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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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Cover image for Why Use RAG? Benefits Over Standard LLMs

Shaheryar Yousaf

Mar 7 '25

Why Use RAG? Benefits Over Standard LLMs

#ai #machinelearning #deeplearning

2 min read

Cover image for Understanding AI, Machine Learning, and Deep Learning: A Comprehensive Guide 🚀

Alaa Samy

Feb 14 '25

Understanding AI, Machine Learning, and Deep Learning: A Comprehensive Guide 🚀

#ai #machinelearning #deeplearning #beginners

4 min read

Cover image for How Does RAG Improve Large Language Models (LLMs)?

Shaheryar Yousaf

Mar 6 '25

How Does RAG Improve Large Language Models (LLMs)?

#ai #machinelearning #deeplearning #webdev

1 min read

NeuralLang

Mar 4 '25

Neural v0.2.1: Macros, Fixes, and PyTorch Training Loop!

#showdev #deeplearning #ai #opensource

3 min read

Cover image for How Does RAG Differ from Traditional NLP Models?

Shaheryar Yousaf

Mar 4 '25

How Does RAG Differ from Traditional NLP Models?

#ai #machinelearning #nlp #deeplearning

3 min read

Cover image for What is Retrieval-Augmented Generation (RAG)? A Beginner’s Guide

Shaheryar Yousaf

Mar 3 '25

What is Retrieval-Augmented Generation (RAG)? A Beginner’s Guide

#ai #machinelearning #deeplearning #llm

2 min read

Cover image for Implementing PPO for Cartpole-v1

Jan 24 '25

Implementing PPO for Cartpole-v1

#machinelearning #deeplearning #ai

2 min read

Feb 27 '25

Achieving 1st Place in the VN1 Forecasting Competition with Fine-Tuned Moirai Model

#ai #moirai #deeplearning #timeseries

4 min read

Cover image for Mean, Variance, and Standard Deviation

Feb 27 '25

Mean, Variance, and Standard Deviation

#machinelearning #ai #deeplearning

3 min read

Cover image for Windows 11 Virtual Machine Set Up on Microsoft Azure

Ikechukwu John Uche

Feb 27 '25

Windows 11 Virtual Machine Set Up on Microsoft Azure

#aws #career #deeplearning #css

6 min read

Cover image for Area Under the Curve

Feb 26 '25

Area Under the Curve

#ai #deeplearning #machinelearning

3 min read

Cover image for Transformer-Squared: The Next Evolution in Self-Adaptive LLMs

Feb 25 '25

Transformer-Squared: The Next Evolution in Self-Adaptive LLMs

#llm #ai #deeplearning #machinelearning

5 min read

Jan 18 '25

Mastering Machine Learning :Why One-Hot Encode Data in Machine Learning?

#machinelearning #ai #deeplearning #outlier

2 min read

Cover image for Predicting Protein Secondary Structures with Machine Learning

Feb 21 '25

Predicting Protein Secondary Structures with Machine Learning

#deeplearning #machinelearning #datascience #science

3 min read

Cover image for Part 1: Detecting Alzheimer’s with EEG and Deep Learning – Theory, Motivation, and Preprocessing

Feb 20 '25

Part 1: Detecting Alzheimer’s with EEG and Deep Learning – Theory, Motivation, and Preprocessing

#ai #deeplearning #machinelearning #tensorflow

4 min read

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