Using Artificial Neural Networks for Regression in Python
How to implement a Deep Learning ANN for a Regression use case in python
How to test ML models using time-based sampling in Python
How to sample data for testing when there is a dependency on time.
How to test ML models using K-fold cross-validation in Python
How to validate ML models based on K-fold cross validation.
How to test machine learning models using bootstrapping in Python
How to test a machine learning model using bootstrapping in Python
Boston housing price prediction case study in python
House price prediction using machine learning in python. Based on the famous Boston housing data.
Concrete strength prediction case study in python
Predicting the strength of a concrete mixture using machine learning in python
Computer price prediction case study in python
Predicting the apt price of a computer based on its specs using machine learning in python
Bike rental demand prediction case study in python
What will be the demand of rental bikes every hour? Predicting the number of bikes required using machine learning in python.
Car price prediction case study in python
How much you should pay for a second hand car? Predict the apt price of a old car using machine learning in python.
Restaurant rating prediction case study in python
Can you predict if a restaurant will be successful in future? Learn how to create a predictive model to find out the future rating of a restaurant using python machine learning.