Create Logistic Regression ML Model #machinelearning #python #logisticregression

In this video, we have created a simple Logistic Regression model with Python. Aim : Creating a model to predict whether a person will buy the insurance or not. Logistic Regression - To solve classification problems. Predicted Value (Y) is categorical / discrete. Binary Classification - It has outcome as Yes/No or True/False. Multiclass Classification - It has multiple categories for outcome. In binary classification, the outcome is either 0 or 1 (Between 0-0.5 = 0 : Between 0.5-1 =1 ). Sigmoid - It is a mathematical function having a characteristic S-shaped curve or Sigmoid curve. This curve exists between 0 and 1. It is especially used for models where we have to predict the 'Probability' as an output, because the probability exists between 0 and 1. It converts the input into range 0 to 1. Step 1 - Importing Necessary Libraries Step 2 - Importing the data-set Drawing a Scatter plot to see the distribution of data-points Step 3 - Training the model Step 4 - Start Making Predictions Checking the score of the model ---------------------------------------------------------- Download dataset used in this video : https://drive.google.com/file/d/1t_0eldLW5TgmbSO1mcN6xh6niaTplRFS/view?usp=sharing ....................................................................... Get - Data Analyst Self Study Material ( Rs.450 ) - https://rzp.io/l/dslstudymaterial ....................................................................... Get - Python Pandas Notes ( Rs.99 ) - https://rzp.io/l/pandas-notes ....................................................................... Contact Mail Id : [email protected] ....................................................................... You can check our other videos : Multiple Linear Regression Model : https://youtu.be/iDL1zmw1zXA Simple Linear Regression Model : https://youtu.be/eyWRHJo6IeM Data Analytics Projects: Project 7 - https://youtu.be/AO5uhxa1R84 Project 6 - https://youtu.be/e1zKFSrKeLs Project 5 - https://youtu.be/q-Omt6LgRLc Project 4 - https://youtu.be/89eYAAPyRfo Project 3 - https://youtu.be/GyUbo45mVSE Project 2 - https://www.youtube.com/watch?v=fhiUl7f5DnI Project 1 - https://www.youtube.com/watch?v=4hYOkHijtNw #python #machinelearning #datascience