Latest posts
Ciência de Dados Complexos
22 Sept, 18:44
Livro em pdf: Mathematical Pathways to Machine Learning: Calculus, Linear Algebra, and Optimization https://zenodo.org/records/21752763
Ciência de Dados Complexos
19 Sept, 21:52
Curso online: HarvardX: Data Science: Inference and Modeling https://www.edx.org/learn/data-science/harvard-university-data-science-inference-and-modeling
Ciência de Dados Complexos
9 Sept, 17:35
Inscrições abertas! Para concorrer às bolsas, as inscrições vão até 30 de setembro.🚨 𝐂𝐮𝐫𝐬𝐨 𝐨𝐧𝐥𝐢𝐧𝐞: 𝐏𝐫𝐨𝐛𝐚𝐛𝐢𝐥𝐢𝐝𝐚𝐝𝐞 𝐞 𝐄𝐬𝐭𝐚𝐭𝐢́𝐬𝐭𝐢𝐜𝐚: 𝐓𝐞𝐨𝐫𝐢𝐚, 𝐒𝐢𝐦𝐮𝐥𝐚𝐜̧𝐚̃𝐨 𝐞 𝐃𝐚𝐝𝐨𝐬 https://probest.icmc.usp.br
Ciência de Dados Complexos
5 Sept, 14:04
Neural Networks: A Review from a Statistical PerspectiveCiência de Dados Complexos
3 Sept, 16:05
📚Nosso curso de Probabilidade e Estatística está com inscrições abertas: https://probest.icmc.usp.br/probest.icmc.usp.brProbabilidade e Estatística: Teoria, Simulação e Dados | USPCurso 100% online da USP (ICMC) em Probabilidade e Estatística para Ciência de Dados, com teoria e prática em Python.Ciência de Dados Complexos
1 Sept, 15:30
Foundations of Machine learning - Lecture Noteshttps://www.dropbox.com/scl/fi/sw0kpasl1wp79ga4z87pf/Foundations-of-Machine-Learning-Lecture-Notes.pdf?rlkey=levthc3e8rn1rzk02dyzuosbd&e=7&dl=0
Ciência de Dados Complexos
31 Aug, 13:04
The Matrix Calculus You Need For Deep Learning https://arxiv.org/pdf/1802.01528
Ciência de Dados Complexos
23 Aug, 23:40
Curso completo: "Machine Learning & Causal Inference: A Short Course" https://www.youtube.com/playlist?list=PLxq_lXOUlvQAoWZEqhRqHNezS30lI49G-
Ciência de Dados Complexos
22 Aug, 12:23
Material excelente online: https://duchesnay.github.io/pystatsml/index.html#
Ciência de Dados Complexos
18 Aug, 23:20
Livro online:https://jakevdp.github.io/PythonDataScienceHandbook/
Ciência de Dados Complexos
15 Aug, 13:03
https://mirtitles.org/2013/10/24/problems-in-linear-algebra-proskuryakov/
Ciência de Dados Complexos
13 Aug, 12:50
Livro em pdf:https://faculty.washington.edu/sbrunton/OptimizationBootcamp.pdf
Ciência de Dados Complexos
12 Aug, 17:41
Bases de dados médicos disponíveis online: MedMNIST https://medmnist.com/Ciência de Dados Complexos
12 Aug, 17:40
Cursos para quem usa Claude: Anthropic courses https://anthropic.skilljar.com/Anthropic CoursesLearn to build with Claude AI through Anthropic's comprehensive courses and training programs.Ciência de Dados Complexos
4 Aug, 20:53edited
Playlist com o curso completo de Aprendizado de Máquina da Univ. de Stanford: https://www.youtube.com/playlist?list=PLaqpC4kq8GpwCiência de Dados Complexos
4 Aug, 20:50
Biblioteca para fazer gráficos no Python: https://github.com/garrettj403/SciencePlotsGitHubGitHub - garrettj403/SciencePlots: Matplotlib styles for scientific plottingMatplotlib styles for scientific plotting. Contribute to garrettj403/SciencePlots development by creating an account on GitHub.Ciência de Dados Complexos
30 Jul, 12:31
Curso completo da Universidade de Stanford no Youtube: Transformers & LLMshttps://www.youtube.com/watch?v=Ub3GoFaUcds&list=PLoROMvodv4rOCXd21gf0CF4xr35yINeOyYouTubeStanford CME295 Transformers & LLMs | Autumn 2025 | Lecture 1 - TransformerFor more information about Stanford’s graduate programs, visit: https://online.stanford.edu/graduate-education September 26, 2025 This lecture covers: • Background on NLP and tasks • Tokenization • Embeddings • Word2vec, RNN, LSTM • Attention mechanism…Ciência de Dados Complexos
28 Jul, 19:51
Curso completo no YouTube: Probabilistic MLhttps://www.youtube.com/watch?v=qg7V43qhOUE&list=PL05umP7R6ij0hPfU7Yuz8J9WXjlb3MFjmYouTubeProbabilistic ML - 01 - ProbabilitiesThis is Lecture 1 of the course on Probabilistic Machine Learning in the Summer Term of 2025 at the University of Tübingen, taught by Prof. Philipp Hennig. Contents include a live demo of Bayesian inference and the axioms of probability theory, as defined…Ciência de Dados Complexos
20 Jul, 00:45
Base de dados públicos muito completa:https://github.com/awesomedata/awesome-public-datasetsGitHubGitHub - awesomedata/awesome-public-datasets: A topic-centric list of HQ open datasets.A topic-centric list of HQ open datasets. Contribute to awesomedata/awesome-public-datasets development by creating an account on GitHub.Ciência de Dados Complexos
19 Jul, 11:27
Livro em pdf: The Little Book of Generative AI Foundations: An Intuitive Mathematical Primer
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