Samsung Human Activity detection

This project is a part of my Small Projects series with the objective of taking a practical approach into machine learning.

Project Status: On-Hold

Project Intro

The purpose of the project is to classify the activities based on the sensor's data we have.

Methods used

• Data Visualization
• Exploratory Analisis
• PCA
• KMeans
• tSNE
• SVC
• LGBMClassifier

Technologies

• Pandas
• Jupyter Notebook
• Scikit learn
• Scipy
• Seaborn

Notebooks

• Exploratory Data Analisis on Samsung Activity dataset