Artificial Intelligence
- Artificial intelligence refers to capability of system to perform tasks like human.
- Augmented Intelligence: AI works with humans (enhances human productivity)
- Human traits
- learn
- reason
- memory
- AI Winters
- AI Categories by strength:
- Narrow AI: AI performing domain specific tasks
- General AI: AI can perform tasks equal to humans
- Super AI: AI can perform tasks superior to humans
- AI Categories:
- Predictive AI: This predicts based on historical data.
- Generative AI: This generates a new content which can be multi modal(text/audio/image/video)
Machine Learning
- It is about using linear algebra, statistics, probability to build mathematical models which can predict.
- ML was a decent sucess.
Neural Networks
- ML Models were designed to mimic neurons which started solving complex problems
NLP (Natural Language Processing)
- Ability of the system to understand natural language which humans use.
Explore AI Tools
- Agent Mode in Chat GPT
- Napkin AI
