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amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

atp-world-tour-tennis-data

Using Python to scrape ATP World Tour tennis data

aws-evento-deploy

Codigo para deploy de modelos na AWS utilizando esteira CI/CD

cadlab

Imaging Biomarkers and Computer-Aided Diagnosis Laboratory

coppetex

A LaTeX toolkit for writing thesis and dissertations at COPPE/UFRJ

coview

custom-model-sagemaker

BYOC (Bring Your Own Container) Sagemaker implementation

deploy-aws

desafio-codenation-enem

Desafio valendo a inscrição do um curso de machine learning da Codenation, Score de 93.46%

digit-recognizer

Digit Recognizer Kaggle competition. 99.528% accurary, top 14% using CNNs

engineeringmlops

Engineering MLOps, published by Packt

gan_augmentation_digit_recognizer

Data augmentation using Gans for the digit recognize kaggle competition, based on the mnist dataset.

ganhacks

starter from "How to Train a GAN?" at NIPS2016

gans

Comparitive study of Vanilla GAN, LSGAN, DCGAN and WGAN on MNIST dataset

github_actions_deploy_aws

Deploy on aws using github actions

ica

Usage of ICA techniques in order to separate the components of mixtures of distributions, signals, audios, and so on

ica-cocktail-solver

Blind source separation of audios using FastICA and Streamlit

jenkins-course

Code for the Course

kaggle-titanic

Using Xgboost with hyperopt top 9%

langchain

⚡ Building applications with LLMs through composability ⚡

langchain2neo4j

Integrating Neo4j database into langchain ecosystem

lung-segmentation

Lung segmentation for chest X-Ray images

machine-learning-lessons

Lessons created by myself using Jupyter Notebook about Machine Learning

mikstur

Mutual information least-dependent component analysis

ml-inference-using-aws-lambda-and-amazon-efs

mnist-wgan

A Keras implementation of the Wasserstein GAN using the MNIST dataset

model-monitoring

Model monitoring library

qconcursos-lb08133

lb-08133

sagemaker-deployment

Compilation of examples of SageMaker inference options and other features.

senel_data_science

Repositório para o minicurso de Data Science do SENEL 2021