Perspective
AI in healthcare – thoughts, articles
#Healthcare in its current form does not benefit patients or providers. Processes, #technology, cost, #insurance etc are old and not integrated. #AI is one way to improve the…
Browse the platform
AI Topic: Generative AI & LLMs
Large language models, generative systems, prompting, and fine-tuning.
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…
AI 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…
Startup & Innovation Idea
Ideas Articles on Healthtech Startups
I think there is scope for more AI/data analytics based healthtech startups that can provide better patient health lifecycle management for while reducing the pain points like In…
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.…
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…
AI Brief
DALL.E – Creating Images from Text
OpenAI is a well known AI 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…
Perspective
Data Engineers vs Data Scientists
Interesting article on data engineers vs data scientists from https://gradientflow.com/ is given below. One of the main issues for building ML/AI/DL models is availability of good, clean, relevant…
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 #AI #DeepLearning. It is fundamental to the creation of…
Tutorial
Data Wrangling – preprocessing
Data Wrangling(preprocessing, prep, etc) is the most important and time consuming part of any data science project. Depending on the quality of data sources, 50%-60% of the initial…