## Calculate Mean Absolute Percentage Error using TensorFlow 2

Mean absolute percentage error (MAPE) is a loss function that is used to solve regression problems. MAPE is calculated as the average of the absolute percentage differences between the actual…

## Classify Images of Dogs and Cats using CNN and TensorFlow 2

Kaggle Dogs vs. Cats is a dataset that contains 25000 images of cats and dogs. Images are different sizes so need them to reprocess. There are 12500 images of dogs…

## Calculate Mean Squared Logarithmic Error using TensorFlow 2

Mean squared logarithmic error (MSLE) is a loss function that is used to solve regression problems. MSLE is calculated as the average of the squared differences between the log-transformed actual…

## Binary Classification using TensorFlow 2

Binary classification is the process that is used to classify data points into one of two classes. For example, whether a customer will buy a product or not, emails are…

## Calculate Mean Absolute Error using TensorFlow 2

Mean absolute error (MAE) is a loss function that is used to solve regression problems. MAE is calculated as the average of the absolute differences between the actual and predicted…

## Classify CIFAR-10 Images using CNN and TensorFlow 2

CIFAR-10 is a dataset that consists of 60000 colour images. The dataset is divided into 50000 training images and 10000 testing images. Each image is a 32x32 size, associated with…

## Calculate Mean Squared Error using TensorFlow 2

Mean squared error (MSE) is a loss function that is used to solve regression problems. MSE is calculated as the average of the squared differences between the actual and predicted…

## Multiple Linear Regression using TensorFlow 2

Multiple linear regression (MLR) is a statistical method that uses two or more independent variables to predict the value of a dependent variable. MLR is like a simple linear regression,…

## Disable TensorFlow 2 Debugging Information

By default, TensorFlow 2 prints debugging information in the terminal. It can be useful if we want to know which CUDA libraries was loaded, GPU compute capability, selected device to…

## Simple Linear Regression using TensorFlow 2

Simple linear regression is a statistical method that is used to analyze the relationship between two continuous variables: x - independent variable also known as explanatory or predictor.y - dependent…