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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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umapyoi

Mar 12 '22

Performance of anomaly detection cloud platform with MVTec dataset

#python #machinelearning #deeplearning #cloud

2 min read

umapyoi

Mar 12 '22

Image Anomaly Detection: How to create models quickly and easily

#deeplearning #python #cloud #machinelearning

4 min read

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

Feb 20 '22

Train Test Split in Deep Learning

#machinelearning #datascience #deeplearning

6 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 EfficientNet for Beginners

Mar 2 '22

EfficientNet for Beginners

#machinelearning #deeplearning #neuralnetwork #python

3 min read

Cover image for ConvNext : A ConvNet for the 2020s (Part I)

Feb 28 '22

ConvNext : A ConvNet for the 2020s (Part I)

#machinelearning #deeplearning #computervision #cnn

4 min read

Cover image for Different data science tasks

Feb 17 '22

Different data science tasks

#datascience #machinelearning #deeplearning

1 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 ResNet For Begginers

Feb 19 '22

ResNet For Begginers

#resnet #deeplearning #resnext #neuralnetwork

3 min read

Cover image for 7 real-world applications of reinforcement learning

Joy

Feb 17 '22

7 real-world applications of reinforcement learning

#machinelearning #datascience #deeplearning

6 min read

Feb 13 '22

Toward understanding DNN (deep neural network) well: iris dataset

#machinelearning #python #deeplearning

9 min read

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