Coulibaly Zie Mamadou's repositories
airflow_kafka_cassandra_mongodb
Produce Kafka messages, consume them and upload into Cassandra, MongoDB.
Deploy-ML-Model-FastAPI-MLFlow-MINIO-MySQL
This repository about how to deploy machine learning model end serving with FastAPI and using MLFlow-MINIO
detect-data-drift-pipeline
A pipeline to detect data drift and retrain the model when there is drift
God-Level-Data-Science-ML-Full-Stack
A collection of scientific methods, processes, algorithms, and systems to build stories & models. This roadmap contains 16 Chapters, whether you are a fresher in the field or an experienced professional who wants to transition into Data Science & AI
vscode-python-template
A template for a dockerized Python development environment for VScode
-Voting-Bagging-random-forest
Used Python’s Voting and Bagging classifiers along with KNN, logistic regression, decision tree & random forest to study their accuracy. Voting gave the best result.
cicd-mlops-demo
Demo for CI/CD in a machine learning project
Conformal-Prediction-Regression
Implementation of conformal prediction with MAPIE based on the MAPIE doc example and adapted to another regression dataset.
csv_to_kinesis_streams
This repo will write a CSV file to the Amazon Kinesis Data Streams
hubeau
Hub'Eau, la plateforme pour manipuler facilement les données ouvertes sur l'eau
kafka_spark_structured_streaming
Get data from API, run a scheduled script with Airflow, send data to Kafka and consume with Spark, then write to Cassandra
lang2sql
Language to SQL Translator
MLOPS_BootCamp_Projects
MLOps Bootcamp Projects - Explore practical MLOps projects showcasing version control, CI/CD, monitoring, scalability, and more. Get hands-on experience with popular tools and frameworks. Clone, contribute, and enhance your MLOps skills. Drive reliable and scalable machine learning deployments.
notebooks
Notebooks using the Hugging Face libraries 🤗
pygwalker
PyGWalker: Turn your pandas dataframe into a Tableau-style User Interface for visual analysis
segment-anything
An unofficial Python package for Meta AI's Segment Anything Model
shiny-express-poc
Running Shiny Express App Inside a Container
spring-petclinic
A sample Spring-based application
ydata-profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.