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ROS Noetic / ROS2 Humble – Robot brain framework
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Gazebo / Ignition – Physics-based robot simulator
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Webots – Easy 3D robot simulation
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CoppeliaSim (V-REP) – Powerful robot simulation suite
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NVIDIA Isaac Sim – High-end robotics simulation (free for students)
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Fusion 360 (Free for students)
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Onshape (Browser-based CAD)
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SolidWorks Student Edition
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Blender (Animations + physics)
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Arduino documentation
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Raspberry Pi docs
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ESP32/ESP8266 dev guides
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Pololu robotics components
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Adafruit + SparkFun tutorials
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OpenCV – Computer vision library
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MediaPipe – Hand/pose/face tracking
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TensorFlow Lite – On-device ML
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YOLOv8 – Object detection
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PyTorch – ML training & inference
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Edge Impulse – Train ML models for embedded devices
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PX4 Autopilot documentation
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ArduPilot documentation
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QGroundControl (Mission planning software)
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DJI SDK (For compatible drones)
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Betaflight (FPV drone firmware)
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OpenBionics resources
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e-NABLE prosthetic design library
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MyoWare + EMG sensor tutorials
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3D-printable prosthetic models on GrabCAD
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DARPA Robotics Challenge resources
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Open-source SLAM papers & code
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Lidar datasets (KITTI, ScanNet)
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Robotics warehouse datasets
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Y Combinator Startup School
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Sequoia’s “Writing a Business Plan”
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Y Combinator’s 10-slide pitch template
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Business Model Canvas (downloadable template)
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TAM/SAM/SOM market sizing guides
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OBS Studio (recording demos)
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CapCut / DaVinci Resolve (easy editing)
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Canva (for pitch deck design)
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Figma (UI/UX for robot interfaces)
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KITTI Vision Benchmark
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COCO Dataset
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Open Images Dataset
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Google Scanned Objects
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Physion (physics interaction data)
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OpenAI API (for AI/robotics integration)
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Google Firebase (IoT dashboards)
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Blynk / Node-RED (quick robotics UIs)
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MQTT brokers for robot communication
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Twilio / WhatsApp API (alerts & remote control)
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“Robotics 101” – MIT OpenCourseWare
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“Modern Robotics” – Northwestern University
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Coursera Robotics Specialization
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Udacity Flying Car Nanodegree (drones)
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FreeCodeCamp Python + AI tutorials
