Machine-Learning-Models

Some of the popular ML Models

1. Gold price prediction - predicts price of gold based on certain parameters.
   Dataset:https://www.kaggle.com/altruistdelhite04/gold-price-data
   Overview of data: This data file is a Comma separated value file format with 2290 rows and 7 columns. It contains 5 columns which are numerical in datatype and one column in Date format. Clearly the data shows value of the variables SPX,GLD,USO,SLV,EUR/USD against the dates in the date column.

2. Heart disease prediction - predicts if a person has heart disease or not.
   1--> True(Heart disease)
   0--> False(No Heart disease)
   Dataset:https://www.kaggle.com/johnsmith88/heart-disease-dataset
   Overview of data: $ age $ sex $ chest pain type (4 values)
   $ resting blood pressure
   $ serum cholestoral in mg/dl
   $ fasting blood sugar > 120 mg/dl $ resting electrocardiographic results (values 0,1,2) $ maximum heart rate achieved $ exercise induced angina $ oldpeak = ST depression induced by exercise relative to rest
   $ the slope of the peak exercise ST segment
   $ number of major vessels (0-3) colored by flourosopy
   $ thal: 0 = normal; 1 = fixed defect; 2 = reversable defect

3. Car price prediction - predicts car prices using Linear and Lasso regression models. Dataset:https://www.kaggle.com/datasets/nehalbirla/vehicle-dataset-from-cardekho?select=car+data.csv Overview of data: $ name
   $ year
   $ selling price
   $ km driven
   $ fuel
   $ seller type $ transmission
   $ owner

                lot more to come...!