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