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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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PSBigBig

Jul 28

The Hidden Failures in RAG Systems — And How WFGY Fixes Them

#programming #ai #deeplearning #rag

3 min read

Cover image for Machine Learning

Prashant Rajpoot

Jun 24

Machine Learning

#machinelearning #deeplearning

4 min read

Cover image for Running 🤖 GPT-Style Transformers on a $5 Microcontroller 🎛️ (TinyML 2.0 Era)

Hemant

Jun 23

Running 🤖 GPT-Style Transformers on a $5 Microcontroller 🎛️ (TinyML 2.0 Era)

#ai #machinelearning #deeplearning #tensorflow

2 min read

Cover image for Building a Deep Learning Model to Detect Potato Diseases: My Journey with PlantVillage.

Jul 27

Building a Deep Learning Model to Detect Potato Diseases: My Journey with PlantVillage.

#computervision #deeplearning #tensorflow #agriculture

3 min read

Cover image for 🧠 NLP: From Tokenization to Vectorization (with Practical Insights)

TAQİ EDDİNE EL MAMOUNİ

Jun 19

🧠 NLP: From Tokenization to Vectorization (with Practical Insights)

#webdev #nlp #machinelearning #deeplearning

2 min read

SUBHODEEP MOITRA

Jun 18

Rethinking AI Robustness: What If Our Models Could Think More Like Us?

#ai #deeplearning #openai

3 min read

Jun 18

What Is the Best Way to Learn Data Science Without a Degree?

#datascience #deeplearning #programming

1 min read

Cover image for Meta Is Playing Big to Win Big in AI: A Strategic Leap into the Future

Jul 22

Meta Is Playing Big to Win Big in AI: A Strategic Leap into the Future

#ai #deeplearning #llm

2 min read

Cover image for A Primer to Framing Business Problems for Machine Learning

Shivam Chhuneja

Jun 17

A Primer to Framing Business Problems for Machine Learning

#machinelearning #datascience #computerscience #deeplearning

6 min read

Vaiber

Jun 20

Unlocking the Future: Essential AI in Robotics Resources for Every Explorer

#ai #robotics #machinelearning #deeplearning

6 min read

Binary-R

Jul 8

🚀 What is Ethereum? A Beginner-Friendly Overview

#webdev #blockchain #ethereum #deeplearning

2 min read

Cover image for 🚀 Germany’s AI Autobahn: Accelerating a Nation’s Digital Future with NVIDIA 🤖

Hemant

Jun 12

🚀 Germany’s AI Autobahn: Accelerating a Nation’s Digital Future with NVIDIA 🤖

#ai #nvidiachallenge #deeplearning #germany

3 min read

Cover image for What are AI parameters?

Jul 16

What are AI parameters?

#ai #chatgpt #llm #deeplearning

3 min read

Cover image for 🔥 De‑constructing Cognition and Why LLMs Can’t Replicate It

Mak Sò

Jul 16

🔥 De‑constructing Cognition and Why LLMs Can’t Replicate It

#ai #machinelearning #deeplearning #opensource

4 min read

Cover image for Understanding Gradient Descent for Beginners: The Core of Neural Network Learning

Jun 11

Understanding Gradient Descent for Beginners: The Core of Neural Network Learning

#machinelearning #beginners #ai #deeplearning

3 min read

PSBigBig

Jul 13

TXT Notepad: Meet TXT OS — An Open-Source AI Reasoning System in One .txt File

#machinelearning #deeplearning #ai

2 min read

Vaiber

Jun 22

Top 17 Deep Learning Architectures: Your Essential Resource List

#deeplearning #machinelearning #ai #transformers

5 min read

Vaiber

Jun 20

Deep Learning NER: Your Essential Resource List for Named Entity Recognition in NLP

#deeplearning #nlp #namedentityrecognition #machinelearning

6 min read

NoteDance

Jun 2

Multiprocessed Experience Replay Pool for Reinforcement Learning

#ai #python #machinelearning #deeplearning

1 min read

Takara Taniguchi

Jun 2

TextFlux: An OCR-Free DiT Model for High-Fidelity Multilingual Scene Text Synthesis

#discuss #ai #deeplearning #machinelearning

1 min read

Cover image for Breaking Down RL2: Why We Built a Ray-Less RL Framework for AI Agents

Accio by Alibaba Group

Jul 3

Breaking Down RL2: Why We Built a Ray-Less RL Framework for AI Agents

#machinelearning #deeplearning #python #opensource

1 min read

Cover image for How ColBERT works

IBM Developer for IBM Developer

Jul 2

How ColBERT works

#rag #llm #nlp #deeplearning

2 min read

Cover image for Transposer: A Lightweight, Training-Free Neural Architecture That Learns from Raw Embeddings Without Attention

LumGenLab

Jul 1

Transposer: A Lightweight, Training-Free Neural Architecture That Learns from Raw Embeddings Without Attention

#deeplearning #ai #machinelearning #python

3 min read

Cover image for Unpacking AI: Generative AI, Deep Learning, Machine Learning & AI

Jun 30

Unpacking AI: Generative AI, Deep Learning, Machine Learning & AI

#ai #machinelearning #deeplearning #genai

3 min read

Cover image for Heráclito e a Mutabilidade dos Dados: “Tudo flui” na era da IA

Francis Targanski

Jun 29

Heráclito e a Mutabilidade dos Dados: “Tudo flui” na era da IA

#ai #braziliandevs #machinelearning #deeplearning

6 min read

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