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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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Oct 26 '20

Predicting machine failures with distributed computing (Spark, AWS EMR, and DL)

#spark #emr #bigdata #deeplearning

10 min read

Cover image for Graph Convolutional Networks: A Theoretical Deep Dive

Oct 20 '20

Graph Convolutional Networks: A Theoretical Deep Dive

#python #deeplearning #geometriclearning

7 min read

Serokell

Feb 14 '21

A Guide to Deep Learning and Neural Networks

#machinelearning #ai #deeplearning #beginners

12 min read

Cover image for Cloud Resources to run your Machine Learning and Deep Learning Models

Sep 13 '20

Cloud Resources to run your Machine Learning and Deep Learning Models

#machinelearning #datascience #deeplearning

2 min read

Cover image for Top 10 Deep Learning Breakthroughs - Deep Reinforcement Learning

Zoheb Abai

Sep 6 '20

Top 10 Deep Learning Breakthroughs - Deep Reinforcement Learning

#machinelearning #datascience #beginners #deeplearning

11 min read

Cover image for A Visual Survey of Data Augmentation in NLP

Aug 27 '20

A Visual Survey of Data Augmentation in NLP

#deeplearning #nlp #machinelearning #datascience

11 min read

kojix2

Aug 22 '20

Run COVID-Net - an open source software to diagnoses COVID-19 from chest x-ray images

#docker #python #machinelearning #deeplearning

7 min read

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Aug 21 '20

How to study for data science?

#deeplearning #beginners #datascience #webdeveloper

3 min read

Cover image for A Decade of Deep CNN Archs. - GoogLeNet (ILSVRC Winner 2014)

Zoheb Abai

Aug 16 '20

A Decade of Deep CNN Archs. - GoogLeNet (ILSVRC Winner 2014)

#machinelearning #datascience #deeplearning

6 min read

Cover image for 100 Days Of Data Science

Aug 9 '20

100 Days Of Data Science

#100daysofcode #datascience #machinelearning #deeplearning

1 min read

Cover image for A Decade of Deep CNN Archs. - VGGNet (ILSVRC Winner 2014)

Zoheb Abai

Aug 1 '20

A Decade of Deep CNN Archs. - VGGNet (ILSVRC Winner 2014)

#machinelearning #datascience #deeplearning

6 min read

Cover image for Machine Learning Log: what's the difference between AI, Machine Learning, and Deep Learning?

Madeline

Jul 31 '20

Machine Learning Log: what's the difference between AI, Machine Learning, and Deep Learning?

#machinelearning #beginners #deeplearning

3 min read

Cover image for A Decade of Deep CNN Archs. - ZFNet (ILSVRC Runner-up 2013)

Zoheb Abai

Jul 25 '20

A Decade of Deep CNN Archs. - ZFNet (ILSVRC Runner-up 2013)

#machinelearning #datascience #deeplearning

8 min read

Cover image for A Decade of Deep CNN Archs. - AlexNet (ILSVRC Winner 2012)

Zoheb Abai

Jul 18 '20

A Decade of Deep CNN Archs. - AlexNet (ILSVRC Winner 2012)

#datascience #machinelearning #deeplearning

5 min read

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AskSid AI

Jul 22 '20

Multilingual Conversational AI Chatbot

#machinelearning #deeplearning

3 min read

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