| 2025-03-23 |
Confidence Intervals for Regression Models |
A comparison of methods of computing confidence intervals for regression models |
| 2025-03-14 |
DeepSeek |
Summary documentation containing history of DeepSeek models and various URLs |
| 2025-03-06 |
Deep Dive into LLMs like ChatGPT |
My takeaways from the video |
| 2025-03-06 |
DeepSeek, China, OpenAI, NVIDIA, xAI, TSMC, Stargate, and AI Megaclusters |
My takeaways from the video |
| 2024-12-08 |
Advancing AI with Local Learning and Uncertainty Estimation |
o1-preview summary of the video |
| 2024-11-24 |
Stanford CS229 I Machine Learning I Building Large Language Models (LLMs) |
o1-preview summary of the video |
| 2024-05-05 |
CLIP - Contrastive Language-Image Pretraining |
A brief explanation of the CLIP method |
| 2023-12-22 |
Approximate Nearest Neighbor Methods |
This post explores Approximate Nearest Neighbor (ANN) methods, including HNSW, LSH, ANNOY, Spill Trees, and Python libraries for implementing them. |
| 2023-12-18 |
Text Classification Using Class Information |
How should our approach to text classification change if our classes also have meanings? |
| 2023-12-13 |
Model Deployment Strategies |
A breakdown of the machine learning model development lifecycle, deployment strategies, and practical deployment techniques. |
| 2023-08-26 |
Alignment Problem |
Summary of the blog Musings on the Alignment Problem by Jan Leike |