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100-days-of-ml-code

100 Days of ML Coding

amazon-sagemaker-examples

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

amazon-stars-reviews-project

Text classification model

bank-marketing-campaign

Machine Learning model to shortlist customer whose chances of buying the product are higher so that marketing channel can focus only to those customers.

bank-marketing-deploy

ML Model Deployment of the Bank Marketing repository

beyond-jupyter

🐍💻📊 All material from the PyCon.DE 2018 Talk "Beyond Jupyter Notebooks - Building your own data science platform with Python & Docker" (incl. Slides, Video, Udemy MOOC & other References)

cab-industry-data-analysis

churn-prediction-model

complexity

custom-model-sagemaker

Example of deploying a custom model via sagemaker

data_ingestion_pipeline

This pipeline performs some basic validations to incoming datasets.

docs

dwitter

Copia de Twitter hecha con Socket.io

fastapi-test

Technical test for Machine Learning Engineer role

list_of_recommender_systems

A List of Recommender Systems and Resources

machine-learning-engineer-nanodegree

Notes and material for the "Machine Learning Engineer Nanodegree" (MLND) by Udacity.

ml-deployment-on-flask

Local deployment of a simple Machine Learning model on Flask

ml-deployment-on-heroku

Deploying a simple Machine Learning model on Heroku using GitHub

ml_sagemaker_studies

Case studies, examples, and exercises for learning to deploy ML models using AWS SageMaker.

mlops-basics

mlops-framework

MLOps Framework in AWS

naquiao

newspaper-automated-webscraper

polyrise

Free Mobile Website Builder Software!

postgresml

PostgresML is an end-to-end machine learning system. It enables you to train models and make online predictions using only SQL, without your data ever leaving your favorite database.

real_estate_price_prediction

Machine Learning model which aims to help property appraisers, since this process is often objective

sagemaker-scikit-learn-container

Support code for building and running Amazon SageMaker compatible Docker containers based on the open source framework Scikit-learn (http://scikit-learn.org/stable/)

sasrec

SASRec: Self-Attentive Sequential Recommendation

xepelin-forecasting

Time Series forecasting