Lists (1)
Stars
Overview of AutoML in Cloudera Machine Learning (CML)
Demonstration of how to perform continuous model monitoring on CML using Model Metrics and Evidently.ai dashboards
Perform analytics on a large airline dataset with Spark and build an XGBoost model to predict flight cancellations.
Build an scikit-learn model to predict churn using customer telco data.
Online-lending fraud detection with customers' sequential behavioral data (End-to-end ML and NLP project).
An end-to-end machine learning (mlops) project
In this repository, I have developed an end to end Automatic speech recognition project. I have developed the neural network model for automatic speech recognition with PyTorch and used MLflow to m…
[DEPRECATED] Demo repository implementing an end-to-end MLOps workflow on Databricks. Project derived from dbx basic python template
This project covers the end to end implementation of deploying and productionizing a dockerized/containerized machine learning python flask application into AWS Elastic Compute Cloud (EC2) Instance…
This repository contains data science projects and problems I have solved with the skills that I have acquired and those that I gain as I break into data science. From end to end skills like Featur…
The end-to-end computer vision (object detection) project with MLOps, including a model training pipeline/workflow, an API, and an application for detecting and counting house sparrows in a photo.