Pre-trained Models Explained with Examples

1 year ago

NLP has been around for decades, but it has recently seen an explosion in popularity due to pre-trained models (PTMs),…

BERT vs GPT Models: Differences, Examples

1 year ago

Have you been wondering what sets apart two of the most prominent transformer-based machine learning models in the field of…

NLP Corpus Types (Text & Multimodal): Examples

1 year ago

At the heart of NLP lies a fundamental element: the corpus. A corpus, in NLP, is not just a collection…

Demystifying Encoder Decoder Architecture & Neural Network

1 year 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

1 year 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

1 year 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

1 year 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

1 year 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

1 year 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

1 year ago

Last updated: 5th Jan, 2024 Have you ever wondered how your phone's voice assistant understands your commands and responds appropriately?…