AI Contd..
- 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)
- Descriptive AI: This tells what has happened according to data. ()
- Prescriptive AI: This tells me what to do according to data. (Recomendation systems)
ANN (Artificial Neural Network)
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ANN will have input layer, output layer and hidden layers
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each neuron will have a connection to the every neuron in next layer with a weight and each neuron will have an activation function which gives a mathematical value
- Deep learning neural network has atleast 3 hidden layers
Natural Language Processing (NLP)
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The ability of system to understand natural language and perform activities such as
- classification
- summarization
- translations
- sentiment analysis
- …
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Each word gets converted into a Vector in a larger dimension space.
