Attention Mechanism Workflow & Transformer: Examples
The attention mechanism workflow in the context of transformers in NLP, is a process that enables the model to dynamically…
ChatGPT Prompts Best Practices: Examples
In this blog, you will learn the best practices you can adopt when writing prompts for ChatGPT. Here is the…
NLP: Different Types of Language Models – Examples
Have you ever wondered how your smartphone seems to know exactly what you're going to type next? Or how virtual…
Bag of Words in NLP & Machine Learning: Examples
Last updated: 6th Jan, 2024 Most machine learning algorithms require numerical input for training the models. Bag of words (BoW)…
Innovative Thinking: Methods & Examples
Innovative thinking is a multifaceted approach that leverages different styles of thinking to tackle problems and generate groundbreaking solutions. It…
Natural Language Processing (NLP) Task Examples
Last updated: 5th Jan, 2024 Have you ever wondered how your phone's voice assistant understands your commands and responds appropriately?…
Cohen Kappa Score Explained: Formula, Example
Last updated: 5th Jan, 2024 Cohen's Kappa Score is a statistic used to measure the performance of machine learning classification…
Validation Techniques for Machine Learning Models: Examples
Last updated: 4th Jan, 2024 In the realm of machine learning, the emphasis increasingly shifts towards solving real-world problems with…
Machine Learning Definition, Examples, Method, Types
Last updated: 3rd Jan, 2024 Machine learning is a machine's ability to learn from data. It has been around for…
Machine Learning Models Solution Design: Examples
This blog is crafted for data scientists, machine learning (ML) and software engineers, business analysts / product managers, and anyone…