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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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Mar 2

GenAI Roadmap (By Deeplearning.ai)

#hindi #genai #deeplearning #ai

2 min read

Mar 1

How I Built a Readable AlphaZero From Scratch — A Deep Dive Into the Code

#alphazero #reinforcementlearning #deeplearning #python

10 min read

Feb 24

Understanding Vision Transforemer With Storytelling in Hindi

#ai #deeplearning #programming #tutorial

3 min read

Cover image for 🌿 AI-Powered Plant Disease Detection System

Mar 30

🌿 AI-Powered Plant Disease Detection System

#ai #tensorflow #deeplearning #computervision

2 min read

RamKashyap

Feb 24

From Bag of Words to Lexicons: A Simple Journey Through NLP Basics

#ai #machinelearning #deeplearning #webdev

4 min read

Feb 23

How Transformers Architecture Powers Modern LLMs

#ai #architecture #deeplearning #llm

8 min read

Cover image for LINUX AS THE NERVOUS SYSTEM OF DATA ENGINEERING

Mar 28

LINUX AS THE NERVOUS SYSTEM OF DATA ENGINEERING

#dataengineering #luxdevhq #harunmbaabu #deeplearning

3 min read

Cover image for Designing Image Augmentation Pipelines for Generalization

Vladimir Iglovikov

Mar 28

Designing Image Augmentation Pipelines for Generalization

#deeplearning #opensource #computervision #albumentations

55 min read

vaibhav ahluwalia

Feb 21

Caching Strategies for LLM Systems – Part 4: Grouped-Query Attention for Scalable, Efficient Transformers

#deeplearning #llm #machinelearning #performance

3 min read

Mar 5

If You Can't Explain It to a Six-Year-Old, You Don't Understand It

#machinelearning #python #deeplearning #beginners

5 min read

Cover image for Generating SEM Images from Segmentation Masks

Shira S

Feb 17

Generating SEM Images from Segmentation Masks

#computervision #deeplearning #machinelearning #ai

4 min read

Madhesh .v

Feb 17

Low-Rank Matrix Factorization: Shrinking LLMs Without Breaking Their Brain

#ai #deeplearning #llm #machinelearning

2 min read

B Kamalesh

Feb 17

"Knowledge Distillation: How to Make Tiny AI Models as Smart as Giant Ones"

#ai #deeplearning #llm #machinelearning

3 min read

Mar 1

I Built an AI Arena and Trained AlphaZero to Play Gomoku: Here’s How

#ai #alphazero #deeplearning #reinforcementlearning

4 min read

Cover image for I Thought I Understood the Autonomous Vehicle Problem. Indian Roads Corrected Me.

Sherin Joseph Roy

Mar 21

I Thought I Understood the Autonomous Vehicle Problem. Indian Roads Corrected Me.

#autonomouscar #ai #computervision #deeplearning

6 min read

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