Ciência de Dados Complexos

Livro disponível online: https://brasileiraspln.com/livro-pln/

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!

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/

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

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/

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

Curso sobre topologia em Ciência de Dados: Topological Data Analysis for Machine Learning https://bastian.rieck.me/talks/ecml_pkdd_2020/

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

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

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

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

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

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