Understand the online shopper purchasing pattern through Machine learning
https://www.kaggle.com/competitions/e-commerce-shoppers-behaviour-understanding/overview
Milestones and activities:
Followed following milestones plan:
Milestone 1: (~ 2 Weeks) 31 Dec 2022 Data loading and preprocessing.
Milestone 2: (~ 2 weeks) 15 Jan 2023 Building baseline model. Tune hyperparameters of the model.
Milestone 3: (~ 3 Weeks) 7 Feb 2023 Apply KNN, SVM models. Tune hyperparameters of the model.
Milestone 4: (~ 3 Weeks) 28 Feb 2023 Apply CART, Bagging and Boosting and MLP. Tune hyperparameters of the model.
Milestone 5: (~ 2 Week) 15 March 2023 Repeat ML end to end process again with insights into the dataset.
Milestone 6: Submit the project.