rahul765 / Machine-Learning-Pipelines
From data gathering to model deployment. Complete ML pipeline using Docker, Airflow and Python.
☆14Updated 11 months ago
Related projects: ⓘ
- Book Projects☆24Updated 3 years ago
- ☆12Updated 3 years ago
- Machine Learning pipeline MVP on Docker and Apache Airflow☆15Updated 2 years ago
- A hands-on case study for demonstrating the stages involved in a machine learning project, from EDA to production.☆38Updated last year
- Pyspark in Google Colab: A simple machine learning (Linear Regression) model☆36Updated 5 years ago
- An end-to-end project on customer segmentation☆80Updated last year
- This MVP data web app uses the Streamlit framework and Facebook's Prophet forecasting package to generate a dynamic forecast from your ow…☆64Updated 8 months ago
- ☆23Updated 6 months ago
- The repository for the course in Udemy☆17Updated 4 years ago
- Python Machine Learning (ML) project that demonstrates the archetypal ML workflow within a Jupyter notebook, with automated model deploym…☆59Updated last year
- Introduction to MLflow with a demo locally and how to set it on AWS☆42Updated 3 years ago
- ☆30Updated 3 months ago
- Create Interactive Dashboards With Streamlit in Python☆15Updated 4 years ago
- This is code depository for my upcoming session. Will update details post the session☆38Updated last year
- The practical use-cases of how to make your Machine Learning Pipelines robust and reliable using Apache Airflow.☆52Updated last year
- Example project with a CNN to train a Pokémon type classifier, adapted for DTC workshop☆34Updated 9 months ago
- Maternal Health Risk prediction MLOps pipeline☆38Updated last year
- Machine Learning for Streaming Data with Python, published by Packt☆68Updated last year
- Recommender System Repo☆32Updated 5 years ago
- An end-to-end ML Project☆10Updated last year
- Guide on creating an API for serving your ML model☆65Updated 2 years ago
- Build Deep Neural Network model in Keras and deploy a REST API to production with Flask on Google App Engine☆34Updated last year
- Building simple ML apps with Streamlit☆24Updated 3 years ago
- a simple machine learning pipeline built using Apache AirFlow☆14Updated last year
- Analysis for Customer Segmentation☆64Updated 4 years ago
- Best practices for engineering ML pipelines.☆37Updated 2 years ago
- Predicting the Likelihood to Purchase a Financial Product Following a Direct Marketing Campaign☆26Updated last year
- This repository is to host template for calculating ROI on Artificial Intelligence projects☆43Updated 5 years ago
- MLOps hands-on notes, notebooks and scripts of months of learning☆23Updated 2 years ago
- This repository explains machine learning concepts☆51Updated 10 months ago
- Demo for Using GitHub Actions in MLOps☆40Updated 2 years ago