Demystifying Encoder Decoder Architecture & Neural Network

2 years ago

In the field of AI / machine learning, the encoder-decoder architecture is a widely-used framework for developing neural networks that…

Attention Mechanism Workflow & Transformer: Examples

2 years ago

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

2 years ago

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

2 years ago

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

2 years ago

Last updated: 6th Jan, 2024 Most machine learning algorithms require numerical input for training the models. Bag of words (BoW)…

Innovative Thinking: Methods & Examples

2 years ago

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

2 years ago

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

2 years ago

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

2 years ago

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

2 years ago

Last updated: 3rd Jan, 2024 Machine learning is a machine's ability to learn from data. It has been around for…