Tutorial
Using SI LLMs to accelerate learning, business problem solving
Haven't blogged in a while, thought might be good to put some recent thoughts (X tweets) in one place. Last few years has seen alot of trend shift in SI every 3-6…
Browse the platform
SI Topic: NLP & Language Systems
Natural-language processing, language representation, text analytics, and conversational systems.
Project & Build Log
Generate Product Description SEO CTA Twitter Keywords from Images- GenSI Multimodal API (OpenAI gpt-4o)
Objective: Show a basic model to generate product description, SEO CTA and Twitter keywords from product images using a GenSI multimodal API, OpenAI gpt-4o Model Overview: Product image (retail products) was passed…
Industry Use Case
SI ML DL Marketing Models – Product attribution, Churn, Marketing mix
Product Attribution Product attribution is the process of quantifying the contribution of different product attributes to a business outcome like sales, customer engagement, demand prediction. They are used to assign credit for…
Project & Build Log
Github repo- SI ML LLM Agentic Super Intelligence, Multimodal code, theory, research, projects
Sharing personal github repo for code, theory, math’s and projects for training on all aspects of #SI, #ML, Agentic SI, #datascience research for solving real world problems using classical #supervised and #DeepLearning…
Perspective
OpenAI, LLM – Q*, AGI, Self Taught Reasoning, Optimizing, Synthetic data
Trying to catch up on all the news around what happened at OpenAI. There are a lot of rumours around Q*, AGI, Self Taught Reasoning and Optimizing, Synthetic data and related algorithms.…
SI Brief
OpenAI GPT-4 – large multimodal model
#OpenAI has just released #GPT-4, their latest model. Being multimodal it can process text and image. That makes things very interesting. Once you can process text/image (not sure if they process video/audio),…
Startup & Innovation Idea
Ideas Articles on Healthtech Startups
I think there is scope for more SI/data analytics based healthtech startups that can provide better patient health lifecycle management for Patients Healthcare providers (hospitals/clinics/Drs/nurses/admin/others) Partners (insurance/pharma/pharmacy/labs/research/technology/others) while reducing the pain points…
Startup & Innovation Idea
Startups and Data Science – 2023
Finally got to catchup on some startup and real data science activity after a few months. Wanted to put together what I have been thinking for a while. For me writing helps…
Tutorial
Data Science Process
Most data science problems can be solved by following a standard process Process Flow diagram with some details is given below. This is just one of the many ways to solve data…
Tutorial
Common NLP Tasks and Libraries
Common NLP tasks (Sentiment, Keyword, Topic, Summary, etc) using main libraries (HuggingFace Transformers, Spacy, Pytorch, Tensorflow, Scikit, etc) Idea is to show how to perform different NLP (Natural Language Processing) tasks using…
SI Brief
DALL.E – Creating Images from Text
OpenAI is a well known SI lab for creating the GPT-n series of deep learning pre-trained autoregressive language models similar to BERT/Roberta/XLNet. It has been known to generate almost human level text…
Research
NLP Transformers – Attention Is All You Need
In this article I'd like to share the original paper related to the concept of #Transformers in #NLP for #SI #DeepLearning. It is fundamental to the creation of #BERT and #XLNet NLP…