Ecosyste.ms: Awesome

https://github.com/abdallaabker/mlops_canadian_forest_fire_prediction

MLOps Zoomcamp Project

azure-cloud evidently fastapi grafana mlflow prefect

Last synced: 11 Oct 2024

https://github.com/abdallaabker/petrophysical-well-logging-data

Last synced: 05 Jan 2025

https://github.com/abdallaabker/petrophysical-well-logs-from-several-wells

Introduction to Dataset:¶ This dataset consists of petrophysical well logs from several wells. This is a relational dataset. You need to prepare data step by step as mentioned below and try to extract some insights and valuable information. DEPTH_MD: This column is measured depth in meter. (Continuous data) WELL: Well name (Categorical data) X_LOC: Geographical X location in UTM system. (Continuous data) Y_LOC: Geographical Y location in UTM system. (Continuous data) GROUP: The interval of rocks that can include several FORMATION (Categorical data) FORMATION: The interval of rocks that has geological special meaning (Categorical data) DTC: This log is a measurement of acoustic wave in rocks inside oil and gas well (Continuous data) PEF: This is photoelectric log helping to recognize lithology (Continuous data) NPHI: This is a Neutron log for porosity evaluation. (Continuous data) RHOB: This is rock medium density measurements(Continuous data) lithology_name: type of the rocks (Categorical data)

Last synced: 05 Jan 2025

https://github.com/abdallaabker/ml_model_monitoring

Last synced: 05 Jan 2025

https://github.com/abdallaabker/mlops

Last synced: 05 Jan 2025

https://github.com/abdallaabker/end-to-end-ml-project

Last synced: 05 Jan 2025

https://github.com/abdallaabker/fire-forest-prediction

Last synced: 05 Jan 2025

https://github.com/abdallaabker/create-sql-database-and-queries-

CREATE A DATABASE AND BUILD QUERIES RETRIEVE DATA IN SQL SERVER

Last synced: 05 Jan 2025

https://github.com/abdallaabker/power-generation-prediction

Last synced: 05 Jan 2025

https://github.com/abdallaabker/k-means-clustering-and-validation-techniques

KMeans Clustering, Elbow method, t-SNE, Silhouette techniques

Last synced: 05 Jan 2025

https://github.com/abdallaabker/azure_mlops

Last synced: 05 Jan 2025

https://github.com/abdallaabker/time-series-practice-

Last synced: 05 Jan 2025

https://github.com/abdallaabker/predicting-solar-energy-production---capstone-project

The goal of solar energy companies is to maximizing profits by maximizing energy yield from their plants. Our objective is to build a QuAM that will predict energy yield takes into account environmental factors

Last synced: 05 Jan 2025

https://github.com/abdallaabker/llm-workshop

Last synced: 05 Jan 2025

https://github.com/abdallaabker/mlops-forest-fire-prediction

Last synced: 05 Jan 2025

https://github.com/abdallaabker/importing-las-file-tutorial

Exploring LAS File in Python

Last synced: 05 Jan 2025

https://github.com/abdallaabker/end-to-end_text_summarizer_project

Last synced: 05 Jan 2025