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AI+ Robotics™ Spanish
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Introduction
Course Introduction
Announcements
Lab Instructions
Audio Book: Introduction AI+ Robotics
Module 1: Introduction to Robotics and Artificial Intelligence (AI)
1.1 Introduction to Robotics
1.2 Historical Milestones in Robotics Development
1.3 Evolution of Robotics and Industry Impact
1.4 Definition of AI and its Role in Robotics
1.5 AI Types in Robotics
1.6 Machine Learning in Robotics
1.7 Deep Learning and Robotics
1.8 ANNs in Robotics
1.9 Neural Networks in Robotics
Module 1: Introduction to Robotics and Artificial Intelligence (AI)
Audio Book: Introduction to Robotics and Artificial Intelligence (AI)
Podcast: Introduction to Robotics and Artificial Intelligence (AI)
Activity: Timeline
Activity: Tab Type 1
Activity: Multiple choice with image
Activity: True/False
Activity: Knowledge checks
Quiz
Module 2: Understanding AI and Robotics Mechanics
2.1 Hardware Essentials
2.2 Software Components
2.3 Sensors
2.4 Actuators and Control System
2.5 Supervised Learning
2.6 Unsupervised Learning
2.7 Reinforcement Learning
2.8 Artificial Neural Networks (ANNs)
Module 2: Understanding AI and Robotics Mechanics
Audio Book: Understanding AI and Robotics Mechanics
Podcast: Understanding AI and Robotics Mechanics
Activity: Accordion
Activity: Scenario Activity
Activity: Multiple Response
Activity: Knowledge checks
Quiz
Module 3: Autonomous Systems and Intelligent Agents
3.1 Efficient Autonomous Systems
3.2 Intelligent Agent Components and Interactions
3.3 Autonomous Systems: Examples and Challenges
3.4 ROS in Robotics Development
3.5 ROS Benefits for Autonomous Systems
Module 3: Autonomous Systems and Intelligent Agents
Audio Book: Autonomous Systems and Intelligent Agents
Podcast: Autonomous Systems and Intelligent Agents
Activity: Carousel/ Slideshow
Activity: Drag-and-Drop
Activity: Knowledge checks
Quiz
Module 4: AI and Robotics Development Frameworks
4.1 Basics of Python Programming Language
4.2 Python for Robotics and ML
4.3 Overview of TensorFlow and PyTorch Libraries
4.4 TensorFlow & PyTorch for AI Algorithms
4.5 Robotics Frameworks: OpenCV, ROS
4.6 Applications and Benefits of Using These Frameworks in AI and Robotics Projects
Module 4: AI and Robotics Development Frameworks
Audio Book: AI and Robotics Development Frameworks
Podcast: AI and Robotics Development Frameworks
Activity: Carousel/ Slideshow
Activity: Flip Card
Activity: Problem Statement: Type 1
Activity: Knowledge checks
Quiz
Lab Practice 4.1
Lab Practice 4.2
Python File Download
Module 5: Deep Learning Algorithms in Robotics
5.1 Neural Networks and CNNs in Robotics
5.2 CNNs for Image Recognition and Object Detection
5.3 Robotics: Components, Techniques, Algorithms
5.4 Robotic Vision Systems in Action: Case Studies and Examples
Module 5: Deep Learning Algorithms in Robotics
Audio Book: Deep Learning Algorithms in Robotics
Podcast: Deep Learning Algorithms in Robotics
Activity: Multiple Response
Activity: Knowledge checks
Quiz
Lab Practice 5.1
Python File Download
Module 6: Reinforcement Learning in Robotics
6.1 RL Concept and its Application in Robotics
6.2 Key Components of RL such as Agents, Environments, States, Actions
6.3 Overview of Popular RL Algorithms Used in Robotics (e.g., Q-learning, DQN)
6.4 Implementation of RL Algorithms for Robotic Applications
6.5 Case Study: Demonstrating How RL is Used to Optimize Warehouse
6.6 Examples: Improved Efficiency and Resource Utilization through RL-Based Robotic
Module 6: Reinforcement Learning in Robotics
Audio Book: Reinforcement Learning in Robotics
Podcast: Reinforcement Learning in Robotics
Activity: Drag-and-Drop
Activity: Tab Type 2
Activity: Case Study: Type 2
Activity: Knowledge checks
Quiz
Lab Practice 6.1
Lab Practice 6.2
Lab Practice 6.3
Python File Download
Module 7: Generative AI for Robotic Creativity
7.1 Introduction to Generative Adversarial Networks (GANs) and Working
7.2 GANs in Robotics: Realistic Image Generation
7.3 Generative AI Enables Robotic Innovation
7.4 AI Robots: Creative Projects, Products
7.5 Case Study: Demonstrating the Use of AI-Generated Designs in Custom Manufacturing
7.6 Generative AI: Unique, Customized Products
Module 7: Generative Artificial Intelligence (AI) for Robotic Creativity
Audio Book: Generative Artificial Intelligence (AI) for Robotic Creativity
