Data Engineering Fundamentals for Analysts
In this video, we cover the data engineering fundamentals every data analyst needs to know to start building real pipelines — not just dashboards. 🚀 Ready to go from Data Analyst to AI-Enabled Data Engineer? Our live bootcamp takes you from dashboards to production pipelines: https://codebasics.io/bootcamps/data-engineering-bootcamp-for-analysts 🎮 Want to learn by doing? Datakata is a free, super fun game where you build data pipelines hands-on: https://resources.codebasics.io/MrJey6 Databricks Videos Databricks Free Edition Tutorial with End-to-End Data + AI Project: https://www.youtube.com/watch?v=761SQ9Hxbic End to End Data Engineering Project using Databricks Free Edition | FMCG Domain: https://www.youtube.com/watch?v=U6ZUKWdfSLY End to End Data Engineering Project using Databricks Free Edition | Spark Declarative Pipelines: https://www.youtube.com/watch?v=bIIC44n2Dss ⭐️ Timestamps ⭐️ 0:00:00 Intro 0:00:32 OLAP vs OLTP vs ETL vs Data Warehouse 0:10:02 Data Lake vs Data Warehouse vs Lekehouse 0:16:53 ETL vs ELT 0:22:51 Medallion Architecture 0:28:53 Row Based File Formats - CSV JSON 0:37:09 Column Based File Formats - Parquet 0:40:51 Data Normalization and Denormalization 0:46:46 Data Modeling 0:49:54 Star Snowflake 0:58:43 Dimensional Modeling 1:01:27 Slowly Changing Dimensions 1:07:15 Outro Do you want to learn technology from me? Check https://codebasics.io/?utm_source=description&utm_medium=yt&utm_campaign=description&utm_id=description for my affordable video courses. Need help building software or data analytics/AI solutions? My company https://www.atliq.com/ can help. Click on the Contact button on that website. 🎥 Codebasics Hindi channel: https://www.youtube.com/channel/UCTmFBhuhMibVoSfYom1uXEg #️⃣ Social Media #️⃣ 🧑🤝🧑 Discord for Community Support: https://discord.gg/r42Kbuk 🏫 Skool Community for Support & Networking - https://resources.codebasics.io/6J8mXg 📸 Codebasics' Instagram: https://www.instagram.com/codebasicshub/ 📝 Codebasics' Linkedin : https://www.linkedin.com/company/codebasics/ 📱 Dhaval's X handle : https://x.com/dpcodebasics ------ 📝 Dhaval's Linkedin : https://www.linkedin.com/in/dhavalsays/ 📝 Hem's Linkedin: https://www.linkedin.com/in/hemvad/ 📽️ Hem's Instagram for daily tips: https://www.instagram.com/hemvadivel/ 📸 Dhaval's Personal Instagram: https://www.instagram.com/dhavalcodebasics 🔗 Patreon: https://www.patreon.com/codebasics?fan_landing=true
