Relação entre os modelos probabilísticos:
https://en.wikipedia.org/wiki/Relationships_among_probability_distributions

🚨Livro gratuito em pdf: DataScience and MachineLearning: Mathematical and Statistical Methods
https://t.co/UrIhOcMScv

Minicurso gratuito no IFT em São Paulo: Minicourse on Lattice models and applications to biological problems
https://www.ictp-saifr.org/lmabp/

Livro em pdf: https://tropp.caltech.edu/notes/Tro21-Probability-High-LN-corr.pdf

Livro clássico sobre Aprendizado por Reforço:
https://www.andrew.cmu.edu/course/10-703/textbook/BartoSutton.pdf

Livro em pdf sobre modelos de regressão:
Regression and Other Stories
https://users.aalto.fi/~ave/ROS.pdf

Biblioteca interessante para visualização de dados em Python:
https://bokeh.org/

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