Free Download Intelligent Machines: How AI is Revolutionizing Robotics (Artificial Intelligence & Machine Learning) by Anshuman Mishra
English | April 28, 2025 | ISBN: N/A | ASIN: B0F6VH4NPW | 466 pages | EPUB | 1.33 Mb
Step-by-Step Book Overview:
Step 1: Begin with the BasicsThe 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 & RoboticsReaders 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 RoboticsThe 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 ApplicationsThe 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 AspectsIt 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 RoboticsYou will develop foundational clarity in both AI and robotics-perfect for academic projects, research, and technical interviews. 2. Industry-Relevant KnowledgeGain insights into how industries-from Tesla to agriculture-are using intelligent machines, preparing you for job roles in:Robotics EngineeringAI/ML EngineeringAutomation DesignIndustrial AI Applications 3. Hands-On PerspectiveIncludes case studies, real-world use cases, and example applications that help you:Connect theory to practiceThink critically about real-life challengesBuild your own small robotics/AI experiments 4. Technology-Centric LearningLearn 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 PrepYou'll be better equipped for:Internships and job roles in AI/RoboticsInterviews in companies like Google, Boston Dynamics, Tesla, etc.Competitive exams like GATE, UGC-NET, or UPSC (Tech stream) 6. Futuristic ThinkingExplore next-gen technologies like:Cobots (collaborative robots),Swarm intelligence,Human-robot symbiosis, and their impact on humanity.
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