Robotics and Artificial Intelligence Fundamentals
( 25 Modules )

Module #1
Introduction to Robotics
Overview of robotics, its history, and applications

Module #2
Robotics Components
Sensors, actuators, microcontrollers, and power systems

Module #3
Robot Operating System (ROS)
Introduction to ROS, its architecture, and benefits

Module #4
Robot Kinematics
Forward and inverse kinematics, joint space, and task space

Module #5
Robot Dynamics
Lagrangian mechanics, Newton-Euler formulation, and motion planning

Module #6
Artificial Intelligence Fundamentals
Introduction to AI, machine learning, and deep learning

Module #7
Machine Learning Basics
Supervised, unsupervised, and reinforcement learning, model evaluation

Module #8
Neural Networks
Introduction to neural networks, perceptron, and backpropagation

Module #9
Deep Learning
Convolutional neural networks, recurrent neural networks, and long short-term memory networks

Module #10
Computer Vision
Image processing, object detection, and image segmentation

Module #11
Natural Language Processing
Text preprocessing, tokenization, and language models

Module #12
Robot Perception
Sensor fusion, object recognition, and scene understanding

Module #13
Robot Motion Planning
Graph-based methods, sampling-based methods, and motion planning algorithms

Module #14
Robot Control
Control architectures, feedback control, and control algorithms

Module #15
Human-Robot Interaction
User interfaces, human-robot collaboration, and social robots

Module #16
AI for Robotics
AI applications in robotics, including SLAM, grasping, and manipulation

Module #17
Robot Learning
Learning from demonstration, imitation learning, and reinforcement learning in robotics

Module #18
Robot Navigation
Sensing and perception for navigation, localization, and mapping

Module #19
Robotics in Healthcare
Applications of robotics in healthcare, including robotic surgery and rehabilitation

Module #20
Robotics in Manufacturing
Applications of robotics in manufacturing, including assembly and inspection

Module #21
Robotics in Logistics and Supply Chain
Applications of robotics in logistics and supply chain management

Module #22
Robotics in Agriculture
Applications of robotics in agriculture, including autonomous farming and harvesting

Module #23
Robotics in Space Exploration
Applications of robotics in space exploration, including planetary rovers and satellites

Module #24
Ethics and Social Implications of Robotics and AI
Ethical considerations, job displacement, and societal impact

Module #25
Course Wrap-Up & Conclusion
Planning next steps in Robotics and Artificial Intelligence Fundamentals career

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Robotics and Artificial Intelligence Fundamentals ( 25 Modules )

Robotics and Artificial Intelligence Fundamentals
( 25 Modules )