Get ready to be transported to a whole new dimension with quantum teleportation — where the impossible becomes possible! Originally published on amitnikhade.com What exactly is quantum teleportation? Quantum teleportation is an amazing idea in quantum mechanics that allows us to send information from one place to another without any physical connection between them. It’s…

The model has been trained and dumped, what next? Originally published on amitnikhade.com Deploying a deep learning model in production is a complex task that requires careful attention to both technical and practical details. …

The smooth and non-monotonic function that can be used in place of the commonly used ReLU activation function. Originally published on amitnikhade.com Introduction to Activation Functions In machine learning and deep learning, an activation function is a mathematical function that is applied to the output of a neural network layer to introduce non-linearity into the network, allowing it…

An Attention Mechanism for Channel-Wise Feature Enhancement originally published on amitnikhade.com Introduction Squeeze-and-Excitation (SE) Networks are a type of artificial neural network that helps computers better understand and recognize images. They do this by focusing on the important parts of an image and ignoring the unimportant parts. The SE module in…

Unlocking the mysteries of quantum computing with the power of gates. (originally published on amitnikhade.com) Introduction A quantum gate is a basic building block of quantum computation, which performs a specific unitary operation on a quantum state. …

Precision at a fraction of the size: Experience the power of quantization for your deep learning models Originally published on amitnikhade.com Originally published on amitnikhade.com Introduction Model quantization is a technique for reducing the precision of the weights and activations of a neural network model. This process can be used to…

Originally Published on amitnikhade.com How OpenAI’s chatGPT beats google search engine, in terms of results more insightful and catchy without any loitering. A revolutionary AI that has handed a ladder to the existing AI to climb wonders. (November 30, 2022) ChatGPT was built on top of GPT-3, their last flagship…

A solution to the problem of facing a problem properly, without letting feel a problem as a problem. Originally published on: amitnikhade.com Problem at a glance A lot of difficulties are faced by beginners in AIML and Data Science. They don’t get proper directions on how to deal with a specific problem and hence…

Some moments occur when we notice that we have seen this term somewhere and we don’t remember what it exactly means. Entropy and information gain belong to the same categories of terminologies. We will try to understand entropy and information gain in a very simple and uncomplicated way. A basic understanding of the decision tree is required to understand these two terminologies. If you haven’t yet seen what is a decision tree, that really cool you are at the right address, you’ll take away something memorable from here.