Useful tips for everyday
How do you use similarity for word2vec in a sentence? From this assumption, Word2Vec can be used to find out the relations between words in…
How do I sample observations in R? Taking a sample is easy with R because a sample is really nothing more than a subset of…
How do you showcase data science skills? How to build a data science portfolio in 6 steps Check job listings. To build a portfolio for…
Why do we use convolution instead of correlation? Convolution is only a measure of similarity between two signals if the kernel is symmetric, making the…
Does batch Norm help with vanishing gradients? Batch normalization has regularizing properties, which may be a more ‘natural’ form of regularization. Solving the vanishing gradient…
What is the major difference between a predictive analytics course and a traditional statistics course? Predictive Analytics helps to predict the futuristic value or the…
What is the application of neural network in the industrial companies? Neural networks can provide highly accurate and robust solutions for complex non-linear tasks, such…
What is POS in sentiment analysis? POS tagging of raw text is a fundamental building block of many NLP pipelines such as word-sense disambiguation, question…
How do you deal with highly unbalanced data? 7 Techniques to Handle Imbalanced Data Use the right evaluation metrics. Resample the training set. Use K-fold…
How do you create a pipeline in Tensorflow? In typical Tensorflow fashion, there are many ways that you could get your data pipeline set up….Generally…