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ai-900

AI-900 exercises

automl_predict_diabetes

Diabetes prediction via model trained with AutoML in Azure ML Studio and deployed to an Azure endpoint

av_ml_notebooks

Practice notebooks for courses and competitions on Analytics Vidhya

azuredatapipelinesnycpayroll

Data pipelines with Azure Data Factory using Azure datalake Gen 2, Azure SQL database and Azure Synapse

basicbot

Basic bot using Microsoft bot builder for python

circleci_workflow_project

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

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_azure_synapse

Data warehouse modelling for a bike share business using azure synapse analytics, postgresql & azure blob storage

divvy_databricks_azure

Building an Azure Data Lake Solution for Bikeshare Data Analytics

facerecognitionwithopencv

Face detection with OpenCV haarcascades and python face-recognition module.

hamoye

Hamoye Internship files

intro-eda-python

Tutorial I put together to teach an introduction to EDA with Python

learnwebhooktest

Monitor GitHub events by using a webhook with Azure Functions

linkedin_job_dataset

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

onlinepurchaseintent

Analysis of online store dataset to predict purchase intent

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.

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

vprnn

A Replication Study of Implementation of Predictive and Prescriptive Bike-Sharing Demand Forecasts for Inventory Management

weather_api

This REST API allows a user to query historical weather data across multiple stations. API results are paginated to optimize performance

web-scraping-nba

Web scraping task to collate and plot data for 4 great NBA players