Price:
$3,995.00
Days:
1
Virtual
• Gain a foundational understanding of robotics, including its history, evolution, and the role of AI in robotics.
• Explore and implement deep learning algorithms and reinforcement learning techniques in robotics applications.
• Develop practical skills through hands-on sessions and real-world case studies, focusing on autonomous systems and intelligent agents.
• Understand and apply ethical considerations, safety standards, and policy frameworks in AI-driven robotics.
• Stay updated on emerging trends and technologies shaping the future of AI and robotics.
• Knowledge of networking protocols and technologies
• Experience with network security practices
• Familiarity with network monitoring tools
• Proficiency in troubleshooting network issues
• Understanding of firewalls, VPNs, and other security measures
• Ability to configure and manage routers and switches
• Experience with network performance optimization
• Strong problem-solving skills
• Excellent communication and teamwork abilities
• Relevant certifications (e.g., CCNA, CompTIA Network+)
– Introduction to Robotics and Artificial Intelligence (AI)
• Overview of Robotics: Introduction, History, Evolution, and Impact
• Introduction to Artificial Intelligence (AI) in Robotics
• Fundamentals of Machine Learning (ML) and Deep Learning
• Role of Neural Networks in Robotics
– Understanding AI and Robotics Mechanics
• Components of AI Systems and Robotics
• Deep Dive into Sensors, Actuators, and Control Systems
• Exploring Machine Learning Algorithms in Robotics
– Autonomous Systems and Intelligent Agents
• Introduction to Autonomous Systems
• Building Blocks of Intelligent Agents
• Case Studies: Autonomous Vehicles and Industrial Robots
• Key Platforms for Development: ROS (Robot Operating System)
– AI and Robotics Development Frameworks
• Python for Robotics and Machine Learning
• TensorFlow and PyTorch for AI in Robotics
• Introduction to Other Essential Frameworks
– Deep Learning Algorithms in Robotics
• Understanding Deep Learning: Neural Networks, CNNs
• Robotic Vision Systems: Object Detection, Recognition
• Hands-on Session: Training a CNN for Object Recognition
• Use-case: Precision Manufacturing with Robotic Vision
– Reinforcement Learning in Robotics
• Basics of Reinforcement Learning (RL)
• Implementing RL Algorithms for Robotics
• Hands-on Session: Developing RL Models for Robots
• Use-case: Optimizing Warehouse Operations with RL
– Generative AI for Robotic Creativity
• Exploring Generative AI: GANs and Applications
• Creative Robots: Design, Creation, and Innovation
• Hands-on Session: Generating Novel Designs for Robotics
• Use-case: Custom Manufacturing with AI
– Natural Language Processing (NLP) for Human-Robot Interaction
• Introduction to NLP for Robotics
• Voice-Activated Control Systems
• Hands-on Session: Creating a Voice-command Robot Interface
• Case-Study: Assistive Robots in Healthcare
– Practical Activities and Use-Cases
• Hands-on Session-1: Building AI Models for Object Recognition using Python Programming
• Hands-on Session-2: Path Planning, Obstacle Avoidance, and Localization Implementation using Python Programming
• Hands-on Session-3: PID Controller Implementation using Python programming
• Use-cases: Precision Agriculture, Automated Assembly Lines
– Emerging Technologies and Innovation in Robotics
• Integration of Blockchain and Robotics
• Quantum Computing and Its Potential
– Exploring AI with Robotic Process Automation
• Understanding Robotic Process Automation and its use cases
• Popular RPA Tools and Their Features
• Integrating AI with RPA
– AI Ethics, Safety, and Policy
• Ethical Considerations in AI and Robotics
• Safety Standards for AI-Driven Robotics
• Discussion: Navigating AI Policies and Regulations
– Innovations and Future Trends in AI and Robotics
• Latest Innovations in Robotics and AI
• Future of Work and Society: Impact of AI and Robotics
Support Diversity, Equity, and Inclusion with Every Purchase.
Great Horizons is a North Carolina Certified HUB Vendor and WOSB. By becoming a patron of our organization, you are not only supporting a historically underutilized business, but a woman-owned small business as well.
Give your organization the skills edge it needs. Our corporate training experts will work with you to design, deliver, and support a customized IT program that drives real business results.