Cursos online na Unicamp: https://moocs.ggte.unicamp.br/courses

Biblioteca importante quando uma série temporal tem ruídos e outliers: https://github.com/cerlymarco/tsmoothie

Ten Years of Generative Adversarial Nets (GANs): A survey of the state-of-the-art
https://arxiv.org/abs/2308.16316

15 Online Courses at Harvard University

1. Introduction to Computer Science

https://www.edx.org/learn/computer-science/harvard-university-cs50-s-introduction-to-computer-science

2. Introduction to Game Development

https://www.edx.org/learn/game-development/harvard-university-cs50-s-introduction-to-game-development

3. Introduction to Programming with Scratch

https://www.edx.org/learn/scratch-programming/harvard-university-cs50-s-introduction-to-programming-with-scratch

4. Web Programming with Python and JavaScript

https://www.edx.org/learn/web-development/harvard-university-cs50-s-web-programming-with-python-and-javascript

5. Computer Science for Business Professionals

https://www.edx.org/learn/computer-science/harvard-university-cs50-s-computer-science-for-business-professionals

6. CS50 for Lawyers

https://www.edx.org/learn/computer-science/harvard-university-cs50-s-computer-science-for-lawyers

7. Introduction to Artificial Intelligence with Python

https://pll.harvard.edu/course/cs50s-introduction-artificial-intelligence-python/2023-05

8. Introduction to Programming with Python

https://www.edx.org/learn/python/harvard-university-cs50-s-introduction-to-programming-with-python

9. Data Science: Machine Learning

https://www.edx.org/learn/machine-learning/harvard-university-data-science-machine-learning

10. Data Science: Productivity Tools

https://www.edx.org/learn/data-science/harvard-university-data-science-productivity-tools

11. Understanding Technology

https://pll.harvard.edu/course/cs50s-understanding-technology-0

12. Mobile App Development with React Native

https://pll.harvard.edu/course/cs50s-mobile-app-development-react-native

13. Introduction to Data Science with Python

https://pll.harvard.edu/course/introduction-data-science-python

14. Artificial Intelligence in Business: Creating Value with Machine Learning.

https://pll.harvard.edu/course/artificial-intelligence-business-creating-value-machine-learning

15. Fundamentals of TinyML

https://pll.harvard.edu/course/fundamentals-tinyml

Excelente guia sobre visualização de dados:

Best Practices for Data Visualisation

Curso online: Introduction to Data-Centric AI, MIT
https://www.youtube.com/playlist?list=PLnSYPjg2dHQKdig0vVbN-ZnEU0yNJ1mo5

Curso grátis na Google: Introduction to Generative AI Learning Path
https://www.cloudskillsboost.google/journeys/118

Para quem gosta de matemática e filosofia, segue um novo texto que publiquei no Medium: https://francisco-rodrigues.medium.com/o-grande-mist%C3%A9rio-da-matem%C3%A1tica-b5a408be012f

Livro online em pdf: https://deeplearningtheory.com/

Curso sobre topologia em Ciência de Dados:
Topological Data Analysis for Machine Learning

https://bastian.rieck.me/talks/ecml_pkdd_2020/

Palestra online na USP dia 16/09 às 8:30h:
https://www.youtube.com/watch?v=cbXK9Z92Dfc

Sites para quem está procurando vagas remotas:

1 - Landing Jobs - https://landing.jobs/

2 - Trampos - https://trampos.co/oportunidades/

3 - italki - https://www.italki.com/pt

4 - UpWork - https://www.upwork.com/

5 - Virtual Vocations - https://www.virtualvocations.com/

6 - Authentic Jobs - https://authenticjobs.com/

7 - Working Nomads - https://www.workingnomads.com/jobs

8 - Remotar - https://remotar.com.br/

9 - Jobatus Brasil - https://www.jobatus.com.br/

A Comprehensive Guide to Machine Learning

Livro disponível em pdf:
Bayesian Reasoning and Machine Learning
http://web4.cs.ucl.ac.uk/staff/D.Barber/textbook/240415.pdf

Para quem tem interesse em análise de redes sociais, nosso trabalho foi descrito no Jornal da USP: https://jornal.usp.br/ciencias/ciencias-isolamento-e-coesao-dos-grupos-de-direita-facilitaram-propagacao-coordenada-nas-eleicoes/

Hoje às 19:30h
📺 Ocorrerá a live sobre como alavancar sua carreira com Ciências de Dados 🖥
Contando com a participação dos professores Francisco Louzada, Francisco Rodrigues e Luis Gustavo Nonato do ICMC - USP, e também com Artur Andrade, CEO da mobway

🔗Só clicar no link: https://youtube.com/live/QbOg5zCMU90

Nos vemos mais tarde!