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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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Trish

Apr 2 '24

Building a Deep Face Detection Model with Python and TensorFlow (Part 2)

#ai #machinelearning #deeplearning #python

1 min read

Cover image for Challenges and Limitations of LLMs

Shaheryar

Apr 1 '24

Challenges and Limitations of LLMs

#ai #llm #deeplearning

2 min read

Trish

Mar 31 '24

Building a Deep Face Detection Model with Python and TensorFlow (Part 1)

#ai #machinelearning #python #deeplearning

2 min read

Cover image for Introduction to Neural Networks

Shaheryar

Mar 20 '24

Introduction to Neural Networks

#deeplearning #machinelearning #ai

2 min read

Cover image for What are Large Language Models (LLMs)?

Shaheryar

Mar 27 '24

What are Large Language Models (LLMs)?

#largelanguagemodels #ai #deeplearning

2 min read

Chloe Williams for Zilliz

Mar 24 '24

Key NLP technologies in Deep Learning

#nlp #rag #machinelearning #deeplearning

10 min read

Cover image for Creating a Chess Engine from Scratch

Mar 23 '24

Creating a Chess Engine from Scratch

#deeplearning #machinelearning #go #react

9 min read

Cover image for Natural Language Processing (NLP) and Its Applications

Shaheryar

Mar 22 '24

Natural Language Processing (NLP) and Its Applications

#ai #deeplearning #nlp #machinelearning

2 min read

Chaim Rand for AWS Community Builders

Mar 11 '24

A Priority Based Scheduler for Amazon SageMaker Training Jobs

#sagemaker #aws #deeplearning #mlop

14 min read

Cover image for Object Detection: A Comprehensive Overview

Mar 20 '24

Object Detection: A Comprehensive Overview

#objectdetection #machinelearning #deeplearning #computervision

2 min read

Cover image for The Ultimate Guide to Generating Images for Dating Profiles with Stable Diffusion on Astria.ai

Mar 14 '24

The Ultimate Guide to Generating Images for Dating Profiles with Stable Diffusion on Astria.ai

#imageprocessing #machinelearning #deeplearning #ai

14 min read

Cover image for Automate Email Newsletter with Lyzr-Automata

Rasswanth Shankar

Mar 12 '24

Automate Email Newsletter with Lyzr-Automata

#machinelearning #llm #deeplearning #chatgpt

2 min read

Cover image for Is AI the end of programmers?

Pratyush-Nirwan

Mar 10 '24

Is AI the end of programmers?

#ai #machinelearning #deeplearning #programming

3 min read

Cover image for Want to prevent Model Overfitting?

Mar 9 '24

Want to prevent Model Overfitting?

#machinelearning #deeplearning #datascience #learning

1 min read

Cover image for Navigating Neural Networks

Yeti

Mar 7 '24

Navigating Neural Networks

#ai #neural #coding #deeplearning

2 min read

Cover image for Important terminology that you need to know to learn CNN.

Mar 3 '24

Important terminology that you need to know to learn CNN.

#machinelearning #deeplearning #beginners #cnn

1 min read

Atul.A.Das

Feb 28 '24

Doubt in Resolving Overfitting and Underfitting

#machinelearning #deeplearning #classification #neuralnetwor

6 min read

Cover image for Understanding Deep Learning By Building Custom Neural Network With PyTorch

Victor Isaac Oshimua

Feb 24 '24

Understanding Deep Learning By Building Custom Neural Network With PyTorch

#deeplearning #machinelearning #ai #tutorial

7 min read

Olga Braginskaya

Feb 19 '24

My Journey Learning AI for Songwriting: LSTMs and Taylor Swift

#machinelearning #beginners #python #deeplearning

20 min read

Cover image for The Top AI Deepfake Detectors of 2024

Feb 22 '24

The Top AI Deepfake Detectors of 2024

#deeplearning #learning #privacy #ai

3 min read

Cover image for I Believe AI is Bad, Prove Me Wrong.

Scofield Idehen

Mar 20 '24

I Believe AI is Bad, Prove Me Wrong.

#ai #deeplearning #machinelearning #chatgpt

1 min read

Cover image for Demystifying Deep Learning: A Beginner's Guide to Neural Networks

Feb 19 '24

Demystifying Deep Learning: A Beginner's Guide to Neural Networks

#deeplearning #machinelearning #nlp #ai

2 min read

Cover image for How to Build an LLM RAG Pipeline with Upstash Vector Database

Feb 15 '24

How to Build an LLM RAG Pipeline with Upstash Vector Database

#datascience #machinelearning #deeplearning #ai

11 min read

Cover image for What are GAN's and how to use them?

Aman Gupta

Jan 15 '24

What are GAN's and how to use them?

#deeplearning #python #programming #tutorial

5 min read

عبدالله عياد | Abdullah Ayad for AWS Community Builders

Feb 16 '24

Amazon SageMaker Overview

#aws #machinelearning #deeplearning #cloud

1 min read

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