Large Language Models (LLMs): Types, Examples

1 year ago

Last updated: 31st Jan, 2024 Large language models (LLMs), being the key pillar of generative AI, have been gaining traction in…

Amazon (AWS) Machine Learning / AI Services List

1 year ago

Last updated: 30th Jan, 2024 Amazon Web Services (AWS) is a cloud computing platform that offers machine learning as one…

Problem, Symptoms & Root Cause Analysis (RCA) Examples

1 year ago

Last updated: 30th Jan, 2024 Have you found yourself stuck in a cycle of solving the same or similar problems…

LLM Optimization for Inference – Techniques, Examples

1 year ago

One of the common challenges faced with the deployment of large language models (LLMs) while achieving low-latency completions (inferences) is…

How is ChatGPT Trained to Generate Desired Responses?

1 year ago

Last updated: 27th Jan, 2024 Training an AI / Machine Learning model as sophisticated as the one used by ChatGPT…

AI-Ready Data Explained with Examples

1 year ago

AI-ready data usually refers to data that has been prepared in such a way that it can be effectively used…

First Principles Thinking Explained with Examples

1 year ago

Last updated: 23rd Jan, 2024 Can innovation be taught and learned methodically? Can there be an innovation playbook using which,…

Transfer Learning vs Fine Tuning LLMs: Differences

1 year ago

Last updated: 23rd Jan, 2024 Two NLP concepts that are fundamental to large language models (LLMs) are transfer learning and…

AI-assisted Software Development: Tools & Processes

1 year ago

In the rapidly evolving landscape of software development, the integration of artificial intelligence (AI) and generative AI (Gen AI) is…

Generalization Errors in Machine Learning: Python Examples

1 year ago

Last updated: 21st Jan, 2024 Machine Learning (ML) models are designed to make predictions or decisions based on data. However,…