Cursosde ML para quem trabalha com dados do mercado financeiro: https://t.co/8eu4Qc0OOh
MLTut
8 Best Machine Learning Courses for Finance
Machine Learning is making remarkable inroads in the finance industry. Many financial companies are taking advantage of machine learning. So if you are interested to learn machine learning for finance and looking for some good courses, read this article.
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Livro de Probabilidade disponível (em Português):
Exercícios de Probabilidade
https://www.ime.unicamp.br/~lebensztayn/livro/livro.html
Exercícios de Probabilidade
https://www.ime.unicamp.br/~lebensztayn/livro/livro.html
www.ime.unicamp.br
Lebensztayn - Livro
Página de Élcio Lebensztayn
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Livro disponível para download:
https://link.springer.com/book/10.1007/978-3-030-50356-7
https://link.springer.com/book/10.1007/978-3-030-50356-7
SpringerLink
Introduction to Scientific Programming with Python
Open access undergraduate textbook, Simula Springer briefs, on programming, Python, computational science, data science, object-oriented programming, computing with formulas, plotting curves with Matplotlib, introduction to building blocks of programs for…
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Matemática discreta na Univesp:
https://www.youtube.com/playlist?list=PLxI8Can9yAHf6oB0nf8FwLhqSOcBLqOxH
https://www.youtube.com/playlist?list=PLxI8Can9yAHf6oB0nf8FwLhqSOcBLqOxH
YouTube
Licenciatura em Matemática - Lógica e Matemática Discreta - 11º Bimestre
Licenciatura em Matemática - 11º Bimestre Disciplina: Lógica e Matemática Discreta - MDL - 001 Univesp - Universidade Virtual do Estado de São Paulo Professo...
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Livro online: BOOK OF PROOF
https://www.people.vcu.edu/~rhammack/BookOfProof/
https://www.people.vcu.edu/~rhammack/BookOfProof/
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Material online: Large Language Models
https://stanford-cs324.github.io/winter2022/
https://stanford-cs324.github.io/winter2022/
CS324
Home
Understanding and developing large language models.
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Aula sobre causalidade: https://www.youtube.com/watch?v=tOguq_esmk8&t=16s&ab_channel=ChandlerSquires
YouTube
6.S091 Lecture 1: Structural Causal Models
Lecture 1 for the 2023 MIT IAP course 6.S091, "Causality: Policy Evaluation, Structure Learning, and Representation Learning."
0:00:00 Overview
0:06:00 Signature
0:13:22 DAG notation
0:15:52 Template and Exogenous Graph
0:19:33 Latent Projection
0:27:50…
0:00:00 Overview
0:06:00 Signature
0:13:22 DAG notation
0:15:52 Template and Exogenous Graph
0:19:33 Latent Projection
0:27:50…
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Livro disponível em pdf: Interactive Linear Algebra
: https://textbooks.math.gatech.edu/ila/index2.html
: https://textbooks.math.gatech.edu/ila/index2.html
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Links para aprender linguagens de programação e ferramentas de CD:
1. Python http://pythontutorial.net
2. JavaScript http://learnjavascript.online
3. SQL http://sqlbolt.com
4. Git http://atlassian.com/git/tutorials
5. DevOps http://edx.org/learn/devops
6. HTML
http://w3schools.com
7. CSS
http://css-tricks.com
8. React
http://react-tutorial.app
9. Angular
http://scrimba.com/learn/yourfirstangularapp
10. AWS
http://aws.amazon.com/training
1. Python http://pythontutorial.net
2. JavaScript http://learnjavascript.online
3. SQL http://sqlbolt.com
4. Git http://atlassian.com/git/tutorials
5. DevOps http://edx.org/learn/devops
6. HTML
http://w3schools.com
7. CSS
http://css-tricks.com
8. React
http://react-tutorial.app
9. Angular
http://scrimba.com/learn/yourfirstangularapp
10. AWS
http://aws.amazon.com/training
Python Tutorial
This Python Tutorial helps you learn Python programming from scratch. If you want to master Python fast, this tutorial is a good start.
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Nesse nosso novo artigo, discutimos a importância do estudo de sistemas complexos para resolver os principais problemas da humanidade, usando ferramentas de CD.
Complex systems in the spotlight: next steps after the 2021 Nobel Prize in Physics
https://iopscience.iop.org/article/10.1088/2632-072X/ac7f75
Complex systems in the spotlight: next steps after the 2021 Nobel Prize in Physics
https://iopscience.iop.org/article/10.1088/2632-072X/ac7f75
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Como construir um Generatively Pretrained Transformer (GPT):
https://www.youtube.com/watch?v=kCc8FmEb1nY&ab_channel=AndrejKarpathy
Material no Colab:
https://colab.research.google.com/drive/1JMLa53HDuA-i7ZBmqV7ZnA3c_fvtXnx-?usp=sharing
https://www.youtube.com/watch?v=kCc8FmEb1nY&ab_channel=AndrejKarpathy
Material no Colab:
https://colab.research.google.com/drive/1JMLa53HDuA-i7ZBmqV7ZnA3c_fvtXnx-?usp=sharing
YouTube
Let's build GPT: from scratch, in code, spelled out.
We build a Generatively Pretrained Transformer (GPT), following the paper "Attention is All You Need" and OpenAI's GPT-2 / GPT-3. We talk about connections to ChatGPT, which has taken the world by storm. We watch GitHub Copilot, itself a GPT, help us write…
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Livro em pdf: https://link.springer.com/book/10.1007/978-3-030-03499-3
SpringerLink
Understanding Statistics and Experimental Design
This open access textbook teaches essential principles that can help all readers generate statistics and correctly interpret the data. It offers a valuable guide for students of bioengineering, biology, psychology and medicine, and notably also for interested…
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Curso gratuito na USP:
550400544 - Professoras Programadoras: Introdução ao Pensamento Computacional com Scratch (100% online)
https://uspdigital.usp.br/apolo/apoObterCurso?cod_curso=550400544&cod_edicao=22001&numseqofeedi=1
550400544 - Professoras Programadoras: Introdução ao Pensamento Computacional com Scratch (100% online)
https://uspdigital.usp.br/apolo/apoObterCurso?cod_curso=550400544&cod_edicao=22001&numseqofeedi=1
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