Useful tips for everyday
Does batch norm have trainable parameters? Consequently, batch normalization adds two trainable parameters to each layer, so the normalized output is multiplied by a “standard…
What are different neural networks? This article focuses on three important types of neural networks that form the basis for most pre-trained models in deep…
How do I start with natural language processing? Implement a spell checker based on edit distances between words. Implement a Markov chain text generator. Implement…
What is AI routing? Intelligent routing, also known as skills-based routing or smart routing, is a critical technology in contact centers. It’s the system that…
How do you balance class imbalance? 7 Techniques to Handle Imbalanced Data Use the right evaluation metrics. Resample the training set. Use K-fold Cross-Validation in…
Why do we prefer TF-IDF representation over raw counts of words? TF-IDF enables us to gives us a way to associate each word in a…
What is deep CNN architecture? A deep CNN model is built for the pedestrian detection, which consists of 10 convolutional layers, 4 max pooling layers,…
Does logistic regression work with imbalanced data? Logistic regression does not support imbalanced classification directly. Instead, the training algorithm used to fit the logistic regression…
How is accuracy calculated in binary classification model? Informally, accuracy is the fraction of predictions our model got right. Formally, accuracy has the following definition:…
How do I install Guest Additions CD image in virtualbox? In the VirtualBox menu bar, go to the Device menu, then choose “Insert Guest Additions…