flashcards in a private podcast feed. Knowledge in Audio format.

Agent Lightning is the absolute trainer to light up AI agents.

Features - Turn your agent into an optimizable beast with ZERO CODE CHANGE (almost)! 💤 Build with ANY agent framework (LangChain, OpenAI Agent SDK, AutoGen, CrewAI, Microsoft Agent Framework…); or even WITHOUT agent framework (Python OpenAI). You name it! 🤖 Selectively optimize one or more agents in a multi-agent system. 🎯 Embraces Algorithms like Reinforcement Learning, Automatic Prompt Optimization, Supervised Fine-tuning and more. 🤗

Frustrated by elusive names and misplaced phones? The science of memory reveals ways to improve your powers of recall. This Psyche guide provides practical, science-backed memory techniques and tips to help readers improve their ability to recall everyday information like people’s names and shopping lists.

This is a repo with links to everything you’d ever want to learn about data engineering. The Data Engineering Handbook on GitHub is a comprehensive, open-source guide and curriculum intended to help aspiring and current professionals master the skills and tools required to become a Data Engineer.

The fastest way to get better at something is to start slow. This article discusses effective strategies and mental models for improving the process of learning new things, covering topics such as meta-learning, spaced repetition, and active recall.

Create mind maps to learn new things using AI. Contribute to aotakeda/learn-thing development by creating an account on GitHub. The learn-thing GitHub repository is a personal knowledge base and collection where the owner documents and organizes various technical and non-technical topics they have learned, serving as a self-curated reference guide.

This comprehensive article from Farnam Street explains mental models, simplified explanations of how things work, across various disciplines (like physics, mathematics, and human nature) to help readers make better decisions and avoid common pitfalls.

This extensive blog post by Robert Heaton introduces systems design concepts for advanced beginners by walking through the hypothetical infrastructure of a large online marketplace, covering topics like client-server communication, APIs, webhooks, sharding, and password security.

Sekuel provides artisanal analytics services, along with practical learning materials for SQL and a zero-setup online DuckDB Playground for users to practice and experiment with data queries.

This site is Zach Manson’s “digital garden” consisting of over 500 continuously changing personal notes and archives, built with the goal of “learning with the garage door up” across various topics.

spaCy is an open-source Python library designed for “industrial-strength” Natural Language Processing (NLP), providing fast, production-ready models and tools for tasks like named entity recognition, parsing, and text classification.

Language Transfer is a non-profit initiative that offers completely free, comprehensive audio language courses based on “The Thinking Method,” which encourages learners to leverage prior knowledge and actively understand a language’s structure rather than rote memorization.

TMFNK is a personal blog exploring self-improvement, learning, and awareness.