/ML-Projects

A collection of machine learning projects i did using Kaggle Data

Primary LanguageJupyter Notebook

Data Science & Machine Learning Projects Kaggle

This is a collections of Data Science & Machine Learning Projects I did to practice data science, machine learning, data analysis, exploration, visualization etc using dataset from Kaggle

Built with

Machine learning & Data Science Libraries

  • NumPy
  • Pandas
  • Scikit-learn
  • Keras
  • NLTK

Data Visualization Libraries

  • Matplotlib
  • Seaborn
  • Plotly
  • Bokeh

Tools

  • Jupyter Notebook
  • Google Colab
  • Kaggle

Projects

Titanic Survival Prediction - Classification Project

  • This project uses machine learning to predict whether a passenger in the titanic boat will survive or not
  • Using data from Kaggle Titanic Dataset

Heart Failure Prediction - Classification Project

  • This project uses machine learning to predict whether a patient will most likely have a heart failure or not
  • Using data from Kaggle

House Price Prediction - Regression Project

  • This project uses machine learning to predict the house price from features regarding the house
  • Using data from Kaggle

Natural Language Processing Projects

Fake or Real News Classification from news article - NLP

  • This project uses machine learning to predict whether a news article may be classified as fake or real news

Computer Vision Projects

Face Mask Detection - MASK/UNMASKED

  • This project uses computer vision and Convolutional Neural Network to predict whether an image of a person is wearing a mask or not

American Sign Language Recognition - Computer Vision

  • This project uses computer vision and to predict whether an image of a hand sign language is which letter in the ASL