Podcast: Generative AI for Robotic Creativity
Activity: Accordion
Activity: Carousel/ Slideshow
Activity: Sequence
Activity: Knowledge checks
Quiz
Lab Practice 7.1
Lab Practice 7.2
Python File Download
Module 8: Natural Language Processing (NLP) for Human-Robot Interaction
8.1 Basics of Natural Language Processing and its Application in Robotics
8.2 NLP Techniques for Human-Robot Communication
8.3 Voice-Activated Control Systems
8.4 Integration of NLP Algorithms for Recognizing and Processing Voice Commands
8.5 Case study: The use of NLP-Enabled Robots in Healthcare Settings
8.6 Latest Innovations in Robotics and AI
Module 8: Natural Language Processing (NLP) for Human-Robot Interaction
Audio Book: Natural Language Processing (NLP) for Human-Robot Interaction
Podcast: Natural Language Processing (NLP) for Human-Robot Interaction
Activity: True/False
Activity: Tab Type 1
Activity: Problem Statement
Activity: Knowledge checks
Quiz
Lab Practice 8.1
Lab Practice 8.2
Python File Download
Module 9: Practical Activities and Use-Cases
9.1 Use-cases: Precision Agriculture, Automated Assembly Lines
Module 9: Practical Activities and Use-Cases
Audio Book: Practical Activities and Use-Cases
Podcast: Practical Activities and Use-Cases
Activity: Case Study: Type 2
Activity: Knowledge checks
Quiz
Lab Practice 9.1
Lab Practice 9.2
Lab Practice 9.3
Lab Practice 9.4
Lab Practice 9.5
Lab Practice 9.6
Python File Download
Module 10: Emerging Technologies and Innovation in Robotics
10.1 Enhancing Security and Traceability with Blockchain in Robotics
10.2 Use-case: Blockchain Integration in Robotic Systems
10.3 Quantum Computing Basics & Implications
10.4 Quantum Computing and AI Algorithms in Robotics
10.5 Use-Case: Environmental Conservation with Robotics
Module 10: Emerging Technologies and Innovation in Robotics
Audio Book: Emerging Technologies and Innovation in Robotics
Podcast: Emerging Technologies and Innovation in Robotics
Activity: Multiple Response
Activity: Accordion
Activity: Knowledge checks
Quiz
Module 11: Exploring AI with Robotic Process Automation
11.1 Robotic Process Automation (RPA) and its Significance in Automating
11.2 RPA Basics and Use Cases
11.3 Identify the Leading RPA Tools in the Market
11.4 RPA: Features, Benefits, Applications
11.5 AI-Powered RPA: Cognitive Automation
11.6 AI Integrations: NLP & ML
11.7 Case Studies on AI-Enhanced RPA Implementations in Different
Module 11: Exploring Artificial Intelligence (AI) with Robotic Process Automation
Audio Book: Exploring Artificial Intelligence (AI) with Robotic Process Automation
Podcast: Exploring AI with Robotic Process Automation
Activity: Tab Type 2
Activity: Tab Type 1
Activity: Scenario Activity
Activity: Knowledge checks
Quiz
Module 12: AI Ethics, Safety, and Policy
12.1 Discussing Ethical Challenges such as Bias, Transparency, and Accountability
12.2 Designing Ethical AI Systems in Robotics
12.3 Safety Standards and Regulations for AI-Driven
12.4 Safety in Robotics Design and Interaction
12.5 Exploring Current and Future AI Policies and Regulations
12.6 Impact of AI Policies on Robotics Development
Module 12: Artificial Intelligence (AI) Ethics, Safety, and Policy
Audio Book: AI Ethics, Safety, and Policy
Podcast: AI Ethics, Safety, and Policy
Activity: Drag-and-Drop
Activity: Popup
Activity: Problem Statement: Type 1
Activity: Knowledge checks
Quiz
Module 13: Innovations and Future Trends in AI and Robotics
13.1 Exploring Cutting-Edge Developments and Breakthroughs
13.2 Example: Innovative AI and Robotics Projects
13.3 AI and Robotics Transforming Industries & Workplaces
13.4 Societal Implications of AI and Robotics Advancements
Module 13: Innovations and Future Trends in AI and Robotics
Audio Book: Innovations and Future Trends in AI and Robotics
Podcast: Innovations and Future Trends in AI and Robotics
Activity: True/False
Activity: Problem Statement: Type 1
Quiz
Course Summary
Course Summary
AI Agents Robotics
1.1 What Are AI Agents?
1.2 Applications and Trends for AI Agents in Robotics
1.3 Core Characteristics of AI Agents
1.4 Types of AI Agents
1.5 Case Study: NVIDIA Isaac Sim – AI Agent Platform for Robotic Learning and Simulation
Resources
AI+ Robotics Blueprint
AI+ Robotics Detailed Curriculum
AI+ Robotics Tools
AI+ Robotics Resources and References
AI CERTs Exam Guidelines
AI CERTs Exam Guidelines
AI+ Robotics Examination
AI+ Robotics Examination
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