Obinna Onyema's repositories
Intro-EDA-Python
Tutorial I put together to teach an introduction to EDA with Python
onlinepurchaseintent
Analysis of online store dataset to predict purchase intent
weather_api
This REST API allows a user to query historical weather data across multiple stations. API results are paginated to optimize performance
automl_predict_diabetes
Diabetes prediction via model trained with AutoML in Azure ML Studio and deployed to an Azure endpoint
azureDataPipelinesNYCPayroll
Data pipelines with Azure Data Factory using Azure datalake Gen 2, Azure SQL database and Azure Synapse
CreditCardChurn_UdacityAZMLCapstone
My capstone project on the Udacity Machine Learning Engineer with Azure Nanodegree. We attempt to predict likelihood of churn for credit card customers of a bank
divvy_azure_synapse
Data warehouse modelling for a bike share business using azure synapse analytics, postgresql & azure blob storage
FaceRecognitionWithOpenCV
Face detection with OpenCV haarcascades and python face-recognition module.
scrape_zillow_properties
End to End data engineering project involving reading real estate listings from an API, storing in Azure Data Lake Storage, processing with databricks and orchestrating with Azure Data Factory
AV_ML_notebooks
Practice notebooks for courses and competitions on Analytics Vidhya
BasicBot
Basic bot using Microsoft bot builder for python
DAIL-SQL
A efficient and effective few-shot NL2SQL method on GPT-4.
data_modelling_with_postgres
In this project, I created a database schema in Postgres and ETL pipeline with Python to support analysis of log files from a music streaming app
deploy_web_app_with_aws_cloudformation
Deploy a high availability web app using CloudFormation
divvy_databricks_azure
Building an Azure Data Lake Solution for Bikeshare Data Analytics
LearnWebhookTest
Monitor GitHub events by using a webhook with Azure Functions
movie_recommendation_with_spark
Movie recommendation system. Azure Data Lake Storage is used as data store, Azure Data Factory for workflow management, Azure Databricks for feature engineering and modelling with Spark.
nd00333_AZMLND_C2_Operationalize_Model_in_Azure
Training and deploying a machine learning model on Azure
nd00333_AZMLND_Optimizing_a_Pipeline_in_Azure-Starter_Files
Optimizing an ML Pipeline using Azure: a project on the Udacity Azure ML Nanodegree
PracticeNotebooks
My practice notebooks from tasks on Kaggle
python-flask-build-ai-web-app
A simple python and flask web app consuming Microsoft cognitive services translator API
regression-model-azure-demo
A demonstration of running a regression model on Azure functions.
vprnn
A Replication Study of Implementation of Predictive and Prescriptive Bike-Sharing Demand Forecasts for Inventory Management
web-scraping-nba
Web scraping task to collate and plot data for 4 great NBA players