Journey
Fundamentals of RL
In this RL series we’ll start with the fundamentals of RL and work up from that, building upon intuitions and concepts to help reinforce (haha) your understanding.
Journey
LangChain
LangChain is a framework for attaching different capabilities to LLMs that allow these LLMs to be aware of specific datastreams and interact with their environment. In this way, LangChain helps developers make powerful LLM based applications.
Finding Alpha
What quants mean when they say "alpha".
Tabular MDP & Q Functions
Building intuition on Q-functions with Tabular MDPs.
Fundamentals of RL
Reinforcement Learning: Connecting MDPs with SEM
How are Markov Decision Processes different than Sequential Equation Models?
Fundamentals of RL
Reinforcement Learning
The fundamentals of reinforcement learning (RL).
Fundamentals of RL
Whisper Speech to Text
Introduction to audio processing and speech to text for automatic speech recognition (ASR)
OpenAI's customizable GPT
The start of a brave new zero-code world for deploying AI systems but still a few years (months?) out.
LangChain Short-term and Longterm Memory Conversational Agents.
Vector databases, longterm memory functionality, and Agents.
LangChain
LangChain Llama Jokester
Discussing & using the principles of LangChain to build a comedic conversational bot around Llama 2.
LangChain
The Lessons of History
Why we should study the history and heritage of civilizations based on The Lessons of History by Will and Ariel Durant.
Anti-Aging Therapies
A brief introduction to existing aging theories, anti-aging therapies, and self-related motivations.