Skip to content

DEV Community

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.

👋 Sign in for the ability to sort posts by relevant, latest, or top.

Jul 6

The Shape of Being Wrong

#ai #deeplearning

8 min read

Jul 6

Why 97% Accuracy is a Lie: My Journey from ANN to CNN

#showdev #deeplearning #machinelearning #python

2 min read

Jul 5

From a Single Line to a Universal Function Machine: How Feedforward Networks Work

#ai #deeplearning

8 min read

Jul 4

Transformers — The Architecture That Changed AI (Part 1 of 3)

#ai #machinelearning #deeplearning #nlp

13 min read

Jul 4

Vision Transformers — How Transformers Learned to See (Part 2 of 3)

#ai #machinelearning #deeplearning #computervision

12 min read

Jul 4

GNN vs. Trees: High-Speed Hybrid Architecture for XLA Runtime Prediction

#architecture #deeplearning #machinelearning #performance

2 min read

Jul 3

Gradient Descent: The Engine That Made Deep Learning Possible : How one simple idea changed the way machines learn

#ai #machinelearning #deeplearning #datascience

5 min read

Mike Smith for Hostrunway

Jul 3

The GPU Utilization Number That's Quietly Wrecking AI Team Budgets

#gpu #ai #machinelearning #deeplearning

5 min read

cognitalk

Jul 2

翁荔Scaling Law博文解读

#ai #deeplearning #llm #machinelearning

2 min read

Jul 2

How I Cut My AI API Costs by 61% with a Unified Gateway

#ai #costoptimization #deeplearning #tutorial

5 min read

Jul 1

Activation Functions: Why Non-Linearity Is Everything

#machinelearning #ai #python #deeplearning

3 min read

NIGAPE

Jul 1

AI Deep Learning: Explained Simply

#ai #beginners #deeplearning #machinelearning

3 min read

Jun 30

Understanding Backpropagation: Calculating Gradients for Hidden Layer Weights and Biases

#algorithms #deeplearning #machinelearning #tutorial

3 min read

Jun 29

Free from-scratch deep learning notes: tensors, attention, and a tiny GPT

#ai #machinelearning #deeplearning #tutorial

1 min read

Ваграм Катранян

Jun 30

Проект: Модель для классификации рака

#showdev #ai #deeplearning #machinelearning

1 min read

👋 Sign in for the ability to sort posts by relevant, latest, or top.