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Essentials of Deep Learning: Introduction to Unsupervised Deep Learning (with Python codes)
This article gives you an overview of deep learning essentials. Learn about unsupervised deep learning with an intuitive case study.
Faizan Shaikh 18 Jul, 2024
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A Guide to Sequence Prediction using Compact Prediction Tree (with codes in Python)
Sequence prediction is the application of deep learning. In this article learn sequence prediction using compact prediction tree algorithms in python.
NSS 31 May, 2020
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A Must-Read Introduction to Sequence Modelling (with use cases)
This article explains Sequence Modelling along with sequence generators, sequence to sequence NLP models and many practical examples with experiment.
Tavish Srivastava 31 May, 2020
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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
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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
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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
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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
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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
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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
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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
