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Please ensure that any post tagged with #deeplearning is primarily on deep learning while generally can be on machine learning, data science, AI, CS, etc.

Please also be sure that your content adheres to the DEV Code of Conduct and that your comments are constructive and kind.

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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The Forward Pass

May 20

The Synthetic Data Trap: When It Helps, When It Lies

#machinelearning #ai #mlops #deeplearning

4 min read

May 20

Retrieval accuracy falls roughly 50% when the answer sits in the middle of a long context window instead of at the edges

#deeplearning #llm #nlp #performance

1 min read

The Forward Pass

May 20

Why Your LLM Evals Are Lying to You

#machinelearning #ai #mlops #deeplearning

3 min read

Tyler Hu

May 19

Kaggle Getting Started Competition -- Petals to the Metal

#ai #beginners #learning #deeplearning

9 min read

Jun 11

SwarmLens Cognitive Index

#ai #agents #machinelearning #deeplearning

6 min read

zeromathai

May 18

How RNNs Work — Remembering Previous States in Sequential Data

#machinelearning #ai #deeplearning #neuralnetworks

4 min read

Jaydeep Shah (JD)

May 18

FP32, INT4, and Everything Between - What I Learned About Precision on Mobile

#deeplearning #machinelearning #mobile #performance

7 min read

May 31

I Benchmarked 4 Lightweight Transformers for Fault Detection. Here's What Survived.

#datascience #deeplearning #machinelearning #performance

2 min read

canoe

May 17

SANA-WM in 5 quick facts

#ai #deeplearning #opensource #performance

1 min read

SUMIT KUMAR MANDAL

May 14

How Self-Driving Cars Understand Traffic: AI Vision Explained

#ai #computerscience #deeplearning #machinelearning

3 min read

zeromathai

May 14

How Neural Networks Work — From Perceptrons to Backpropagation

#machinelearning #ai #deeplearning #neuralnetworks

3 min read

Mohamed-Amine BENHIMA

May 13

How to read an AI's thoughts before it speaks

#discuss #machinelearning #ai #deeplearning

3 min read

Leo Han

May 26

In what way do AI models operate

#ai #deeplearning

7 min read

May 12

The Softmax Bottleneck: Why Making LLMs Bigger Doesn't Always Make Them Smarter

#llm #ai #deeplearning

4 min read

Autor Technologies Inc.

May 11

The Exact Prompt Engineering That Makes Our Voice AI Sound Human (Full Prompts Included)

#ai #webdev #deeplearning #typescript

6 min read

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