Tag: deep learning

Data Science

Difference Between Deep Learning and Machine Learning

by Vikram Singh

LAST UPDATED: September 29, 2023, 16:00 IST

Table of Content Difference Between Deep Learning and Machine Learning: Deep Learning vs. Machine LearningWhat is Machine Learning?Types of Machine LearningWhat is Deep Learning?Types of Deep LearningScenario-Based Real-Life ExampleKey Difference...

machine learning, deep learning

Data Science

Adam Optimizer for Stochastic Gradient Descent

by Shiksha Online

LAST UPDATED: March 2, 2023, 12:40 IST

In this blog, We will look at the working of the optimization methods in Neural Networks. Adam Optimizer is one of the advanced optimizers. Mathematical reasoning and the majority of...

deep learning

Data Science

Implementing VGG-16 using Pre-Trained model

by Shiksha Online

LAST UPDATED: February 8, 2023, 12:21 IST

This is a step-by-step guide of how to implement VGG-16 using a pre-trained model. After going through the article you will be able to understand the following:- IntroductionArchitectureProblem StatementInstalling required...

Python for Data Science, data science

Data Science

A Comprehensive Guide to Convolutional Neural Networks

by Shiksha Online

LAST UPDATED: January 9, 2023, 12:50 IST

CNN also known as Convolutional Neural Network or ConvNet, is a supervised deep neural network used in deep learning. Humans can see the environment, and they can identify and distinguish...

machine learning, deep learning

Data Science

Introduction to Recurrent neural networks and the Math behind them

by Atul Harsha

LAST UPDATED: December 26, 2022, 12:46 IST

Recurrent Neural Network (RNN) are deep learning algorithms with short-term memory created to deal with sequential data. This algorithm is commonly used in Google Search Suggestion, Apple voice search, Google...

deep learning, NLP and Text Mining

Technology

Pytorch vs Tensorflow – What’s the Difference?

by Anshuman Singh

LAST UPDATED: December 6, 2022, 18:25 IST

The main difference between Pytorch vs Tensorflow (as of now, both of these libraries are still evolving) is that more research-oriented developers use the Pytorch library. On the other hand,...

machine learning, deep learning

Data Science, Python

Handwritten Digit Recognition with 98% Accuracy

by Atul Harsha

LAST UPDATED: September 7, 2022, 13:43 IST

Almost everyone around as have different handwriting. Reading it might be easy for you, but when it comes to extract information out of it digitally might be bit tricky. Well...

Python for Data Science, deep learning