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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 Deep Learning Library From Scratch 4: Automatic differentiation

Mar 6 '22

Deep Learning Library From Scratch 4: Automatic differentiation

#machinelearning #deeplearning #python #numpy

5 min read

Cover image for Operationalizing Deep Learning With Minimal Effort by Automating MLOps

Alexandra Quinn

Mar 3 '22

Operationalizing Deep Learning With Minimal Effort by Automating MLOps

#deeplearning #devops #opensource #machinelearning

3 min read

Cover image for Cross Validation for Beginners

Feb 26 '22

Cross Validation for Beginners

#machinelearning #python #deeplearning #datascience

3 min read

Cover image for Positional Embeddings

Feb 25 '22

Positional Embeddings

#machinelearning #transformer #neuralnetwork #deeplearning

3 min read

Cover image for Vision Transformer : An image is worth 16*16 words

Feb 24 '22

Vision Transformer : An image is worth 16*16 words

#deeplearning #machinelearning #neuralnetworks #computervision

4 min read

Feb 19 '22

My own chatbot by fine-tuning GPT-2

#machinelearning #python #deeplearning

5 min read

Cover image for Introducing Chaos Engineering to Machine Learning deployments

Vivek0712

Feb 12 '22

Introducing Chaos Engineering to Machine Learning deployments

#azure #machinelearning #deeplearning #chaos

4 min read

Cover image for Convolutional Neural Network : The Easy Way

Jan 27 '22

Convolutional Neural Network : The Easy Way

#machinelearning #deeplearning #neuralnetwork #cnn

4 min read

Nicolas Jaccard

Jan 16 '22

How to Build a Machine Learning Demo in 2022

#machinelearning #datascience #deeplearning #ai

13 min read

Cover image for Deep Learning Library From Scratch 3: More optimisers

Jan 8 '22

Deep Learning Library From Scratch 3: More optimisers

#machinelearning #deeplearning #python #numpy

6 min read

Cover image for Deep Learning Library From Scratch 2: Backpropagation

Jan 1 '22

Deep Learning Library From Scratch 2: Backpropagation

#python #numpy #deeplearning #machinelearning

8 min read

Cover image for Deep Learning Library From Scratch 1: Feedforward networks

Dec 27 '21

Deep Learning Library From Scratch 1: Feedforward networks

#python #deeplearning #numpy #tutorial

4 min read

Cover image for How does AI impact self-driving cars?

Mage AI

Dec 23 '21

How does AI impact self-driving cars?

#machinelearning #mage #ai #deeplearning

4 min read

Josue Luzardo Gebrim

Dec 22 '21

Best Python IDEs for Data Science!

#datascience #computerscience #machinelearning #deeplearning

4 min read

Cover image for Deploy your Deep Learning model with Flask, on AWS EC2 Instance

Dishant

Dec 18 '21

Deploy your Deep Learning model with Flask, on AWS EC2 Instance

#aws #tutorial #python #deeplearning

7 min read

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