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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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Apr 11

AI Applications: How Deep Learning Powers Games, Art, Translation, Self-Driving Cars, and Robotics

#ai #deeplearning #machinelearning #programming

7 min read

Mar 9

I implemented Deep Q-Networks in pure PowerShell 5.1 — and connected them to real Windows enterprise data

#showdev #automation #deeplearning #machinelearning

1 min read

Apr 11

How to Understand AI: Agents, Search, Machine Learning, and Deep Learning

#ai #machinelearning #deeplearning #beginners

6 min read

Bright Etornam Sunu

Apr 10

Bridging the Silence: Building a Real-Time Sign Language Translator (Part 1)

#a11y #deeplearning #machinelearning #ai

3 min read

Cover image for Mamba-UNet: UNet-Like Pure Visual Mamba for Medical Image Segmentation

Paperium

Mar 30

Mamba-UNet: UNet-Like Pure Visual Mamba for Medical Image Segmentation

#ai #deeplearning #computerscience #machinelearning

1 min read

Cover image for From Perceptrons to Predicting the Next Word

Akash

Apr 9

From Perceptrons to Predicting the Next Word

#nlp #neuralnetworks #machinelearning #deeplearning

9 min read

rudyon

Mar 19

15 Architecture Experiments: Training a GPT-2 Style Model on Vast.ai for $10

#llm #machinelearning #deeplearning #ai

4 min read

Cover image for Architecting Guardian-AI: Multi-Layered Content Integrity Filters for Autonomous Publishing

Mar 29

Architecting Guardian-AI: Multi-Layered Content Integrity Filters for Autonomous Publishing

#ai #python #cybersecurity #deeplearning

7 min read

Cover image for Bounding Box Augmentation for Object Detection with Albumentations

Vladimir Iglovikov

Apr 8

Bounding Box Augmentation for Object Detection with Albumentations

#deeplearning #computervision #opensource #albumentatations

8 min read

Cover image for Aprendiendo Recurrent Neural Networks: prediciendo fallas usando el dataset C-MAPSS de la NASA, Python y C++

galp76

Apr 7

Aprendiendo Recurrent Neural Networks: prediciendo fallas usando el dataset C-MAPSS de la NASA, Python y C++

#deeplearning #datawrangling #lstm #python

5 min read

Cover image for Attention Is All You Need — Explained Like You’re Building It From Scratch

Apr 2

Attention Is All You Need — Explained Like You’re Building It From Scratch

#ai #architecture #llm #deeplearning

2 min read

Cover image for Predicting Traffic in the City of Buffalo Using a Neural Network

Mohammed Faisal Khan

Mar 3

Predicting Traffic in the City of Buffalo Using a Neural Network

#deeplearning #data #programming #ai

1 min read

Cover image for Standard Transformer Attention vs. Attention-Residuals: A Practical Comparison

Alan West

Mar 21

Standard Transformer Attention vs. Attention-Residuals: A Practical Comparison

#transformers #deeplearning #attentionmechanism #pytorch

5 min read

Cover image for It's Not Smarter Models — It's Cheaper Memory: TurboQuant's Real Impact, Wall Street Panic & Academic Storm

Apr 1

It's Not Smarter Models — It's Cheaper Memory: TurboQuant's Real Impact, Wall Street Panic & Academic Storm

#ai #machinelearning #llm #deeplearning

7 min read

Mar 2

GenAI Roadmap (By Deeplearning.ai)

#hindi #genai #deeplearning #ai

2 min read

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