine learning model to predict flight ticket prices based on various factors such as departure and arrival locations, dates, airlines, and other relevant features.
Built a few forecasting models to determine the demand for a particular product.
A demonstration of exploartory data analysis with hypothesis testing.
Machine/Deep Learning metrics implementation in python
This assignment is a programming assignment wherein you have to build a multiple linear regression model for the prediction of demand for shared bikes.
prediction with regression for salary_hike and delivery time dataset
A machine learning project that predicts car prices based on a dataset.
Analytics Vidhya presents “JOB-A-THON” - India's Largest Data Science Hiring Event, where 37,000+ candidates have participated for job roles in over 80+ top companies. You can be among them too! At JOB-A-THON, all Data Science enthusiasts, freshers and professionals will get the opportunity to showcase their skills and get a chance to interview …
A project showcasing the various steps involved in carrying out a basic linear regression task for prediction of a target variable.
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