Version 1 of Technical Best Practices of Azure Databricks based on real world Customer and Technical SME inputs
Collection of Sample Databricks Spark Notebooks ( mostly for Azure Databricks )
Developed an end-to-end machine learning solution for predicting employee churn using Azure Databricks, leveraging Spark for data processing, MLflow for managing the ML workflow, and deploying the model using Databricks model serving.
Project Y is a straightforward Landing Zones automated deployment tool dedicated to data processing.
Build a movie recommendation data pipeline using Azure services for efficient data ingestion, transformation, and orchestration. Utilize Azure Blob Storage, Azure Databricks, and Azure Data Factory to implement collaborative filtering and PySpark ML for accurate movie recommendations.
A data pipeline project build on databricks and azure to demostrate lifecycle of a cloud data project.
Sentiment Analysis for Tweets
Collection of data on Formula One Racing
Making ODBC connection from Databricks (Azure Databricks) to Azure SQL Database with Azure AD User Access Token.
Springboard Open Ended Capstone
This project builds an End-to-End Azure Data Engineering Pipeline, performing ETL and Analytics Reporting on the AdventureWorks2022LT Database.
Practice with Azure Synapse Analytics/Databricks Pipeline
Notebook sample of Exploratory Data Analysis (EDA) for Prudential Life Insurance Sample Data
Ingested Tokyo Olympic data into Azure Data Lake using Azure Data Factory. Enhanced data quality with Apache Spark on Azure Databricks. Optimized SQL queries on Synapse Analytics, reducing execution time. Developed engaging Power BI dashboards, boosting user engagement creating KPI's with DAX.
Using SAS to authenticate and access to ADLS Gen 2 from Azure Databricks
Covid ETL Project using Azure Data Engineering Stack
This project exemplifies a robust Azure streaming data solution tailored for fitness data analysis, leveraging Azure's powerful ecosystem to deliver actionable insights and drive informed decisions in health and wellness management.
Tokyo Olympics Analysis Using AZURE platform
Data files for azure cloud data engineering project
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