Meetups realizados (41)

O que fazemos

An event about machine learning for all concerned ! Industry and academia speakers sharing their expertise on algorithms, analysis, infrastructure and more ! The event is totally free

If you want to learn more about the meetup: Nubank blog post on the meetup (https://medium.com/building-nubank/lessons-learned-organizing-the-largest-machine-learning-meetup-group-in-latin-america-824e9bcdb2d8)

If you want to have access to previous recorded presentation: Meetup Nubank Past Videos (https://www.youtube.com/playlist?list=PLTPJoMFW9onuNmQdAWuef1e4odGypnTKE)

Um evento sobre machine learning para todos os interessados! Palestrantes da industria e academia compartilhando sua experiencia sobre algorithmos, analyse, infra-structura e muito mais! Algums dos themas appresentados até agora

O evento é totalmente gratuito.

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Examples of presentations:

• Convolutional Neural Network

• RNN and LSTM

• Recommendation System

• Pre-trained model

• Ensembling

• Feature engineering

• Data structure for big data (Hash function, Locality Sensitive Hashing, Bloom Filter, Page Rank, A-priori algorithm, Cuckoo filter)

• Using spark for data processing

• Reinforcement Learning

• Dimensionality Reduction (PCA, TSNE)

• Decision Tree and Random Forest and Boosting

• LDA / word2vec

Ethics in Data Science

Resources:

http://infolab.stanford.edu/~ullman/mmds/book.pdf

http://www.deeplearningbook.org/

http://work.caltech.edu/telecourse.html

https://lagunita.stanford.edu/courses/HumanitiesScience/StatLearning/Winter2014/about

https://www.coursera.org/learn/machine-learning

http://kaggle.com

Some good blogs:

http://hunch.net/

http://colah.github.io/

https://jeremykun.com/

http://blog.kaggle.com/

http://iamtrask.github.io/

http://sebastianraschka.com/blog/index.html

http://mlwave.com/

http://fastml.com/

and more: https://github.com/josephmisiti/awesome-machine-learning/blob/master/blogs.md

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