Understanding Deep Learning in a Comic way.
Do you know how Deep Learning works ? By the way deep learning is the core technology of almost every AI model nowadays you see around…
Do you know how Deep Learning works ? By the way deep learning is the core technology of almost every AI model nowadays you see around, the most famous example is Chatgpt. Ok now lets start with a story of Parth in a comic way:
Basically, the same steps (image 2–5) happens over and over with a deep learning model, and each time it happens, it’s called an ‘Epoch’. So after the first Epoch, it’s like taking a test and repeating everything from the start, again and again, until it succeeds.
In the world of AI characters are represented by the following terms:
1. Boy (student) is Deep Learning Model.
2. Teaching Assistant (TA) is Loss Function, he tells the model how wrong or correct he is.
3. Teacher is Optimizer, in the AI world Optimizer corrects the weights (knowledge) of model
So now if someone asks you about AI, you can say it’s like a student learning with help from teachers and assistants again and again.
Cheers :)
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