Pinned

1. ML-Exercise_Cervical-Cancer_Classification ML-Exercise_Cervical-Cancer_Classification Public

   Machine Learning Exercise: Using Logistic Regression, KNN and Decision Tree to classify Biopsy on Cleaned Cervical Cancer data from Kaggle

   Jupyter Notebook 2

2. FTW-Capstone_Second-Hand-Cars-in-PH FTW-Capstone_Second-Hand-Cars-in-PH Public

   This is a capstone project for FTW Foundation Data Science program that predicts the price of second-hand cars, and created by Elyse Go, Nicole Lumagui, Bernadette Misa and Jero Santos.

   Jupyter Notebook 1 1

3. ML-Exercise_Advertising_Linear-Regression ML-Exercise_Advertising_Linear-Regression Public

   Machine Learning Exercise: Using Linear Regression to predict Sales on Advertising data from Kaggle

   Jupyter Notebook 4

4. ML-Exercise_Lymphography_Classification ML-Exercise_Lymphography_Classification Public

   Machine Learning Exercise: Exploring the concept of Upsampling / Oversampling and using KNN, Decision Tree and Random Forest to predict Class on Lymphography data from UCI.

   Jupyter Notebook 2

5. ML-Exercise_Pima-Indians-Diabetes_Classification ML-Exercise_Pima-Indians-Diabetes_Classification Public

   Machine Learning Exercise: Using Logistic Regression, Naive Bayes and Random Forest to classify people with and without diabetes based on Pima Indian data from Kaggle

   Jupyter Notebook 1 2

6. ML-Exercise_Telco-Customer-Churn_Classification ML-Exercise_Telco-Customer-Churn_Classification Public

   Machine Learning Exercise: Exploring categorical plots, LabelEncoder, pipelines and GridSearchCV using Telco Customer Churn data from Kaggle

   Jupyter Notebook 1