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Deep Learning

This tag is for discussing, sharing articles, and asking questions primarily on deep learning - a subfield of machine learning.

about #deeplearning

Conventional machine learning techniques are limited in their ability to automatically transform the raw unstructured data into a suitable internal representation. Deep learning methods are representation learning methods with multiple levels of representation, obtained by composing several simple but non-linear modules that each transform the representation at one level (starting with the raw input) into a representation at a higher, slightly more abstract level - to put it simply - Neural Networks. With the composition of enough such transformations, very complex functions can be learned - a universal approximator.
If you want to share something primarily on deep learning techniques please use #deeplearning tag.

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Cover image for Convolution in 1 dimension

Ambarish Ganguly

Apr 26 '21

Convolution in 1 dimension

#deeplearning #pytorch

3 min read

Gottipati Gautam

Apr 25 '21

Accuracy - A performance measure to evaluate your model.

#machinelearning #beginners #deeplearning #tutorial

4 min read

Cover image for Evolution of Natural Language Processing

Mar 22 '21

Evolution of Natural Language Processing

#python #machinelearning #deeplearning #tutorial

1 min read

Cover image for Red Wine Quality prediction using AzureML, AKS with TensorFlow Keras

Ambarish Ganguly

Apr 24 '21

Red Wine Quality prediction using AzureML, AKS with TensorFlow Keras

#azureml #azure #deeplearning #tensorflow

5 min read

Cover image for How-to Decode Outputs in NLP

Apr 11 '21

How-to Decode Outputs in NLP

#python #deeplearning #machinelearning #datascience

1 min read

Apr 9 '21

How-to Structure a Q&A ML App

#python #deeplearning #machinelearning #datascience

1 min read

Cover image for AdaptiveAvgPool2d in PyTorch

Ambarish Ganguly

Apr 18 '21

AdaptiveAvgPool2d in PyTorch

#deeplearning #pytorch

2 min read

Cover image for First Deep Learning Model : Dense Layer

Apr 14 '21

First Deep Learning Model : Dense Layer

#python #deeplearning #programming

7 min read

Madeline

Apr 11 '21

How Neural Networks work: activation functions

#deeplearning #machinelearning #datascience #neuralnetworks

4 min read

Cover image for MLOPs Lifecycles

D\sTro

Apr 10 '21

MLOPs Lifecycles

#machinelearning #devops #datascience #deeplearning

1 min read

Cover image for Mask RCNN Implementation for Image Segmentation | Tutorial

Deepak Raj

Apr 9 '21

Mask RCNN Implementation for Image Segmentation | Tutorial

#deeplearning #computerscience #machinelearning #python

2 min read

Cover image for How to create Real Deepfakes ?

Apr 5 '21

How to create Real Deepfakes ?

#machinelearning #deeplearning #python #github

3 min read

Cover image for How I Go From 70 Lines Of Code To Only 26 Using The NumPy Library

Leo Gau

Apr 3 '21

How I Go From 70 Lines Of Code To Only 26 Using The NumPy Library

#deeplearning #python #numpy

4 min read

Cover image for TensorFlow Model Deployment using FastAPI & Docker

Kushal

Apr 2 '21

TensorFlow Model Deployment using FastAPI & Docker

#machinelearning #deeplearning #fastapi #docker

4 min read

Cover image for Bees Health detection using Azure Custom Vision Service

Ambarish Ganguly

Mar 31 '21

Bees Health detection using Azure Custom Vision Service

#azure #machinelearning #computervision #deeplearning

5 min read

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