Ciência de Dados Complexos
@cdcomplexos
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Canal sobre Ciência de Dados e IA, onde divulgamos livros, tutoriais, cursos, palestras e muito mais. Tudo gratuito. Gerenciado pelo prof. Francisco Rodrigues (USP). Aulas online sobre Estatística e CD no Youtube: https://youtube.com/franciscorodrigues
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Ciência de Dados Complexos
4.7K subscribers
Ciência de Dados Complexos
Tutorial sobre Matplotlib:
https://www.youtube.com/playlist?list=PL-osiE80TeTvipOqomVEeZ1HRrcEvtZB_
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680 viewsFrancisco Rodrigues, 
Ciência de Dados Complexos
Matemática para ML (github):
https://github.com/dair-ai/Mathematics-for-ML
GitHub
GitHub - dair-ai/Mathematics-for-ML: 🧮 A collection of resources to learn mathematics for machine learning
🧮 A collection of resources to learn mathematics for machine learning - dair-ai/Mathematics-for-ML
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671 viewsFrancisco Rodrigues, 
Ciência de Dados Complexos
+500 Projetos em CD:
https://github.com/ashishpatel26/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
GitHub
GitHub - ashishpatel26/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code: 500 AI Machine learning Deep…
500 AI Machine learning Deep learning Computer vision NLP Projects with code - ashishpatel26/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
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778 viewsFrancisco Rodrigues, 
Ciência de Dados Complexos
https://fabiandablander.com/r/Dynamical-Systems.html
Fabian Dablander
A gentle introduction to dynamical systems theory
Dynamical systems theory provides a unifying framework for studying how systems as disparate as the climate and the behaviour of humans change over time. In this blog post, I provide an introduction to some of its core concepts. Since the study of dynamical…
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714 viewsFrancisco Rodrigues, 
Ciência de Dados Complexos
https://www.business-science.io/code-tools/2020/06/29/introducing-modeltime.html?utm_content=buffer9c924&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
Business Science
Introducing Modeltime: Tidy Time Series Forecasting using Tidymodels
I'm so excited to introduce modeltime, a new time series forecasting package designed to integrate tidymodels machine learning packages into a streamlined workflow for tidyverse forecasting.
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709 viewsFrancisco Rodrigues, 
Ciência de Dados Complexos
Prediction intervals for machine learning models.

https://mapie.readthedocs.io/en/latest/index.html
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700 viewsFrancisco Rodrigues, 
Ciência de Dados Complexos
https://pll.harvard.edu/course/introduction-data-science-python?delta=0
Harvard University
Introduction to Data Science with Python | Harvard University
Join Harvard University instructor Pavlos Protopapas in this online course to learn how to use Python to harness and analyze data.
👏2
775 viewsFrancisco Rodrigues, 
Ciência de Dados Complexos
https://pll.harvard.edu/course/cs50s-introduction-artificial-intelligence-python?delta=0
Harvard University
CS50's Introduction to Artificial Intelligence with Python | Harvard University
Learn to use machine learning in Python in this introductory course on artificial intelligence.
👍2
879 viewsFrancisco Rodrigues, 
Ciência de Dados Complexos
https://www.youtube.com/playlist?list=PLzWRmD0Vi2KVsrCqA4VnztE4t71KnTnP5
747 viewsFrancisco Rodrigues, 
Ciência de Dados Complexos
Como comparar duas distribuições de probabilidade. Mais em: https://en.wikipedia.org/wiki/Kolmogorov%E2%80%93Smirnov_test
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671 viewsFrancisco Rodrigues, 
Ciência de Dados Complexos
Para quem quiser estudar o livro Deep Learning em grupo: https://www.youtube.com/watch?app=desktop&v=cwgK7bA-QtY
YouTube
Linear Algebra Basics | DL Book Study Group
Link for community repo: https://github.com/init27/Deep-Learning-Book-Supplementary-Materials/

