Free learning resources

Every resource curated across all roadmaps, in one searchable place. 90 shown.

All domains BlockChain Development Semiconductor Game Development AR & VR Business Analysis Cybersecurity Digital Marketing Finance & Investment Biotechnology UI & UX Design Space Technology Quantum Computing Kubernetes Cloud Computing DevOps Cloud and DevOps Robotics Artificial Intelligence Software Development Data Science Networking
All types docs · 2595 article · 1099 course · 754 opensource · 445 video · 364 practice · 255 tool · 236 book · 172
video StatQuest XGBoost playlist Data Science / Data Science Roadmap 2026: From Beginner to Pro · Machine Learning video Andrej Karpathy neural networks zero to hero series Data Science / Data Science Roadmap 2026: From Beginner to Pro · Transformers and RAG video StatQuest YouTube channel Data Science / Data Science Roadmap 2026: From Beginner to Pro · Data Scientist Generalist, $120K to $180K video StatQuest Statistics Fundamentals playlist Data Science / Data Science Roadmap 2026: From Beginner to Pro · Hypothesis Testing video Corey Schafer Python playlist Data Science / Data Science Roadmap 2026: From Beginner to Pro · Python for Data Science video Andrej Karpathy neural networks zero to hero series Data Science / Data Science Roadmap 2026: From Beginner to Pro · Backpropagation and MLPs video StatQuest PCA explained video Data Science / Data Science Roadmap 2026: From Beginner to Pro · Eigenvalues and PCA video Serrano Academy SHAP Values explained Data Science / Data Science Roadmap 2026: From Beginner to Pro · Model Interpretability with SHAP video StatQuest XGBoost Part 1 Regression Data Science / Data Science Roadmap 2026: From Beginner to Pro · XGBoost and LightGBM video 3Blue1Brown neural networks series Data Science / Data Science Roadmap 2026: From Beginner to Pro · Backpropagation and MLPs video 3Blue1Brown Essence of Linear Algebra Data Science / Data Science Roadmap 2026: From Beginner to Pro · Eigenvalues and PCA video StatQuest Statistics Fundamentals playlist Data Science / Data Science Roadmap 2026: From Beginner to Pro · Mathematical Foundations video 3Blue1Brown Essence of Linear Algebra Data Science / Data Science Roadmap 2026: From Beginner to Pro · Vectors and Matrices video Patrick Loeber FastAPI tutorial Data Science / Data Science Roadmap 2026: From Beginner to Pro · Docker for Data Science video 3Blue1Brown Essence of Linear Algebra Data Science / Data Science Roadmap 2026: From Beginner to Pro · Mathematical Foundations video StatQuest K-Means clustering video Data Science / Data Science Roadmap 2026: From Beginner to Pro · Unsupervised Clustering video 3Blue1Brown neural networks series Data Science / Data Science Roadmap 2026: From Beginner to Pro · Deep Learning and Generative AI video Corey Schafer Python playlist Software Development / How to Become a Software Developer · Python Language Fundamentals video Traversy Media JavaScript Crash Course Software Development / How to Become a Software Developer · Modern JavaScript and TypeScript video Aditya Verma DP playlist Software Development / How to Become a Software Developer · Dynamic Programming video NetworkChuck Docker videos Software Development / How to Become a Software Developer · Docker Deep Dive video Christopher Okhravi Design Patterns playlist Software Development / How to Become a Software Developer · Design Patterns video Christopher Okhravi SOLID Principles playlist Software Development / How to Become a Software Developer · SOLID Principles video Hussein Nasser Database Engineering videos Software Development / How to Become a Software Developer · Advanced SQL and Query Optimization video Ben Awad React and TypeScript videos Software Development / How to Become a Software Developer · React and Modern Frontend video Traversy Media Node.js Crash Course Software Development / How to Become a Software Developer · Node.js Backend Development video LiveOverflow Binary Exploitation playlist Cybersecurity / How to become Cyber Security Expert in 2026 · Buffer Overflow Exploit Development video IppSec HackTheBox walkthroughs Cybersecurity / How to become Cyber Security Expert in 2026 · Offensive Security video SANS Threat Hunting Summit talks Cybersecurity / How to become Cyber Security Expert in 2026 · Threat Hunting Methodologies video John Hammond Active Directory Explained Cybersecurity / How to become Cyber Security Expert in 2026 · Active Directory Security video 13Cubed Introduction to Memory Forensics Cybersecurity / How to become Cyber Security Expert in 2026 · Memory Forensics with Volatility video NetworkChuck CIA Triad video Cybersecurity / How to become Cyber Security Expert in 2026 · The CIA Triad video IppSec HackTheBox AD walkthroughs Cybersecurity / How to become Cyber Security Expert in 2026 · Active Directory Attacks video SANS DFIR webcasts Cybersecurity / How to become Cyber Security Expert in 2026 · Endpoint Detection and Response video NetworkChuck CIA Triad CompTIA Security+ video Cybersecurity / How to become Cyber Security Expert in 2026 · Security Fundamentals video SANS Threat Hunting Summit talks Cybersecurity / How to become Cyber Security Expert in 2026 · Defensive Security video IppSec HackTheBox walkthroughs Cybersecurity / How to become Cyber Security Expert in 2026 · OS and Networking