Salman Hameed

I am excited to share my project "Udemy Course Price Prediction" an innovative machine learning project that revolutionizes the analysis of Udemy courses! With this project, I delve into the vast realm of Udemy courses and uncover valuable insights to drive informed decisions. By harnessing the power of Flask, Ajax, and other cutting-edge technologies, I have created an intuitive and visually stunning interface that brings my models to life.

The problem we aim to solve is twofold. For creators, understanding the optimal pricing strategy can significantly impact revenue generation and course popularity. Meanwhile, customers benefit from transparency and the ability to make informed decisions based on predicted prices. My project bridges this gap, empowering both sides of the Udemy ecosystem.

My meticulous building workflow encompasses data exploration, cleaning, visualization, and modeling. I leverage powerful algorithms like Decision Trees, Random Forests, Gradient Boosting, and more, constantly striving for the highest accuracy and precision. Discover the vital features that influence course pricing and gain a deeper understanding of the factors that drive course popularity.

I didn't stop there! I went beyond traditional models, embracing cutting-edge approaches like Keras, Linear Regression, MLPRegressor, and xgb. Witness the birth of a hybrid model that combines the best of different approaches, creating a synergy for unparalleled performance.

The culmination of my efforts is a captivating real-time web application that brings my models to life. With an intuitive and visually stunning interface, you can predict the price of courses on the fly. Experience the power of Random Forest, Gradient Boosting, and my remarkable Hybrid Model, as you make informed decisions about course pricing and marketing strategies