Driving Geometric Transformation through Prompts — A midcurve of a 2D geometric profile is a curve that lies equidistant from the bounding curves of the profile. It is a curve that represents the “middle” of the profile. …

To become one, be one, from now on … — Quiet a few folks ask me about how to be a Data Scientist, how to switch career to AI (Artificial Intelligence) and ML (Machine Learning). Best thing to be someone is to start playing that role. If you wish to be a Data Scientist, start playing that role from today…

Motto: Building applications with LLMs through composability — Fascinated by apps like ChatGPT? Wish to experiment with models behind them? Even open-source/free models? Look no further… LangChain is the way to go … LangChain is an open-source library that provides developers with the necessary tools to create applications powered by large language models (LLMs) [1][2]. It is a…

Evaluation via bAbi tasks — Folks at Facebook AI Research came up with a set of seemingly easy, toy-ish, childish tasks (called ‘bAbi’) to gauge the ‘understanding’ of a Question-Answering system, like any chatbot. Tried them on ChatGPT today and here are the results: Task 1: Single Supporting Fact Mary went to the bathroom. John moved to the hallway. Mary travelled to…

Solutions for Good Governance — “If people are good only because they fear punishment, and hope for reward, then we are a sorry lot indeed.” — Albert Einstein It is easier to make laws than to provide a good governance. That’s why there are more of them, the complicated ones, and with designed loop-holes. It…

A way to sustained happiness — In the world of constant distractions and desire for constant validation (via Likes), it is becoming hard to extend the state of happiness longer. Michael Singer dives deep into this problem in the podcast below. Michael Singer interview: How to be truly happy Tony, Sage and Michael Singer on breaking patterns and finding inner peace Listen on iTunes According to the NIMH, an…www.tonyrobbins.com

Emerging field: Prompt Engineering — सामर्थ्य आहे सूचक-प्रश्नांचे!! चॅटजिपीटीने सध्या इंटरनेट वर नुसता धुमाकूळ घातला आहे. बहुतांश लोकं त्याच्या संभाषण क्षमतेने अवाक झाले आहेत. आणि का नाही होणार? जसा एखादा सुविद्य-ज्ञानी उत्तर देईल तशी, व्याकरण-योग्य उत्तरे दिलेली पहिली की त्याचं मागे असललेली ‘कृत्रिम बुद्धिमत्ता’ (एआय -आर्टिफिशिअल इंटेलिजन्स) हे क्षेत्र किती पुढे आले आहे याची कल्पना येते. आत्तापर्यंत तुम्ही…

Software-as-a-Service based on Large Language Models — Although pretrained models offer out-of-the-box functionality for many NLP (Natural Language Processing) tasks, but they go only that far. Soon, a need arises to train on your own data (custom corpus). The ways in which custom training is done, have changed over time, you can see this progression, below: Own…

Background of ChatGPT as well as its overview — To understand ChatGPT, you need to follow GPT, To understand GPT, you need to follow Transformers To understand Transformers, you need to follow Machine/Deep Learning To follow ML-DL, you need to go through first of the talk below -:) Contents of the talk have been open-sourced at GitHub - yogeshhk/TeachingDataScience: Course notes for Data Science related topics, prepared in… Repository for LaTeX course notes for Python, Machine Learning, Deep Learning, Natural Language Processing, etc. Core…github.com