/ML-Project

This branch consists of Data science projects from KAGGLE and other open source datasets.

Primary LanguageJupyter Notebook

Overview

The goal of this repository is to provide solutions for Kaggle's Data Science competitions . It also includes solutions for other projects on Machine learning alogorithms. I'll keep updating the readme file as I upload more projects solution

As of now, the solutions to three projects are provided:

  • Kaggle: Titanic survival prediction
  • Kaggle: Housing Price prediction using SVM and advance regression technique
  • Energy Output prediction for a power plant using ANN
  • Implementation of CNN with image augmentation on CIFAR-10 Dataset

Procedure

The tasks required to solve in the datasets are proceded in the following manner:

  • Import Libraries and Load Dataset
  • Numerical Summary
  • Exploratory Data Analysis
  • Train-Test Split
  • Model Development
  • Further Discussion

Links to Dataset:

You can download the datasets either from this repo itself or they can be found here: