LightSpeed intro to Deep Learning
LightSpeed intro to DL In this post, you'll learn about- Basic necessities of DL theory Keras and TensorFlow (optional) How to make a Neural Network that can identify digits in a picture! Basic Necessities of Deep Learning Theory Now, what is Deep Learning ? It is, plainly the art of training Neural Networks . Okay, so what are Neural Networks? They are just another type of Machine Learning model, which apparently work like the brain. And now, two questions remain- 'What do they do?' and 'How do they work?' The answer to the first question is that they first predict some output for a problem using layers , with randomly initialized parameters. Then, after seeing how far they are from the actual truth, they change their settings to obtain lesser loss or distance from the truth. Now for the second question, the answer is much less mystified and more mathematical. It computes a non-linear function (usually a ReLU of the (input if it's the fir...

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