AI/ML & LLM In Details

Large Language Models (LLMs) are the backbone of modern AI applications, enabling chatbots, text generation, and more.

• Build AI Agents

  AI agents are autonomous systems capable of making decisions, interacting with their environment, and executing tasks based on inputs and goals.

• OpenAI o3 Mini

  OpenAI o1 remains our broader general knowledge reasoning model, OpenAI o3-mini provides a specialized alternative for technical domains requiring precision and speed.

• DeepSeek Janus-Pro

  Multimodal AI has advanced rapidly. Janus-Pro builds on Janus with decoupled visual encoders, an optimized training pipeline, and robust architecture leveraging synthetic data.

• Patterns for Building LLM-based Systems & Products

  Discover effective patterns for designing LLM-based systems and products that leverage fine-tuning to create domain-specific applications with optimal resource efficiency and high accuracy.

• Easiest Way To Fine-Tuning a LLM

  You will learn how to do data prep, how to train, how to run the model, & how to save it (eg for Llama.cpp).

• Linear Regression - 1

  This is the most basic and overlooked in today's ML world. Dive deep and you'll find linear regression at the core of many models.