Skip to content

Forem

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.

Cover image for Serverless Deep Learning: From Notebook to Production with AWS Lambda

Dec 8

Serverless Deep Learning: From Notebook to Production with AWS Lambda

#serverless #lambda #tensorflow #deeplearning

1 min read

Cover image for BIG STEPS TO TRANSFORMER (PART 2): BUILDING THE TRANSFORMER

Hưng Lê Tiến

Dec 6

BIG STEPS TO TRANSFORMER (PART 2): BUILDING THE TRANSFORMER

#architecture #deeplearning #llm

12 min read

Cover image for I Took a 255MB BERT Model and SHRANK it by 74.8% using ONNX (It Now Runs OFFLINE on ANY Phone!)

shambhavi525-sudo

Dec 11

I Took a 255MB BERT Model and SHRANK it by 74.8% using ONNX (It Now Runs OFFLINE on ANY Phone!)

#mobile #performance #deeplearning #ai

1 min read

Cover image for Apple Unveils STARFlow-V: First End-to-End Normalizing Flow Model forHigh-Quality Video Generation

Dec 4

Apple Unveils STARFlow-V: First End-to-End Normalizing Flow Model forHigh-Quality Video Generation

#news #ai #deeplearning

2 min read

Palash Kanti Kundu

Dec 4

Part 6: Building the First Neural Network

#deeplearning #machinelearning #performance

4 min read

Jimin Lee

Dec 6

Demystifying loss.backward(): How PyTorch Autograd Actually Works

#deeplearning #pytorch #python

10 min read

Arvind SundaraRajan

Dec 3

Shrink Your LLMs: FAIRY2I Makes Tiny AI a Reality

#machinelearning #deeplearning #ai #optimization

2 min read

Cover image for I Skipped My Birthday to Give Go Its First Real ML Framework

Dec 2

I Skipped My Birthday to Give Go Its First Real ML Framework

#go #machinelearning #opensource #deeplearning

4 min read

Cover image for Fundamentals of Large Language Models: Understanding LLM Architectures

Ryan Giggs

Dec 2

Fundamentals of Large Language Models: Understanding LLM Architectures

#llm #deeplearning #nlp #machinelearning

5 min read

Cover image for Introduction to Computer Vision: Teaching Machines to See

Kenechukwu Anoliefo

Dec 2

Introduction to Computer Vision: Teaching Machines to See

#ai #mlzoomcamp #deeplearning

3 min read

Cover image for Neural Network — A Simple, Beginner-Friendly Overview

Dec 1

Neural Network — A Simple, Beginner-Friendly Overview

#machinelearning #deeplearning #ai #python

3 min read

Cover image for Introduction to PyTorch: The Deep Learning Framework You Need to Know

Kenechukwu Anoliefo

Dec 2

Introduction to PyTorch: The Deep Learning Framework You Need to Know

#ai #deeplearning #mlzoomcamp

3 min read

Cover image for Introduction to Deep Learning: A Complete Beginner’s Guide

Kenechukwu Anoliefo

Dec 2

Introduction to Deep Learning: A Complete Beginner’s Guide

#ai #mlzoomcamp #deeplearning

3 min read

Jimin Lee

Nov 30

Why GPUs Ate the AI World

#llm #deeplearning #nlp #gpu

8 min read

Cover image for BIG STEPS TO TRANSFORMER (PART 1): BUILDING THE BIGRAM

Hưng Lê Tiến

Nov 30

BIG STEPS TO TRANSFORMER (PART 1): BUILDING THE BIGRAM

#deeplearning #tutorial #architecture #beginners

13 min read

Arvind SundaraRajan

Nov 30

Unlocking AI's Universal Secrets: Do Neural Networks Think in Fractals?

#machinelearning #deeplearning #ai #neuralnetworks

2 min read

Arvind SundaraRajan

Nov 30

Unlocking Neural Network Secrets: Scale-Invariant Geometry for Smarter AI by Arvind Sundararajan

#machinelearning #deeplearning #neuralnetworks #ai

2 min read

Cover image for How I Built a 6B Image Model That Runs on a 16GB GPU (Z-Image)

Nov 29

How I Built a 6B Image Model That Runs on a 16GB GPU (Z-Image)

#showdev #deeplearning #performance #ai

2 min read

astronaut

Nov 27

🧑‍🚀 LLM Engine Telemetry: How to Profile Models and See Where Performance is Lost

#machinelearning #ai #deeplearning #python

5 min read

Cover image for How Neural Networks Learn – A Simple Guide to Machine Learning & Deep Learning

Nov 28

How Neural Networks Learn – A Simple Guide to Machine Learning & Deep Learning

#deeplearning #machinelearning #tutorial #beginners

6 min read

Arvind SundaraRajan

Nov 28

Unlocking AI's Inner Geometry: Scale-Agnostic Structures in Neural Networks

#machinelearning #deeplearning #ai #math

2 min read

Arvind SundaraRajan

Nov 28

The Hidden Geometry of AI: A Scale-Free Secret to Smarter Networks

#machinelearning #deeplearning #ai #neuralnetworks

2 min read

Cover image for My Model Cheated: How Grad-CAM Exposed a 95% Accuracy Lie

Nov 30

My Model Cheated: How Grad-CAM Exposed a 95% Accuracy Lie

#todayilearned #deeplearning #pytorch #beginners

3 min read

Cover image for I trained a Robot Arm: What I failed to learn.

IBIYEMI Samuel O.

Dec 1

I trained a Robot Arm: What I failed to learn.

#ai #deeplearning #machinelearning #learning

3 min read

Cover image for Open-Weight AI for High-Quality Image Generation & Editing

Sophia

Nov 26

Open-Weight AI for High-Quality Image Generation & Editing

#ai #deeplearning #opensource

4 min read

loading...