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Note: This is a long post, but I kept it as a single post to maintain continuity of the thought flow
In this longish post, I have tried to explain Deep Learning starting from familiar ideas like machine learning. This approach forms a part of my forthcoming book. You can connect with me on Linkedin to know more about the book. I have used this approach in my teaching. It is based on ‘learning by…Continue
Most of us start working with specific programming languages like TensorFlow and Pyspark
So, we are relatively not so used to working with Cloud APIs.
But Cloud APIs for Machine Learning and Deep Learning can make your life a lot easier in building AI and Machine Learning services
Of course, the Cloud APIs have a cost – but they…Continue
In this post, I explain the maths of Deep Learning in a simplified manner. To keep the explanation simple, we cover the workings of the MLP mode (Multilayer Perceptron). I have drawn upon a number of references – which are indicated in the post in the relevant sections.
Deep Learning models are playing a significant role in many domains. In the simplest case, deep learning involves stacking multiple neural network layers to address a…Continue