How to Transform an Unbalanced Dataset to a Balanced
We have provided examples of how you can Resample Data By Groups in Python and how you do Undersampling by
Pair Programming for Assessing Coding Skills in the Interview
Pair Coding Tools are really helpful for interviews if you want to assess the coding skills of the candidates. Introduction
How To Get A Sentiment Score For Words with Naive Bayes
We have provided an example of how to get a sentiment score for words in Python based on ratio frequency.
Naive Bayes Classification in NLP tasks from Scratch
In this tutorial, we will get the Bayesian Score of each word as well as of the whole Subject Line.
Market Basket Analysis and Association Rules from Scratch
We have provided a tutorial of Market Basket Analysis in Python working with the mlxtend library. Today, we will provide
Cryptocurrency Trading Strategy by Detecting the Leaders and the Followers
Introduction First of all, I need to clarify there is no trading strategy without risk and no trading strategy can
How to Find Similar Documents using N-grams and Word Embeddings
Introduction A very common task in NLP is to define the similarity between documents. Usually, the metric is the Cosine
How to Prevent Overfitting in Neural Networks with TensorFlow 2.0
In this post, we will provide some techniques of how you can prevent overfitting in Neural Network when you work
Get Started with Tensorflow 2.0 and CNN
In this tutorial we will show how you easily build a Convolutional Neural Network in Python and Tensorflow 2.0. We
How to Compare Nested Models in R
Using R and the anova function we can easily compare nested models. Where we are dealing with regression models, then
10 Tips And Tricks For Data Scientists Vol.7
We have started a series of articles on tips and tricks for data scientists (mainly in Python and R). In case you have