video 13Cubed Introduction to Memory Forensics Cybersecurity / How to become Cyber Security Expert in 2026 · Cloud Security and IR video John Hammond Active Directory Explained Cybersecurity / How to become Cyber Security Expert in 2026 · OS and Networking video StatQuest with Josh Starmer Finance & Investment / Finance & Investment · Time Series and ARIMA video StatQuest with Josh Starmer Finance & Investment / Finance & Investment · Statistics and Distributions video StatQuest with Josh Starmer Finance & Investment / Finance & Investment · Regression Analysis video StatQuest with Josh Starmer Finance & Investment / Finance & Investment · Quantitative Methods video StatQuest with Josh Starmer Finance & Investment / Finance & Investment · Hypothesis Testing video 3Blue1Brown Essence of Linear Algebra Robotics / Robotics · Linear Algebra: Vectors and Matrices video NetworkChuck YouTube channel DevOps / DevOps · OS & Networking video TechWorld with Nana, What is DevOps DevOps / DevOps · CALMS Model & Culture video Honeycomb, Observability Engineering resources DevOps / DevOps · Distributed Tracing video Jeff Geerling, Ansible 101 DevOps / DevOps · IaC & Config Management video Honeycomb, Observability Engineering resources DevOps / DevOps · OpenTelemetry (OTel) video NetworkChuck, Linux for Hackers DevOps / DevOps · Bash Scripting & Text video TechWorld with Nana, What is DevOps DevOps / DevOps · DevOps Fundamentals video Jeff Geerling, Ansible 101 DevOps / DevOps · Ansible & Idempotency video CoderDave, GitHub Actions Step by Step DevOps / DevOps · GitHub Actions & Modern CI video The Coding Train, Git and GitHub for Poets DevOps / DevOps · Version Control video Honeycomb, Observability Engineering DevOps / DevOps · Observability & Monitoring video TechWorld with Nana, Docker Masterclass DevOps / DevOps · Containerization video The Coding Train, Git and GitHub for Poets DevOps / DevOps · Git Internals & Workflows video NetworkChuck, Networking for Cloud DevOps / DevOps · TCP/IP & DNS Fundamentals video Elastic official YouTube channel DevOps / DevOps · Logging Aggregation video TechWorld with Nana, Jenkins Full Course DevOps / DevOps · CI/CD Pipelines video Kunal Kushwaha, Python for DevOps DevOps / DevOps · Python Scripting Essentials video TechWorld with Nana, Docker Masterclass DevOps / DevOps · Docker Internals & Optimization video NetworkChuck, Linux for Hackers DevOps / DevOps · Linux OS Fundamentals video Techno Tim, Grafana & Prometheus Tutorial DevOps / DevOps · Prometheus Metrics & Alerting video TechWorld with Nana YouTube channel DevOps / DevOps · Junior DevOps Engineer video TechWorld with Nana, Docker Masterclass DevOps / DevOps · Docker Compose & Networking video TechWorld with Nana, Jenkins Full Course DevOps / DevOps · Jenkins & Pipeline-as-Code video Figma official YouTube channel office hours UI & UX Design / UI & UX Design · High-Fidelity Prototyping in Figma video AJ and Smart design sprint channel UI & UX Design / UI & UX Design · Design Thinking and Double Diamond video AJ and Smart design sprint resources UI & UX Design / UI & UX Design · Low-Fidelity Sketching video Plasma Dynamics Lab University of Michigan lectures Space Technology / Space Technology · Hall Effect Thruster Design video JPL Basics of Electric Propulsion series Space Technology / Space Technology · Propulsion Systems video JPL Basics of Electric Propulsion series Space Technology / Space Technology · Hall Effect Thruster Design video NASA cFS Workshop recordings Space Technology / Space Technology · NASA core Flight System video Dr Shane Ross orbital mechanics with Python Space Technology / Space Technology · Space Physics Foundations video Cyrill Stachniss Kalman filter lecture series Space Technology / Space Technology · Extended Kalman Filter for Attitude video Dr Shane Ross orbital mechanics with Python Space Technology / Space Technology · Keplerian Elements and the Two-Body Problem video Alexander the ok Two-Body Problem series Space Technology / Space Technology · Space Physics Foundations video Dr Shane Ross orbital mechanics with Python Space Technology / Space Technology · Engineering Mathematics for Space video Valispace webinar recordings on MBSE Space Technology / Space Technology · Integration, Verification and Validation video Julia Sliwa attitude dynamics with Python Space Technology / Space Technology · Attitude Control with Reaction Wheels video RF Shop link budget calculation videos Space Technology / Space Technology · RF Link Budgeting video Alexander the ok Two-Body Problem series Space Technology / Space Technology · Hohmann Transfers and Delta-V Budgets video NASA cFS Workshop recordings Space Technology / Space Technology · Radiation Effects and Mitigation video 3Blue1Brown eigenvalues and eigenvectors Quantum Computing / Quantum Computing · Unitary and Hermitian Matrices video 3Blue1Brown quantum mechanics visualized Quantum Computing / Quantum Computing · Bloch Sphere and Single-Qubit Gates video Quantinuum real time QEC talks Quantum Computing / Quantum Computing · Surface Codes and Decoding video Plasma dynamics lab superconducting qubit lectures Quantum Computing / Quantum Computing · Superconducting Transmon Qubits video Umesh Vazirani CS294 quantum computing course Quantum Computing / Quantum Computing · Quantum Mechanics Foundations