Azure End-To-End Data Engineering Project for Beginners (FREE Account) | API Tutorial

👉 Join the Applied AI Community: https://www.skool.com/applied-ai 👉 Get the resources (Github): https://www.lukejbyrne.com/c/fabric-vs-azure This project addresses a critical business need by building a comprehensive data pipeline on Azure. The goal is to extract seismic data from an API endpoint via HTTP GET request, transform it in the cloud, and generate actionable insights through a Power BI dashboard. Tech Stack: HTTP, Python, PySpark, API, Data Factory, Data Lake Gen 2, Databricks, Synapse Analytics, Power BI, Entra ID (Active Directory), Key Vault How to set up PowerBI without work email: https://www.youtube.com/watch?v=9RB5xic9BiY Pathfinder's original vid: https://youtu.be/Av44Nrhl05s?si=y_CG7mLKh4PuBbe4 -------------------- 📊 Learn Data & AI (50% OFF): https://datacamp.pxf.io/yqr3jb 🤖 Early access to the Applied AI Community: https://kickofflabs.com/waitlist/f795d9da 📮 Join the Newsletter: https://lukejbyrne.com/subscribe 🔗 Follow me on Linkedin: https://linkedin.com/in/lukejbyrne -------------------- 🏅 RECOMMENDED COURSES: (All under one subscription) *Top AI Courses:* AI Engineer for Developers Course - https://datacamp.pxf.io/gO6WRB AI Engineer for Data Scientists Course - https://datacamp.pxf.io/XmnX4a Developing AI Applications Course - https://datacamp.pxf.io/Bny25L *Top Data Courses:* Data Engineer in Python - https://datacamp.pxf.io/aOAWNZ Associate Data Scientist in Python - https://datacamp.pxf.io/AP3Eg1 Data Analyst with Python - https://datacamp.pxf.io/GKVZbk Associate Data Analyst in SQL - https://datacamp.pxf.io/Z6KyV1 -------------------- Overview --- 0:00 – Introduction & What You’ll Learn 0:22 – Main Azure Services Explained 0:54 – Getting Started & GitHub Repo 1:33 – Earthquake Data Pipeline Use Case 2:19 – Medallion Architecture Overview 2:45 – Synapse, Data Factory, & Power BI Databricks --- 3:33 – Prerequisites & Azure Free Account 5:16 – Creating the Azure Databricks Workspace 7:33 – Creating the ADLS Storage Account 10:03 – Deeper Dive Into Databricks Deployment 1:00:39 – Library Management & Reverse Geocoder 1:06:00 – Classifying Earthquake Significance Data Factory --- 1:09:05 – Data Factory Setup & Linking 1:24:26 – Passing Parameters & Orchestrating Notebooks Synapse --- 1:37:19 – Loading Data into Synapse Analytics 1:40:02 – Querying Parquet Data with OPENROWSET Power BI --- 1:44:42 – Power BI Overview & Next Steps -------------------- Business inquiries: [email protected]