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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
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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
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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
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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
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Heart Sound Segmentation using Deep Learning – A doctor in making?
This article focuses on audio segmentation problems on heart sound. Learn about how to implement heart sound segmentation using deep learning.
Faizan Shaikh 27 Aug, 2021
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Tutorial to deploy Machine Learning models in Production as APIs (using Flask)
In this article, learn how to deploy a machine learning model in production using Flask framework in Python.
Guest Blog 22 Oct, 2024
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Getting Started with Audio Data Analysis using Deep Learning (with case study)
This article gets you started with audio data. This includes audio and voice data analysis using deep learning with case study on various sounds.
Faizan Shaikh 27 Aug, 2021
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Introduction to Genetic Algorithm & their application in data science
Explore Genetic Algorithms. Learn the basics, steps, and easy implementation using the TPOT library explained in simple terms. Easy insights for understanding!
shubham.jain 17 Oct, 2024
