Intelligent Machines: How AI is Revolutionizing Robotics - Couverture souple

Livre 3 sur 15: Artificial Intelligence & Machine Learning

Mishra, Anshuman

 
9798281869010: Intelligent Machines: How AI is Revolutionizing Robotics

Synopsis

🔹 Step-by-Step Book Overview:

Step 1: Begin with the Basics

The book starts by laying a strong foundation in Artificial Intelligence (AI) and Robotics, explaining:
  • What AI is,
  • Different types of AI (Narrow, General, and Super AI),
  • Core concepts of robotics including actuators, sensors, and control systems,
  • And how both fields have evolved historically.
🔍 Goal: Help readers from any background (students, engineers, enthusiasts) build solid basic knowledge.

Step 2: Understand the Synergy Between AI & Robotics

Readers are introduced to the intersection of AI and robotics, learning:
  • How AI empowers robots to make decisions, see, speak, and move,
  • Where and why AI is embedded in robot intelligence,
  • A practical case study (AI Vacuum Robot) for real-world context.
🔍 Goal: Bridge the gap between theory and real-world applications.

Step 3: Learn Core AI Technologies Driving Robotics

The next section explores AI techniques and technologies, such as:
  • Machine Learning (how robots learn),
  • Computer Vision (how robots see),
  • Natural Language Processing (how robots talk),
  • Deep Learning and Reinforcement Learning.
🔍 Goal: Introduce tools and technologies behind smart robot behavior.

Step 4: Discover Real-World Applications

The book then transitions to application-driven learning:
  • Industrial robots in factories,
  • Social robots like Sophia,
  • Self-driving cars, drones, service robots in hospitals, agriculture, and defense.
🔍 Goal: Showcase how AI-powered robots are revolutionizing industries.

Step 5: Explore Ethical and Future Aspects

It addresses future possibilities, current limitations, and ethical challenges such as:
  • Robot rights,
  • Human-job replacement,
  • Data privacy, and human-robot collaboration.
🔍 Goal: Encourage responsible innovation and prepare readers for what's coming.


🎓 Benefits of Studying This Book (Step-by-Step)

1. Clear Understanding of AI and Robotics

You will develop foundational clarity in both AI and robotics—perfect for academic projects, research, and technical interviews.

2. Industry-Relevant Knowledge

Gain insights into how industries—from Tesla to agriculture—are using intelligent machines, preparing you for job roles in:
  • Robotics Engineering
  • AI/ML Engineering
  • Automation Design
  • Industrial AI Applications

3. Hands-On Perspective

Includes case studies, real-world use cases, and example applications that help you:
  • Connect theory to practice
  • Think critically about real-life challenges
  • Build your own small robotics/AI experiments

4. Technology-Centric Learning

Learn practical and modern concepts:
  • How machines learn (ML/DL),
  • How they see (Computer Vision),
  • How they speak (NLP),
  • How they make decisions (Reinforcement Learning).

5. Career Advancement and Interview Prep

You’ll be better equipped for:
  • Internships and job roles in AI/Robotics
  • Interviews in companies like Google, Boston Dynamics, Tesla, etc.
  • Competitive exams like GATE, UGC-NET, or UPSC (Tech stream)

6. Futuristic Thinking

Explore next-gen technologies like:
  • Cobots (collaborative robots),
  • Swarm intelligence,
  • Human-robot symbiosis, and their impact on humanity.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.