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Stanford CS230 Lecture 5 - AI and Healthcare
All apologies for taking so long to get back to this, lots of development in life has kind of derailed my routines. But I want to keep to a schedule of updating on a weekly basis. M...
In Jul 29, 2019ODSC 2019 recap
Sorry, all, for not updating for a while. Big job change happened back in June so I’m just now getting my head above water. That’ll have to be my (insufficient) excuse for taking so...
In Conference recap, Jul 22, 2019Stanford CS230 Lecture 4 - Adversarial Attacks
Kian Katanforoosh dives deep again in this episode, presenting inherent vulnerabilities in Neural Network architectures and how investigation into these vulnerabilities has spawned a ...
In May 27, 2019Stanford CS230 Lecture 3 - Full-cycle deep learning projects
So we’re back with Andrew Ng in this lecture to go over, at a pretty high level, the steps and considerations of a complete Deep Learning project. Again, all of the materials come fr...
In May 16, 2019Stanford CS230 Lecture 2 - Deep Learning Intuition
Now we’re getting into the meat of things. This lecture was taught by Kian Katanforoosh and dove into a set of examples of Deep Learning projects to discuss design considerations. I’l...
In May 08, 2019Stanford CS230 Lecture 1 - Introduction
Hi folks! I’m going to start a series documenting my progress through the Stanford CS230 course. The course is meant to go alongside the Coursera Deeplearning.ai materials, but right...
In May 01, 2019Using ROC curves for Classification
I’m thinking it might be good to start producing some kind of content aside from infrequent Github updates. To be honest, I use a lot of these concepts on a daily basis, but really d...
In Apr 01, 2019NLP Workshop at Data Science Salon
I’ll be running a workshop tomorrow (Feb 21st) at the Data Science Salon in Austin. Will be really interested, excited to chat with everyone during and after.
In Feb 20, 2019Featured
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LLM Apps Part 5 - Even finer tuning - Quantization and LoRA
In LLM App Series, LLM, tutorials, -
LLM Apps Part 4 - Only the finest tuning
In LLM App Series, LLM, tutorials, -
LLM Apps Part 3 - RAGs to riches
In LLM App Series, LLM, tutorials, -
LLM technology for dermatology
In Dermatology, research, -
The Embiggening of NLP - Part 3 - Fine-tuning
In LLM Intro Series, LLM, tutorials, -
The Embiggening of NLP - Part 2 - LARGE Language Models
In LLM Intro Series, LLM, tutorials,