Supervised Learning:
It ill provides an output if we give an input into the applications called supervised Learning.
It ill provides an output if we give an input into the applications called supervised Learning.
Machine Learning:
Field of study that's gives computers the ability to learn without explicitly programs.
Ex. YouTube Advertisement and online shopping. It will generate an advertisement and shopping related notification for the user interest.
Data Science:
It will extract the knowledge and insights from data.
Ex. Share market data. It will analysis an insight of data and decided a probability of output.
Deep Learning:
It will take a multiple input and decided output like human brain by using a Artificial Neural Network.
Open-source frameworks for Machine Learning tool:
- PyTorch
- TensorFlow
- Hugging Face
- PaddlePaddle
- Scikit-learn
- R
How is Alexa works?
Steps to process the command:
1) Trigger word detection to activate the device [ Hi Alexa]
2) Speech recognition - "what is the weather in Delhi today" [convert audio file into text]
3) Intent recognition - purpose of the user "weather in Delhi"
4) Execute weather query and given output to user.
Generative AI:
AI system that can produce a high-quality content like text, image and audio. It used the machine learning model and learned a data and generate an output content.
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