Resource Vault

Curated courses, labs, and research.

Explore vetted resources or drill down by category to focus your learning.

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Start with AI development, machine learning, and data analysis for foundation, then move into BCI, neuroscience, embedded systems, robotics, and quantum tracks. Marketing AI and analytics resources help you ship and grow real deployments.

YouTube course hub Open data vault Training data vault

Intelligence Augmentation Focus

Build IA systems with a hybrid roadmap: math foundations, ML algorithms, and human-in-the-loop workflows.

Open IA hub Generate IA plan

Consciousness Systems Map

Study the interplay of neuroscience, physics, and physiology with frontier engineering tracks and evidence-labeled research prompts.

Open the full page Run a BCI session

Open-source courses + resources

This vault curates open-source courses, university lectures, labs, and public research tools across AI, neuroscience, engineering, and intelligence augmentation.

Courses — open university syllabi and lecture series.

Labs — hands-on tutorials with real datasets and experiments.

Repositories — toolkits, codebases, and reproducible pipelines.

References — canonical texts, papers, and standards.

Browse all resources Build a learning path

YouTube course hub

Video-only view of open-source YouTube courses and lecture series across every topic.

Open YouTube courses Courses & resources

LLM training data vault

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PCB Design

Analog PCB Design

YouTube · All levels · video

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Deep Learning Book (Goodfellow)

MIT Press · Advanced · book

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DeepLearning.AI · All levels · video

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Hugging Face Course

Hugging Face · Intermediate · course

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Open Data

KITTI · All levels · dataset

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Marketing Data

Kaggle - Marketing Analytics

Kaggle · Intermediate · dataset

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Open Data

YouTube · All levels · video

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Robotics

Stanford CS223A

Stanford · Intermediate · course

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Stanford CS224n - NLP

Stanford · Intermediate · course

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YouTube · All levels · video

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Open Data

TUM Vision Datasets

TUM · All levels · dataset

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Embedded

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Machine Learning

Google · Intermediate · docs

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Assembly

x86 Reference

Felix Cloutier · Intermediate · docs

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Embedded Rtos

zephyrproject-rtos · zephyr

GitHub · All levels · repository

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Open-source courses FAQ

Are these resources free?

Most entries are open-source or freely accessible; paid items are labeled.

How are resources selected?

We prioritize reputable sources, clear learning outcomes, and reproducible methods.

Can I request a resource?

Yes—use the Community hub to suggest additions.

Curated courses, labs, and research.

Focus your learning

Category guide

Intelligence Augmentation Focus

Consciousness Systems Map

Open-source courses + resources

YouTube course hub

LLM training data vault

Focused SEO hubs

Recently added resources

Autoware Foundation

Robotics Book Notes

StatQuest Datasets

NeuroTechX · awesome-neurotech

TheAlgorithms · Python

Anthropic HH-RLHF Dataset

NIST Zero Trust Architecture

NVIDIA Omniverse

Curated by domain

Quantum Computing

Quantum Information Processing (QIP/APS talks)

Quantum Complexity Theory

NISQ Era Quantum Computing

Quantum Error Correction

Quantum Algorithms (Shor, Grover, QFT)

Google Quantum AI

Bioinformatics

NeuroTechX (YouTube)

Huberman Lab (YouTube)

BCI Guys (YouTube)

WGLab (GitHub Organization)

Galaxy Project

UCSC Genome Browser

Machine Learning

Sentdex (YouTube)

Andrej Karpathy (YouTube)

DeepLearning.AI (YouTube)

The Elements of Statistical Learning (free PDF)

scikit-learn Documentation

Neuroscience

NeuroTechX (YouTube)

Huberman Lab (YouTube)

BCI Guys (YouTube)

Neural Data Science

Neural Interfaces Overview (YouTube)

Neurodata Without Borders (NWB)

Computer Vision

Sentdex (YouTube)

Andrej Karpathy (YouTube)

DeepLearning.AI (YouTube)

CS231n: Convolutional Neural Networks for Visual Recognition

COCO Dataset

ImageNet Dataset

Aerospace

Re-entry and Hypersonic Flight

Space Environment and Radiation

Space Mission Design

Interplanetary Trajectories

Satellite Systems Engineering

Launch Vehicle Design

3Blue1Brown (YouTube)

3Blue1Brown (YouTube)

3Blue1Brown (YouTube)

3Blue1Brown - Essence of Calculus

3Blue1Brown - Essence of Linear Algebra

A Tour of Go

A/B Testing and Experimentation

AI Chatbots for Sales and Support

AI Copywriting and Creative Generation

AI Funnels and CRO

AI Governance and Policy

AI-Driven KPI Optimization

AI-Powered Decision Systems

AIM Photonics Academy

AMReX-Codes · amrex

AMReX-Codes · amrex-tutorials

ARINC 429/664/CAN Aerospace

ARM Architecture Reference Manual

ARM Assembly Language Guide

ARM Cortex-M Architecture