Redes neurais para NLP. Curso completo na Carnegie Mellon University:
https://www.youtube.com/playlist?list=PL8PYTP1V4I8AkaHEJ7lOOrlex-pcxS-XV
https://www.youtube.com/playlist?list=PL8PYTP1V4I8AkaHEJ7lOOrlex-pcxS-XV
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Curso completo de estatística na Universidade de Harvard. Ótima oportunidade para ver como são as aulas numa das principais universidade do mundo e, ao mesmo tempo, aprender estatística:
Statistics 110: Probability
https://www.youtube.com/playlist?list=PL2SOU6wwxB0uwwH80KTQ6ht66KWxbzTIo
Statistics 110: Probability
https://www.youtube.com/playlist?list=PL2SOU6wwxB0uwwH80KTQ6ht66KWxbzTIo
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Elaborar gráficos pode ser uma dificuldade para os iniciantes em ciência de dados. Essa lista de possibilidades é uma ótima opção para ajudar nessa elaboração:
https://www.python-graph-gallery.com/
https://www.python-graph-gallery.com/
The Python Graph Gallery
Python Graph Gallery
The Python Graph Gallery displays hundreds of charts made with Python, always with explanation and reproduciible code
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Embora essas dicas sejam para alunos de pós-graduação, elas podem ajudar quem trabalha com Ciência de Dados, pois é importante apresentar os resultados e compartilhar ideias com um audiência especializada.
Ten Simple Rules for Making Good Oral Presentations
https://journals.plos.org/ploscompbiol/article?id=10.1371%2Fjournal.pcbi.0030077
Ten Simple Rules for Making Good Oral Presentations
https://journals.plos.org/ploscompbiol/article?id=10.1371%2Fjournal.pcbi.0030077
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Para quem gosta de filosofia, esse é um texto interessante. Seria o universo uma imensa rede neural?
https://bigthink.com/hard-science/the-universe-may-be-a-giant-neural-network-heres-why/?utm_medium=Social&utm_source=Twitter#Echobox=1686615973-2
É possível traduzir com google tradutor: https://translate.google.com/?hl=pt-BR&sl=en&tl=pt&op=websites
https://bigthink.com/hard-science/the-universe-may-be-a-giant-neural-network-heres-why/?utm_medium=Social&utm_source=Twitter#Echobox=1686615973-2
É possível traduzir com google tradutor: https://translate.google.com/?hl=pt-BR&sl=en&tl=pt&op=websites
Big Think
The case for why our Universe may be a giant neural network
Neuroscientist and author Bobby Azarian explores the idea that the Universe is a self-organizing system that evolves and learns.
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Podcast bem interessante sobre a Ciência das Redes:
Albert Laslo Barabási é um dos criadores dessa teoria, que pode ser usada para modelar desde as interações em redes sociais até as conexões em nosso cérebro.
https://www.arelion.com/knowledge-hub/the-connectivity-podcast/season-4-episode-37
Albert Laslo Barabási é um dos criadores dessa teoria, que pode ser usada para modelar desde as interações em redes sociais até as conexões em nosso cérebro.
https://www.arelion.com/knowledge-hub/the-connectivity-podcast/season-4-episode-37
Arelion
EP37: Network science - part I
In this episode, Mattias Fridström discuss with Albert-László Barabási - a network scientist at Northeastern University, and holds an appointment in the Department of Medicine at Harvard Medical School.
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Texto interessante sobre a aleatoriedade, que é um conceito fundamental em ciência de dados:
https://www.researchgate.net/publication/371169292_Randomness_A_Challenging_Central_Concept
https://www.researchgate.net/publication/371169292_Randomness_A_Challenging_Central_Concept
ResearchGate
(PDF) Randomness: A Challenging Central Concept
PDF | Randomness constitutes one of the most (possibly the most) fundamental and important aspects shared by the scientific and human universes, as it... | Find, read and cite all the research you need on ResearchGate
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Livro gratuito em pdf sobre Processamento de Linguagem Natural (PLN):
https://www.techprofree.com/download-neural-language-processing-with-python-pdf/
https://www.techprofree.com/download-neural-language-processing-with-python-pdf/
Techprofree
Download Neural Language Processing With Python PDF - Techprofree
Problem with Downloading if you are Facing Problem While Downloading This file Please Clear Your Cache, Restart your Computer or you Contact us. we will Respond you as soon as Possible
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Evento interessante sobre IA. Com transmissão online no youtube:
Regulação da IA: Como as experiências de outros países e regiões podem ajudar o Brasil?
