Arrays in Bash
This tutorial is a brief introduction to arrays in bash. Data Scientists are familiar with arrays, in R, a simple
Uncovering Customer Purchasing Patterns with Market Basket Analysis: A Python-Based Tutorial for Shopify
Market basket analysis is important for an e-shop because it can provide insights into customer purchasing behavior and help identify
How To Manage Multiple Screen Sessions
Linux’s Screen lets you run terminal applications to a Server in the background even if you disconnect from the ssh connection.
Exceptions in Python
In this tutorial, we will provide you with an example of exception handling in Python. For simplicity, we will work
HTTP Status Codes
The first digit of an HTTP status code indicates the category of the response: Information, Successful, Redirection, Client Error or
How To Add Filters For Querying Databases In Streamlit
In this tutorial, we will show you how you can use filters for databases in Streamlit. We will use PostgresSQL
How to Fine-Tune an NLP Regression Model with Transformers and HuggingFace
HuggingFace provides us with state-of-the-art pre-trained models that can be used in many different applications. In this post, we will
How to Build an NLP Classification Model with Transformers on AWS SageMaker
In a previous tutorial, we have provided you with an example of how to fine-tune an NLP classification model with
How to Fine-Tune an NLP Classification Model with Transformers and HuggingFace
This tutorial is an ultimate guide on how to train your custom NLP classification model with transformers, starting with a
Text Cleansing in NLP Tasks
In NLP tasks, we used to apply some text cleansing before we move to the Machine Learning part. Of course,
Stemming and Lemmatization in Python using NLTK
In this tutorial, we will show you how to use stemming and lemmatization in NLP tasks. You can find more
