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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 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

Cover image for Useful Tensor Manipulation Functions in PyTorch

Mar 14 '21

Useful Tensor Manipulation Functions in PyTorch

#python #deeplearning #beginners #tutorial

9 min read

Elliot Wong for Oursky

Mar 16 '21

Parse Name and Address: Regex vs NER, with Code Examples

#regex #deeplearning #machinelearning #ner

4 min read

Madeline

Mar 14 '21

Deep Learning: when and why is it useful? (ML Log 11)

#machinelearning #deeplearning #datascience

5 min read

Cover image for How I Identify Handwritten Digits Using Only Python

Leo Gau

Mar 2 '21

How I Identify Handwritten Digits Using Only Python

#deeplearning #python

15 min read

Cover image for How does a Neuron Work in a Neural Network ? - Deep Learning Simplified Series

Mar 10 '21

How does a Neuron Work in a Neural Network ? - Deep Learning Simplified Series

#deeplearning #machinelearning #neuralnetworks #saumyaranjannayak

3 min read

Amit Kayal for AWS Community Builders

Mar 6 '21

Do You Have a Look-alike?

#deeplearning #machinelearning

6 min read

Cover image for PyTorch tutorial: a quick guide for new learners

Ryan Thelin for Educative

Mar 6 '21

PyTorch tutorial: a quick guide for new learners

#python #datascience #deeplearning #tutorial

12 min read

Cover image for Making A Deep Dream Twitter Bot

Noah

Mar 1 '21

Making A Deep Dream Twitter Bot

#twitter #deeplearning #tutorial #python

5 min read

Cover image for All you need to know about YOLO v3 (You Only Look Once)

Mar 1 '21

All you need to know about YOLO v3 (You Only Look Once)

#deeplearning #machinelearning #architecture #docker

6 min read

Cover image for Hyper-Parameter Tuning to Optimize ML Models (MobileNet v2)

Feb 17 '21

Hyper-Parameter Tuning to Optimize ML Models (MobileNet v2)

#machinelearning #deeplearning #architecture #docker

2 min read

Cover image for 3D Brain Segmentation with UNET (BraTS19)

Erol

Feb 11 '21

3D Brain Segmentation with UNET (BraTS19)

#unet #machinelearning #deeplearning #python

11 min read

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