Artificial Intelligence
Artificial Intelligence (AI) is a branch of computer science focused on creating machines and software that can perform tasks that typically require human intelligence. These tasks include problem-solving, learning, decision-making, language understanding, perception, and more.
Types of AI
- Narrow AI (Weak AI) – Designed for a specific task (e.g., Siri, ChatGPT, Google Search).
- General AI (Strong AI) – Aims to perform any intellectual task a human can do (still theoretical).
- Super AI – Hypothetical AI surpassing human intelligence.
Key AI Technologies
- Machine Learning (ML): Algorithms that allow computers to learn from data.
- Deep Learning: Advanced ML using neural networks to process complex data.
- Natural Language Processing (NLP): AI's ability to understand and generate human language.
- Computer Vision: AI systems that interpret and analyze visual data.
- Robotics: AI-driven machines performing physical tasks.
Applications of AI
- Healthcare: AI-assisted diagnostics, robotic surgery, personalized medicine.
- Finance: Fraud detection, algorithmic trading, risk assessment.
- Retail: Chatbots, personalized recommendations, inventory management.
- Autonomous Vehicles: Self-driving cars and drones.
- Cybersecurity: AI-driven threat detection and prevention.
🗃️ Machine Learning (ML)
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📄️ Apache AI Projects
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📄️ References
Implementing AI with Scikit-Learn and Kafka: A Complete Guide