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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 🤗 BERT tokenizer from scratch

tenexcoder

Nov 11 '20

🤗 BERT tokenizer from scratch

#nlp #deeplearning #machinelearning #opensource

3 min read

Cover image for mltype — Typing practice for programmers

Jan

Nov 7 '20

mltype — Typing practice for programmers

#machinelearning #deeplearning #programming #productivity

2 min read

Cover image for SipMask — New SOTA in Instance Segmentation

Mikhail Raevskiy for Deep Learning Digest

Nov 9 '20

SipMask — New SOTA in Instance Segmentation

#datascience #machinelearning #deeplearning #computerscience

2 min read

Cover image for Build a Deep Learning Text Generator Project with Markov Chains

Ryan Thelin for Educative

Nov 6 '20

Build a Deep Learning Text Generator Project with Markov Chains

#deeplearning #machinelearning #datascience #tutorial

9 min read

PythicCoder for Microsoft Azure

Oct 31 '20

Configuring Native Azure ML Logging with PyTorch Lighting

#pytorchlightning #logging #deeplearning #azure

5 min read

Oct 27 '20

neural network for scraping

#machinelearning #neuralnetwork #deeplearning #scraping

1 min read

Oct 26 '20

Predicting machine failures with distributed computing (Spark, AWS EMR, and DL)

#spark #emr #bigdata #deeplearning

10 min read

Cover image for [Giveaway] Practical Natural Language Processing Book | NLP/ML in Industry | GPT-3 and more

Sep 19 '20

[Giveaway] Practical Natural Language Processing Book | NLP/ML in Industry | GPT-3 and more

#machinelearning #computerscience #giveaway #deeplearning

1 min read

Cover image for Graph Convolutional Networks: A Theoretical Deep Dive

Oct 20 '20

Graph Convolutional Networks: A Theoretical Deep Dive

#python #deeplearning #geometriclearning

7 min read

Serokell

Feb 14 '21

A Guide to Deep Learning and Neural Networks

#machinelearning #ai #deeplearning #beginners

12 min read

Oct 4 '20

GPT-3 Explained

#ai #machinelearning #deeplearning #programming

6 min read

Cover image for Naïve Bayes Deep Learning

Andrew D'Armond

Sep 23 '20

Naïve Bayes Deep Learning

#python #deeplearning #computervision #keras

1 min read

Cover image for Cloud Resources to run your Machine Learning and Deep Learning Models

Sep 13 '20

Cloud Resources to run your Machine Learning and Deep Learning Models

#machinelearning #datascience #deeplearning

2 min read

Cover image for Top 10 Deep Learning Breakthroughs - Deep Reinforcement Learning

Zoheb Abai

Sep 6 '20

Top 10 Deep Learning Breakthroughs - Deep Reinforcement Learning

#machinelearning #datascience #beginners #deeplearning

11 min read

Cover image for Studying logs using VitaBoard

Dhairya Jain for Project-DC

Sep 6 '20

Studying logs using VitaBoard

#machinelearning #reinforcementlearning #ai #deeplearning

4 min read

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