Ciência de Dados Complexos

Para aqueles que querem aprender sobre redes neurais, recomendo fortemente essa série de vídeos da Statquest. É possível colocar legendas em Pt:
https://www.youtube.com/watch?v=CqOfi41LfDw&list=PLblh5JKOoLUIxGDQs4LFFD--41Vzf-ME1

YouTube

The Essential Main Ideas of Neural Networks

Neural Networks are one of the most popular Machine Learning algorithms, but they are also one of the most poorly understood. Everyone says Neural Networks are "black boxes", but that's not true at all. In this video I break each piece down and show how it…

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713 viewsFrancisco Rodrigues, edited 11:58

Ciência de Dados Complexos

Tutorial sobre Matplotlib:
https://www.youtube.com/playlist?list=PL-osiE80TeTvipOqomVEeZ1HRrcEvtZB_

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680 viewsFrancisco Rodrigues, 22:18

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, 23:08

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, 23:08

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, 19:57

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, 17:25

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, 23:18

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.

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775 viewsFrancisco Rodrigues, 23:19

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.

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879 viewsFrancisco Rodrigues, 23:19

Ciência de Dados Complexos

https://www.youtube.com/playlist?list=PLzWRmD0Vi2KVsrCqA4VnztE4t71KnTnP5

747 viewsFrancisco Rodrigues, 10:09

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, 10:38

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, 13:27

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, 15:06

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 15:24

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, 19:47

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, 19:58

Ciência de Dados Complexos

Book of Proof:
https://www.people.vcu.edu/~rhammack/BookOfProof/

650 viewsFrancisco Rodrigues, 11:23

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