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Please ensure that any post tagged with #deeplearning is primarily on deep learning while generally can be on machine learning, data science, AI, CS, etc.

Please also be sure that your content adheres to the DEV Code of Conduct and that your comments are constructive and kind.

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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I Want To Learn Programming

Jun 11

Backpropagation explained by coding it

#backpropagation #deeplearning #ai

2 min read

Jun 11

有人在拆 Transformer：Memory Caching 與 CTM 各拆走了一半

#machinelearning #ai #transformers #deeplearning

3 min read

Jun 10

Flash Attention: what it does and why it matters

#llm #ai #deeplearning #gpu

8 min read

Jun 10

Flash Attention: what it does and why it matters

#llm #ai #deeplearning #transformers

8 min read

Jul 3

The Big Bang of Deep Learning: How 2012 Changed Everything

#ai #deeplearning

4 min read

Алексей Гормен

Jun 9

A11: A Structured Way to Not Lie to Yourself During Reasoning

#ai #machinelearning #deeplearning #reasoning

3 min read

Cris D

Jul 13

Evolution of Accuracy and Visual-Cognitive Errors in a Decade of Vision-Language AI Models

#ai #deeplearning #machinelearning #nlp

9 min read

Rehana Hassan Muhumed

Jun 8

Day 8 — Beginning My Journey into Neural Networks

#machinelearning #deeplearning

1 min read

Jul 10

I Built a Neural Gate for My AI Agent — Layer 2 of Self-Verification

#ai #programming #machinelearning #deeplearning

2 min read

Jun 6

Deep Learning Is More Logistic Regression Than You Think

#ai #machinelearning #deeplearning #datascience

4 min read

Jun 6

Better Data Beats Better Algorithms: Before Changing the Model, Change the Data

#ai #machinelearning #datascience #deeplearning

3 min read

Jun 7

Understanding Attention in Transformers — Intuition Before Equations

#beginners #deeplearning #machinelearning #nlp

3 min read

Алексей Гормен

Jun 5

A11: A Structural Answer to AI Collapse

#ai #machinelearning #deeplearning #systemdesign

3 min read

Thokozani Buthelezi

Jun 27

How I Implemented GPTQ from Scratch (and What I Learned)

#ai #machinelearning #llm #deeplearning

4 min read

Prabhakar Chaudhary

Jun 4

Gemma 4 12B shows how far local multimodal AI has moved

#ai #machinelearning #deeplearning #google

5 min read

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