Top 7 beginner projects in Machine Learning

hey guys well in my previous article we get a knowledge about machine learning models and machine learning algorithms and today in this article i would be telling you about top 7 most popular and easy machine larning models so lets start

the very first model is very basic and it was my very first model

well in this article i would be mentioning all the concepts and thier projects article in which there are source code and will guide you how to built a model

House Prediction model

well in this model we will use linear regression model to predict prices of houses we will input things like area of house, locality and some other things like that and it will tell you that what can be the price of the house be

Project link

House prediction model — linear regression

What is Linear regression?

Titanic survivor

another basic model made using logistic regression which will predict whether a person will survive or not if he was in the titanic

Project link

Titanic survivors — logistic regression

What is Logistic regression ?- introduction to machine learning models

Position salary

in this model we will be using the polynomial regression model and we will make a model that will predict what will be the salary of the person at a specific position

Project link

position salary — polynomial regression

What is Polynomial Regression ?

Vehicle insurance

in this model we will be using the random forest classifier model we will make a model that will predict whether a person will buy insurance for his or her vehicle or not

Project link

Vehicle insurance — Random forest classifier

What are Random forests ?

Travel insurance — Decision tree classifier

in this model we will be using the decision tree classifier model we will make a model that will predict whether a person will buy travel insurance or not

Project link

Travel insurance — Decision tree classifier

what is Decision tree ?- an introduction to machine learning algorithms

Iris classification — Support Vector Machine (SVM)

In this model we will be using Support Vector Machine (SVM) we will predict that what is the class of the iris plant

Project link

Iris classification — Support Vector Machine

What is support vector machine (SVM) ?

Position salary — Support vector regression (SVR)

in this model we will be using the support vector regression (SVR) model we will make a model that will predict what will be the salary of the person at a specific position

Project link

Position salary — Support vector regression (SVR)

What is support vector regression (SVR) ?

conclusion

Well, I hope this article has helped you understand models and their codes. You may use the link to search for a model and learn more about it.