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92-aws-ug-sp-presencial-recap-aws-re-inforce-e-generative-ai

amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

annotated_research_papers

This repo contains annotated research papers that I found really good and useful

autoeda-resources

A list of software and papers related to automatic and fast Exploratory Data Analysis

awesome-mlops

:sunglasses: A curated list of awesome MLOps tools

awesome-transformers

A curated list of awesome transformer models.

aws-ugsp-ml-zero-to-hero

AWS UGSP ML Zero to Hero

aws-ugsp-nlp-zero-to-hero

awscommunityday2021

AWS Community Day 2021 website repository.

basics

📚 Learn ML with clean code, simplified math and illustrative visuals.

can-netgan-be-improved-on-short-random-walks-

Can NetGAN be improved on short random walks?

ci-cd-pipeline-for-machine-learning-with-online-training-in-kubeflow

CI/CD Pipeline for machine learning with online training in Kubeflow

curso-pocket-nlp

Curso pocket NLP

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.

data-science-from-scratch

code for Data Science From Scratch book

data-science-on-aws

AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker

data-science-tutorials

Data Science Tutorials

data-visualization

Data Visualization with Python

espm-ciencia-de-dados-aplicada-aos-negocios

ESPM | Ciencia de Dados Aplicada aos Negocios

fairlearn

A Python package to assess and improve fairness of machine learning models.

fiap-mba-lecture-material

Aulas / Lectures

financial-demo

A demo for a financial services bot

gemma-e-gemini-demos

Gemma e Gemini Demos

gpubootcamp

This repository consists for gpu bootcamp material for HPC and AI

hands-on-gradient-boosting-with-xgboost-and-scikit-learn

Hands-On Gradient Boosting with XGBoost and Scikit-learn Published by Packt

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

huggingface-sagemaker-workshop-series

Enterprise Scale NLP with Hugging Face & SageMaker Workshop series

interpret

Fit interpretable models. Explain blackbox machine learning.

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

kdd19-tutorial

KDD19 Tutorial: From Shallow to Deep Language Representations: Pre-training, Fine-tuning, and Beyond