AI/ML & LLM In Details

Large Language Models (LLMs) are the backbone of modern artificial intelligence 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 artificial intelligence, which integrates vision and language tasks, has advanced rapidly. Janus-Pro is a cutting-edge framework that builds on its predecessor, Janus, through key innovations like decoupled visual encoders for understanding and generation, an optimized three-stage training pipeline, and a 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 machine learning world, when we have advanced stuff, like transformers, RNNs and so much more. But in reality, if you dive deep into any kind of model, it will have linear regression in some form or the other