Introduction to Arduino: UNO R4 Minima
Explore Arduino UNO R4 Minima: setup, programming, and potential applications. Hands-on tutorial for beginners and makers interested in microcontroller projects.
Machine Learning for Signal Processing - Data Compression and Denoising
Explore machine learning for signal processing, focusing on data compression and noise removal using PCA. Learn linear algebra applications and alternative techniques for effective data analysis.
Predicting Power Generation from Windmill Using Machine Learning
Explore machine learning techniques to forecast windmill electricity generation based on wind speed, direction, and turbine characteristics. Learn decision trees and random forests for renewable energy prediction.
GTC 2017: GPU Computing for the Construction Industry - AR/VR for Learning Planning and Safety
Explore AR/VR applications in construction for enhanced learning, planning, and safety practices, presented by Gilbane Building Company experts at NVIDIA's 2017 conference.
Binary Card Reader
Learn to create an escape room prop using ESP32 or Arduino to decode binary values from punched cards, featuring laser and LDR arrays, voltage divider circuits, and detailed code explanations.
Crafting Your Dockerfile for Robotics Projects - Docker Tutorial Part 3
Learn to craft effective Dockerfiles for robotics projects, covering user management, networking, GUI programs, and best practices for creating robust Docker images.
Reinforcement Learning
Explore reinforcement learning concepts and their applications in psychology and neuroscience. Hands-on exercises demonstrate how algorithms explain animal learning and dopamine neuron firing.
Internet of Things Security Challenges and Approaches - 2016
Explore challenges and approaches for securing Internet of Things (IoT) devices, including heterogeneous environments, data gathering, and working with project sponsors to identify and resolve security issues.
Artificial Intelligence-Machine Learning in Manufacturing and Inspection - A GE Perspective
Explore GE's perspective on AI/ML in manufacturing, focusing on metal additive manufacturing, ceramic matrix composites, and microstructure quantification for improved quality assurance.
Dynamical Distance Learning for Semi-Supervised and Unsupervised Skill Discovery
Explore dynamical distance learning for reinforcement agents, enhancing policy learning through state distance estimation. Discover applications in semi-supervised and unsupervised skill acquisition.
Artificial Intelligence in the Impact of Covid-19 - IFERP
Explore AI's role in combating COVID-19, from deep learning applications to automated detection systems. Learn about innovative solutions and cutting-edge technologies shaping pandemic response strategies.
Arduino Pong - Ball Movement and Collision Detection - Part 2
Learn to create Pong on Arduino, focusing on ball collision detection, movement, and game mechanics using efficient binary operations and clever algorithms.
Arduino Pong Game Development on LCD Panel - Part 9
Learn to create Pong on a 16x2 LCD panel using Arduino. Covers drawing, paddle movement, user input processing, and problem-solving techniques through live coding.
Arduino Programming Tutorial - Core C Language for Microcontrollers
Learn Arduino programming essentials: variables, loops, functions, data types, and more. Create projects, manipulate hardware, and master core C language concepts for microcontroller development.
Designing Secure IoT Products
Practical guide to IoT product security: threat modeling, PSA Certified framework, and nRF Connect SDK implementation. Covers security principles, hardware/firmware specifications, and certification process.
Making Machines That See - Geometry, Uncertainty and Deep Learning
Explore computer vision advancements, from 3D object reconstruction to real-time deep learning systems incorporating geometry and uncertainty, with applications in robotics and mobile technology.
Solving Private Set Intersection via Cuckoo Hashing - Benny Pinkas, Bar-Ilan University, Israel
Explore private set intersection protocols, including custom and generic MPC approaches, with a focus on Cuckoo hashing for efficient computation of PSI variants in cryptography and security.
The Truck Backer-Upper
Explore neural network applications in vehicle control, focusing on the Truck Backer-Upper problem. Learn about state transitions, training strategies, and Bayesian neural networks.
Model-Based Deep Learning with Applications to Imaging - Yonina Eldar, PhD
Explore model-based deep learning approaches for efficient, interpretable networks in signal and image processing, with applications in imaging, ultrasound, and COVID-19 detection.
OpenAI Environments - Mike Rudd
Explore OpenAI environments, including robotics and retro games. Learn to build custom environments and understand reinforcement learning concepts like reward functions.
Imitation Learning
Explore imitation learning techniques, from behavioral cloning to generative adversarial methods, with applications in autonomous driving and conversational agents.