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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 Predict the Next Viral Video Using Machine Learning

Jul 5 '24

How to Predict the Next Viral Video Using Machine Learning

#machinelearning #deeplearning #ai #python

20 min read

Cover image for Uncertainty-Aware AI from Multimodal Data: A PyTorch Tutorial with LUMA Dataset

Grigor Bezirganyan

Jul 4 '24

Uncertainty-Aware AI from Multimodal Data: A PyTorch Tutorial with LUMA Dataset

#deeplearning #machinelearning #datascience #python

14 min read

Cover image for Understanding LSTM Networks: A Guide to Time Series and Sequence Prediction

Jul 4 '24

Understanding LSTM Networks: A Guide to Time Series and Sequence Prediction

#computerscience #ai #deeplearning

3 min read

Jul 3 '24

An In-Depth Look at Audio Classification Using CNNs and Transformers

#transformers #deeplearning #ai #cnn

4 min read

Jul 3 '24

From Day to Night: Building a CycleGAN for Image Translation

#cyclegan #deeplearning #gan #ai

9 min read

Cover image for Understanding Recursive Neural Networks

Jun 27 '24

Understanding Recursive Neural Networks

#deeplearning #neuralnetworks #computerscience #nlp

2 min read

Cover image for Understanding Multi-Layer Perceptrons (MLPs)...

Jun 27 '24

Understanding Multi-Layer Perceptrons (MLPs)...

#python #datascience #deeplearning #machinelearning

4 min read

John Chen

May 21 '24

Understanding AI

#ai #deeplearning #transformer

21 min read

Super Kai (Kazuya Ito)

Jun 19 '24

Global or Local Minima and Maxima and Saddle Points in Deep Learning

#deeplearning #minima #maxima #saddlepoints

2 min read

Bidut Sharkar Shemanto

Jun 17 '24

Machine Learning Roadmap for Beginners ( If you have a Non-CS background like me😉)

#machinelearning #datascience #python #deeplearning

3 min read

Cover image for Essential Deep Learning Checklist: Best Practices Unveiled

Tarana Murtuzova for API4AI

Jun 17 '24

Essential Deep Learning Checklist: Best Practices Unveiled

#deeplearning #ai #tensorflow #machinelearning

22 min read

Cover image for Understanding Advanced AI Techniques: RAG, Fine-Tuning, and Beyond

Gervais Yao Amoah

Jun 16 '24

Understanding Advanced AI Techniques: RAG, Fine-Tuning, and Beyond

#ai #machinelearning #deeplearning

4 min read

Jun 16 '24

How Deep Learning Works

#ai #deeplearning #machinelearning #neuralnetworks

3 min read

Sudip-SmartSense

May 13 '24

Training on encrypted data, Order preserving encryption vs Homomorphic vs other methods

#machinelearning #encryption #deeplearning #privacy

1 min read

Cover image for What is not machine learning ?

Code With Dimer

Jun 14 '24

What is not machine learning ?

#tutorial #ai #machinelearning #deeplearning

1 min read

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