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Amit Nikhade
Amit Nikhade

65 Followers

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May 5

One of the most powerful tool that gets ignored

A powerful machine learning technique that merges neural networks and Bayesian statistics to make predictions that are both accurate and reliable. Originally published on amitnikhade.com Imagine you want to predict whether your friend will come to your party. …

Bayesian

6 min read

One of the most powerful tool that gets ignored
One of the most powerful tool that gets ignored
Bayesian

6 min read


Apr 11

Quantum Teleportation

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…

Quantum Teleportation

4 min read

Quantum Teleportation
Quantum Teleportation
Quantum Teleportation

4 min read


Mar 12

A 4-step guide to making a deployment-ready deep learning model

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. …

Deployment

5 min read

A 4-step guide to making a deployment-ready deep learning model
A 4-step guide to making a deployment-ready deep learning model
Deployment

5 min read


Mar 6

Swish Activation function

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…

Deep Learning

6 min read

Swish Activation function
Swish Activation function
Deep Learning

6 min read


Feb 14

Squeeze-and-Excitation: Enhancing CNNs for Improved Feature Representation

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…

Amit Nikhade

5 min read

Squeeze-and-Excitation: Enhancing CNNs for Improved Feature Representation
Squeeze-and-Excitation: Enhancing CNNs for Improved Feature Representation
Amit Nikhade

5 min read


Jan 12

Mastering the Fundamentals: A Quick Look at Quantum Gates

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. …

Amit Nikhade

7 min read

Mastering the Fundamentals: A Quick Look at Quantum Gates
Mastering the Fundamentals: A Quick Look at Quantum Gates
Amit Nikhade

7 min read


Jan 10

Unleashing the Full Potential of Deep Learning Models: A Guide to Quantization Techniques

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…

Quantization

6 min read

Unleashing the Full Potential of Deep Learning Models: A Guide to Quantization Techniques
Unleashing the Full Potential of Deep Learning Models: A Guide to Quantization Techniques
Quantization

6 min read


Dec 25, 2022

ChatGPT: The Next Level of Google search.

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…

Amit Nikhade

4 min read

ChatGPT: The Next Level of Google search.
ChatGPT: The Next Level of Google search.
Amit Nikhade

4 min read


Published in

CodeX

·Oct 28, 2022

A vaccine has been launched for beginners in the AI domain

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…

Data Science

5 min read

A vaccine has been launched for beginners in the AI domain
A vaccine has been launched for beginners in the AI domain
Data Science

5 min read


May 15, 2022

Entropy and Information gain

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.

Data Science

1 min read

Entropy and Information gain
Entropy and Information gain
Data Science

1 min read

Amit Nikhade

Amit Nikhade

65 Followers

Data Scientist at SIL| Meet me at amitnikhade.com

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