This is a study group where we will be going through the Deep Learning book by Ian Goodfellow et al in sequence through the chapters

Discussions will be hosted:…
671 viewsFrancisco Rodrigues, 
Ciência de Dados Complexos
Para os alunos de pós-graduação e pesquisadores:
https://www.youtube.com/watch?v=UY7sVKJPTMA&t=61s
YouTube
How to Write a Paper in a Weekend (By Prof. Pete Carr)
In this video, Prof. Carr (faculty member at the University of Minnesota, Department of Chemistry) is explaining the Algorithm of writing a paper in a weekend.
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728 viewsFrancisco Rodrigues, 
Ciência de Dados Complexos
Em janeiro, vou ministrar o curso de Probabilidades e Estatística online.

https://www.cemeai.icmc.usp.br/component/k2/item/1299-curso-de-difusao-em-estatistica-da-usp-abre-inscricoes
CeMEAI
Curso de difusão em Estatística da USP abre inscrições - CeMEAI
Iniciativa será realizada em formato remoto e disponibilizará 150 vagas
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782 viewsFrancisco Rodrigues, edited  
Ciência de Dados Complexos
https://www.youtube.com/watch?v=SzJ46YA_RaA
YouTube
Map of Computer Science
The field of computer science summarised. Learn more at this video's sponsor https://brilliant.org/dos

Computer science is the subject that studies what computers can do and investigates the best ways you can solve the problems of the world with them. It…
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759 viewsFrancisco Rodrigues, 
Ciência de Dados Complexos
Curso: Meninas Programadoras

https://meninasprogramadoras.icmc.usp.br/
meninasprogramadoras.icmc.usp.br
@meninasprogramadorasusp
Introdução à Programação com Python e Scratch
Para meninas do Ensino Médio ou que já concluíram

Período do curso: 5 a 31 de janeiro de 2026
Inscrições: até 21 de dezembro

Curso 100% online e Gratuito
Certificado Curso de Extensão USP 40h

Aulas e Rodas…
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761 viewsFrancisco Rodrigues, 
Ciência de Dados Complexos
Book of Proof:
https://www.people.vcu.edu/~rhammack/BookOfProof/
650 viewsFrancisco Rodrigues, 
Ciência de Dados Complexos
https://machinelearningmastery.com/text-generation-lstm-recurrent-neural-networks-python-keras/
647 viewsFrancisco Rodrigues, 
Ciência de Dados Complexos
https://mljar.com/blog/how-to-use-jupyter-notebook/
MLJAR
The 8 surprising ways how to use Jupyter Notebook
Explore the Jupyter Notebook beyond its traditional use. Discover 8 alternative ways to utilize this versatile tool, making it even more powerful for coding, experimentation, and collaboration.
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625 viewsFrancisco Rodrigues, 
Ciência de Dados Complexos
AlphaFold é um programa de inteligência artificial desenvolvido pela DeepMind do Google que realiza previsões da estrutura de proteínas. Códigos online.

https://github.com/deepmind/alphafold
GitHub
GitHub - google-deepmind/alphafold: Open source code for AlphaFold 2.
Open source code for AlphaFold 2. Contribute to google-deepmind/alphafold development by creating an account on GitHub.
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619 viewsFrancisco Rodrigues, 
Ciência de Dados Complexos
https://machinelearningmastery.com/how-to-develop-a-convolutional-neural-network-to-classify-photos-of-dogs-and-cats/
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654 viewsFrancisco Rodrigues, 
Ciência de Dados Complexos
https://canaltech.com.br/inteligencia-artificial/dall-e-recria-gibi-classico-do-batman-usando-o-roteiro-e-resultado-impressiona-224055/
Canaltech
DALL-E recria gibi clássico do Batman usando o roteiro e resultado impressiona
O programa usou apenas as descrições de Alan Moore para recriar as imagens, que ficaram incrivelmente parecidas com o desenho de Brian Bolland
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651 viewsFrancisco Rodrigues,