-
Essentials of Deep Learning: Getting to know CapsuleNets (with Python codes)
Discover the concept behind capsule networks and compare the different neural network architecture in python. Learn about deep learning capsule networks.
Faizan Shaikh 15 May, 2020
-
Replicating Human Memory Structures in Neural Networks to Create Precise NLU algorithms
This article provides an intuitive understanding of neural networks, RNNs. Learn about LSTM vs GRU and how we can build human memory structure in NNs.
Tavish Srivastava 26 Jul, 2020
-
Automatic Image Captioning using Deep Learning (CNN and LSTM) in PyTorch
This article covers automatic Image Captioning. It also explains how to solve the image captioning problem using deep learning along with an implementation.
Faizan Shaikh 26 Aug, 2021
-
Essentials of Deep Learning: Visualizing Convolutional Neural Networks in Python
Learn the importance of CNN visualization. This article covers visualizing Convolutional Neural Network and methods of visualization in Python.
Faizan Shaikh 15 May, 2020
-
Essentials of Deep Learning – Sequence to Sequence modelling with Attention (using python)
This article covers Seq2Seq models and Attention models. This seq2seq tutorial explains Sequence to Sequence modelling with Attention.
Faizan Shaikh 15 May, 2020
-
How to create a poet / writer using Deep Learning (Text Generation using Python)?
Learn about text generators, text generation using python to build a machine learning model that can write sonnets in the style of William Shakespeare.
Pranjal 17 Oct, 2024
-
Introduction to PyTorch – A Simple Yet Powerful Deep Learning Library
PyTorch guide for deep learning! Explore tensors, autograd, and build a neural network. Plus, a case study on image recognition.
Faizan Shaikh 18 Feb, 2025
-
Learn Audio Beat Tracking for Music Information Retrieval (with Python codes)
In this article learn about beat tracking and how to solve an audio beat tracking problem for music information retrieval with python codes.
Faizan Shaikh 15 May, 2020
-
Introduction to Computational Linguistics and Dependency Trees in data science
An introduction to computational linguistics and dependency tree in data science. Learn how grammar relation among sentences can be used in different tasks.
Shivam Bansal 18 May, 2020
-
Essentials of Deep Learning : Introduction to Long Short Term Memory
In this article learn about long short term memory network and architecture of lstm in deep learning, promising solution to sequence.
Pranjal 20 Dec, 2024
