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.

Hitendra

Jul 25

Trained a CycleGAN Model for Real ↔ Painting Image Style Transfer Using PyTorch

#deeplearning #machinelearning #pytorch #github

1 min read

NARESH

Aug 26

The Lazy Genius Inside Your Chatbot: Meet MoD, the Art of Thinking Less but Smarter

#ai #deeplearning #machinelearning #llm

11 min read

Mubarak Mohamed

Aug 27

How Time Series Reveal the Future: An Introduction to the ARIMA Model

#beginners #python #deeplearning #ai

4 min read

M Shojaei

Jul 23

SwiGLU: The FFN Upgrade I Use to Get Free Performance

#llm #deepseek #deeplearning #ai

5 min read

Aug 25

Behind the Magic: How AI Actually Thinks When You Ask It Something

#nlp #techexplained #machinelearning #deeplearning

9 min read

idkcallme

Jul 22

Just finished my GGUF-Shard

#ai #llm #deeplearning #cuda

1 min read

PSBigBig

Jul 23

✨ A Small Update: RAG Pitfalls, Unexpected Endorsement, and That Feeling of Fighting Ghosts with FAISS

#programming #ai #deeplearning #rag

2 min read

Utkarsh

Jul 26

🐳 Using docker for DL MLOps for the first time

#docker #deeplearning #machinelearning #mlops

4 min read

Jul 17

Fine-Tuning DeepSeek-R1 for Medical QA Using LoRA + Chain-of-Thought

#deepseek #llm #deeplearning #ai

1 min read

Jul 16

Building a Sentiment Analysis Model

#deeplearning #machinelearning #nlp #python

1 min read

Aug 17

Unlocking the Magic: My First ML Project – Handwritten Digit Recognition with MNIST ✨

#deeplearning #machinelearning #python #tensorflow

4 min read

Gruhesh Sri Sai Karthik Kurra

Jul 14

Building Transformers from Scratch: Understanding the Architecture That Changed AI

#deeplearning #transformers #attention #pytorch

6 min read

Gruhesh Sri Sai Karthik Kurra

Jul 14

Demystifying Diffusion Models: Building DDPM from Scratch with PyTorch

#pytorch #llm #deeplearning #ai

5 min read

Gruhesh Sri Sai Karthik Kurra

Jul 13

Building a GAN from Scratch: My Journey into Generative AI 🤖

#machinelearning #deeplearning #gan #opensource

3 min read

Aug 16

Adam Optimizer in Deep Learning – A Beginner’s Guide

#datascience #deeplearning #ai

1 min read

Aug 15

Answering Some Common Questions In Deep Learning Foundations

#beginners #deeplearning #machinelearning

8 min read

Aug 13

Python Variables & Memory: The Deep-Dive Every Beginner Needs

#python #programming #deeplearning #beginners

3 min read

Mak Sò

Aug 10

🧠OrKa onboarding: example suite, guided tour, and trace replay

#ai #opensource #machinelearning #deeplearning

10 min read

Jul 7

What Is Machine Learning? A Beginner’s Guide 🤖

#machinelearning #ai #python #deeplearning

4 min read

Jul 8

AI Image Detector to Spot Fake Photos

#aiimagedetector #productivity #deeplearning #machinelearning

3 min read

Aug 10

How Milliseconds Become Hours at Scale

#deeplearning #machinelearning #productivity

7 min read

Ertugrul

Aug 8

🎭 A CGAN Story: Three Attempts and an Incomplete Ending

#gan #deeplearning #python #pytorch

4 min read

Jul 8

What Really Is Machine Learning? (And Why Your Phone Knows You Better Than Your Best Friend)

#ai #machinelearning #deeplearning #programming

4 min read

Abdessamad Touzani

Jul 3

Sensitivity and Specificity: Mastering the Key Classification Metrics

#datascience #machinelearning #deeplearning

4 min read

Ertugrul

Aug 5

🎭 Compressing Human Faces with VAE vs VQ-VAE — A Deep Dive into Autoencoder Design

#vae #vqvae #deeplearning #python

3 min read

loading...