Best AI Development Services in Noida
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Best AI Development Services in Noida
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Presentation Transcript
AI vs ML vs Deep Learning Unraveling the Intelligent Hierarchy Presented By KICKR TECHNOLOGY
Introduction What is Artificial Intelligence (AI)? 01 AI enables machines to mimic human intelligence 02 It includes problem-solving, decision-making & automation Where ML & Deep Learning Fit In? 01 Machine Learning (ML): AI subset that learns from data 02 Deep Learning (DL): Advanced ML using neural networks
AI, ML, and Deep Learning Hierarchy AI → ML → Deep Learning (Pyramid Diagram) AI is the broadest field, ML is a subset, DL is a specialized part of ML
Artificial Intelligence (AI) AI enables machines to perform human-like tasks Chatbots, Virtual Assistants (Siri, Alexa), Self-driving cars Types of AI: Narrow AI – Task-specific (e.g., Recommendation systems) 1. General AI – Human-like intelligence (Still in research) 2.
Machine Learning (ML) ML is an AI subset that allows machines to learn from data How It Works? Algorithms improve performance over time Examples: Fraud detection, Personalized recommendations (Netflix, Amazon) Types of ML: Supervised Learning – Labeled data (e.g., Spam detection) 1. Unsupervised Learning – Finds patterns (e.g., Customer segmentation) Reinforcement Learning – Learns from rewards (e.g., Robotics, AlphaGo) 2. 3.
Deep Learning (DL) A specialized ML technique using neural networks How It Works? Inspired by the human brain, processes large data sets Examples: Voice recognition (Siri), Image processing (Face ID), AI art Why Deep Learning? ? Handles large, complex data ? Excels in tasks like speech, vision, and language processing
Real-World Applications AI: Virtual Assistants, Smart Devices, Automation ML: Fraud Detection, Predictive Analytics, Search Engines Deep Learning: Medical Diagnosis, Image Recognition, Self-driving Cars
Future of AI, ML & Deep Learning Trends to Watch: AI-powered automation & robotics More personalized AI experiences Advanced neural networks & AGI research
Conclusion Shaping Tomorrow Together AI is the umbrella ML is a subset → Deep Learning is the most advanced form AI is shaping the future Are you ready for the revolution?
Contact Us ? Stay connected with us for more innovations! info@kickrtechnologies.com www.kickrtechnologies.com
Thank You Thank you for exploring AI, ML, and Deep Learning with Kickr Technology! We are committed to providing cutting-edge solutions in AI and software development. Presented By KICKR TECHNOLOGY