Nubank Data Science & Machine Learning

Um evento sobre data science e machine learning para todos os interessados! Palestrantes da indústria e academia compartilhando sua experiência sobre algoritmos, modelos, infraestrutura de dados e muito mais!

O evento é totalmente gratuito.

Se quiser aprender mais sobre o meetup: Nubank blog post on the meetup

Gravações de eventos anteriores: Meetup Nubank Past Videos / Meetup Slides

Nubank está sempre contratando data scientists e machine learning engineers, venha trabalhar cononsco! https://grnh.se/b42c20851us

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Alguns dos temas apresentados até agora:

• ML Ops

• Natural Language Processing

• Convolutional Neural Network

• RNN and LSTM

• Recommendation System

• 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

• Ethics in Data Science

• Fairness

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

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