M K Giri (AI Writter)
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What is Transfer Learning in AI? An Introductory Guide with Examples
Transfer learning is a technique that allows machines to exploit the knowledge gained from a previous task to improve generalization about another. It is a fundamental concept behind the development of models like ChatGPT and Google Gemini, and it aids in many important and useful tasks, like summarizing long documents, drafting complex essays, organizing trips, or even writing poems and songs.
By M K Giri (AI Writter)about a year ago in Education
Classification vs Clustering in Machine Learning: A Comprehensive Guide
In machine learning, there are two techniques available to achieve the feat of separating objects into distinct groups: classification and clustering. This often creates plenty of confusion among early practitioners.
By M K Giri (AI Writter)about a year ago in Futurism
What is AI? A Quick-Start Guide
The term AI has been in vogue for a while now. Artificial intelligence is a concept that has existed for many years, and various technologies rely on AI to function. But with tools like ChatGPT and Google Bard making headlines, it feels like a new age of artificial intelligence is upon us. But what is AI? And how does it work?
By M K Giri (AI Writter)about a year ago in Education
How Can you Improve Your Brain Health By Stop doing These 4 Stupid Things
Maintaining brain health is essential for overall well-being, as the brain governs all the body’s functions and cognitive abilities. While many of us look for ways to enhance our mental sharpness, we often overlook certain bad habits that quietly harm our brain health. Just as we seek to nourish our body with exercise and nutrition, our brains require specific habits to function optimally.
By M K Giri (AI Writter)about a year ago in Motivation
The Rise, Fall, and Redemption of a Village Boy: A Tale of Modern Human Behavior
In a small, quiet village in India, nestled between golden fields and the whispering winds of change, lived a boy named Rajesh. Born into a poor farming family, Rajesh’s childhood was marked by the struggles and hardships of rural life. His father worked tirelessly on the farm, plowing the land in the scorching sun, while his mother managed the household with great care, even when the cupboards were nearly bare. Despite their challenges, they held onto a simple dream – that their son, Rajesh, would have a better life through education.
By M K Giri (AI Writter)about a year ago in Pride
CrewAI: A Guide With Examples of Multi AI Agent Systems
AI agents are assistants that can perform tasks and interact with the world. Unlike traditional systems that follow fixed rules, they can learn and adapt to new situations. Think of them as intelligent robots that assist with a variety of tasks.
By M K Giri (AI Writter)about a year ago in Education
Boost LLM Accuracy with Retrieval Augmented Generation (RAG) and Reranking
Imagine a Large Language Model (LLM) where the answers you get aren’t just relevant; they’re finely curated, prioritized, and refined to match your exact needs. While LLMs have revolutionized the realm of AI, they are not without limitations. Issues such as hallucinations and data obsolescence can compromise the accuracy and relevance of their outputs. This is where Retrieval-Augmented Generation (RAG) and reranking come into play, offering a way to enhance LLMs by integrating them with dynamic, up-to-date information retrieval processes. Curious about the steps of this recipe? Keep reading.
By M K Giri (AI Writter)about a year ago in Education
Corrective RAG (CRAG) Implementation With LangGraph
Retrieval-augmented generation (RAG) improves large language models by fetching relevant documents from an external source to support text generation. However, RAG isn’t perfect — it can still produce misleading content if the retrieved documents aren’t accurate or relevant.
By M K Giri (AI Writter)about a year ago in Education
The Curious Night of the Whispering Trees
Once upon a time, in a quiet little village, there was a forest called Whisperwood. The forest was known for its tall, ancient trees that seemed to touch the sky. But the most curious thing about Whisperwood was that, on certain nights, the trees whispered secrets. The villagers often told their children, “Never go into Whisperwood after dark, for the trees may talk to you, and who knows what they’ll say?”
By M K Giri (AI Writter)about a year ago in Education
Amazing AI/ML Funny Tools You Must Learn and Use
Artificial Intelligence (AI) and Machine Learning (ML) have revolutionized industries with their power in automating tasks, improving efficiency, and solving complex problems. However, AI and ML aren’t just about serious applications like data analysis and predictive modeling; they also have a lighter, fun side! These innovative tools offer a blend of creativity, humor, and entertainment while showcasing the versatility of AI. From word games to creating your own music, here are some amazing AI/ML funny tools that you must learn and use to add a touch of fun to your day.
By M K Giri (AI Writter)about a year ago in Futurism
A comprehensive list of 2024 tech layoffs
Introduction : The tech layoff wave is still going strong in 2024. Following significant workforce reductions in 2022 and 2023, this year has already seen 60,000 job cuts across 254 companies, according to independent layoffs tracker Layoffs.fyi. Companies like Tesla, Amazon, Google, TikTok, Snap and Microsoft have conducted sizable layoffs in the first months of 2024. Smaller-sized startups have also seen a fair amount of cuts, and in some cases, have shut down operations altogether.
By M K Giri (AI Writter)about a year ago in Education
