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: