Data Science and ML Projects Series

Vertical series ( One post that will house all the projects as we build/implement them)

Welcome back peeps! Holiday season has started and before I jet off to my holidays, here’s something new that I have started which will help you build your Data science and ML skills through projects.

Here are the upcoming projects —

Project Name: Cleaning Categorical Data in a Survey Dataset

Description: Demonstrate techniques like encoding categorical variables, handling inconsistent entries, and managing ordinal vs. nominal data.

Subscribe Youtube Link : Project Link Coming Soon!

Project Name : House Price Prediction

Description: To predict house prices based on various features like size and location using regression models. We will evaluate the models using R², RMSE, and MAE, and visualize the results using Plotly.

Subscribe Youtube Link : Project Link Coming Soon!

Project Name : Credit Card Fraud Detection

Description: To detect fraudulent activity, employing models such as Random Forest and Gradient Boosting. We will evaluate the models using precision, recall, and F1 score, focusing…