Useful tips for everyday
How do you pre process text? Techniques for Text Preprocessing Expand Contractions. Lower Case. Remove punctuations. Remove words and digits containing digits. Remove Stopwords. Rephrase…
How to predict the future value in LSTM? Predicting the future is easy… To predict tomorrow’s value, feed into the model the past n(look_back) days’…
What is CNN Python? A specific kind of such a deep neural network is the convolutional network, which is commonly referred to as CNN or…
What is a degradation problem in very deep neural networks? If a “shallow” model is able to achieve an accuracy, then their deeper counterparts should…
Do you need to normalize for decision tree? Normalization should have no impact on the performance of a decision tree. It is generally useful, when…
What are the metrics used for deciding how do you split a decision tree? Steps to split a decision tree using Information Gain: For each…
Can decision trees handle correlation? Luckily, decision trees and boosted trees algorithms are immune to multicollinearity by nature. When they decide to split, the tree…
Does Resnet work on grayscale images? There is an easy way, though, which you can make your model work with grayscale images. You just need…
Where can I learn recommender systems? About: Basic Recommender Systems is a course provided by Coursera. Here you will learn the leading approaches in recommender…
How was the four color map problem solved? Four-colour map problem, problem in topology, originally posed in the early 1850s and not solved until 1976,…