https://agencia.fapesp.br/agenda-detalhe/regulacao-da-ia-como-as-experiencias-de-outros-paises-e-regioes-podem-ajudar-o-brasil/41708/
Regulação da IA: Como as experiências de outros países e regiões podem ajudar o Brasil?
https://agencia.fapesp.br/agenda-detalhe/regulacao-da-ia-como-as-experiencias-de-outros-paises-e-regioes-podem-ajudar-o-brasil/41708/
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Como usar o chatgpt para aprender a programar em CD? Ótimas dicas. É possível incluir legendas em Português.
https://www.youtube.com/watch?v=VznoKyh6AXs
https://www.youtube.com/watch?v=VznoKyh6AXs
YouTube
How to learn to code FAST using ChatGPT (it's a game changer seriously)
Want to get ahead in your career using AI? Join my FREE workshop: https://www.lonelyoctopus.com/workshop
To try everything Brilliant has to offer—free—for a full 30 days, visit http://brilliant.org/TinaHuang/. The first 200 of you will get 20% off Brilliant’s…
To try everything Brilliant has to offer—free—for a full 30 days, visit http://brilliant.org/TinaHuang/. The first 200 of you will get 20% off Brilliant’s…
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Leitura do livro sobre a matemática do aprendizado profundo:
https://www.youtube.com/watch?v=9qft8r1iZYQ&list=PL7RZyOlq_XnylnDcHchjKeFuMNxeDdH4P
https://www.youtube.com/watch?v=9qft8r1iZYQ&list=PL7RZyOlq_XnylnDcHchjKeFuMNxeDdH4P
YouTube
Deep Learning Math 2023 Overview
A reading of The Mathematical Engineering of Deep Learning
See: https://deeplearningmath.org/
See: https://deeplearningmath.org/
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Livro online em pdf:
Probability and Statistics
A Course for Physicists and Engineers
https://www.degruyter.com/document/doi/10.1515/9783110562545/html
Probability and Statistics
A Course for Physicists and Engineers
https://www.degruyter.com/document/doi/10.1515/9783110562545/html
De Gruyter
Probability and Statistics
This book offers an introduction to concepts of probability theory, probability distributions relevant in the applied sciences, as well as basics of sampling distributions, estimation and hypothesis testing. As a companion for classes for engineers and scientists…
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Playlist interessante sobre MLOPs:
https://www.youtube.com/playlist?list=PL3vkEKxWd-us5YvvuvYkjP_QGlgUq3tpA
https://www.youtube.com/playlist?list=PL3vkEKxWd-us5YvvuvYkjP_QGlgUq3tpA
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Comunidade de MLOPs:
https://home.mlops.community/
https://home.mlops.community/
MLOps Community
The MLOps Community is where machine learning practitioners come together to define and implement MLOps.
Our global community is the default hub for MLOps practitioners to meet other MLOps industry professionals, share their real-world experience and challenges…
Our global community is the default hub for MLOps practitioners to meet other MLOps industry professionals, share their real-world experience and challenges…
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O livro "An Introduction to Statistical Learning" agora tem uma edição em Python:
https://www.statlearning.com/
https://www.statlearning.com/
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Texto interessante sobre a importância da complexidade na ciência de dados.
https://medium.com/@Tonyseale/embrace-complexity-part-4-2faf9206917e
https://medium.com/@Tonyseale/embrace-complexity-part-4-2faf9206917e
Medium
Embrace Complexity (Part 4)
Embedding intelligence into your organisation with network-shaped AI
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Tutorial sobre Predição de séries temporais em Python e um artigo que mostra como avaliar os resultados das predições. Excelente material!👇👇👇
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