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Learn how to design, develop, deploy and iterate on production-grade ML applications.
Python programs, usually short, of considerable difficulty, to perfect particular skills.
Free MLOps course from DataTalks.Club
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
Learn ML engineering for free in 4 months!
T81-558: Keras - Applications of Deep Neural Networks @Washington University in St. Louis
All course materials for the Zero to Mastery Deep Learning with TensorFlow course.
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
An easy to use blogging platform, with enhanced support for Jupyter Notebooks.
Cool Python features for machine learning that I used to be too afraid to use. Will be updated as I have more time / learn more.
Learn how to design, develop, deploy and iterate on production-grade ML applications.
Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.
An ongoing list of pandas quirks
davified / clean-code-ml
Forked from zedr/clean-code-python🛁 Clean Code concepts adapted for machine learning and data science. Now a free video series 😎 https://bit.ly/2yGDyqT
You'll learn about Iterators, Generators, Closure, Decorators, Property, and RegEx in detail with examples.
Collection of presentations for advanced Python topics
How to build RNNs and LSTMs from scratch with NumPy.
Tutorials for Machine Learning on Graphs
Build high performance, concurrent, and multi-threaded apps with Python using proven design patterns
Software Engineering for Engineering Students
Machine Learning na Saúde: Prevendo a Necessidade de Internação em Leitos de UTI Durante a Pandemia de COVID-19
learning series: ML Engineering and DevOps
Cenários e efeitos da pandemia causada pelo novo coronavírus SARS-CoV-2 no Amazonas: Análise e previsão de séries temporais com a biblioteca Prophet.
Projeto de Análise de Crédito do Banco digital TowerBank
Esse projeto é o resultado final do Bootcamp em Data Science da Alura. Aqui serão empregados conhecimentos de Machine Learning e Análise exploratória dos dados, a respeito das internações do Hospit…
Análise de Dados: Programa Nacional de Imunizações