How to Build a Simple ETL Pipeline | CSV → Transform → Snowflake

These are tools and services I personally use or have tested, and I highly recommend them for learning, productivity, and professional growth: Datacamp - Learn data science and analytics skills: https://datacamp.pxf.io/Z6XZ1z Coursera – Top university and industry courses online: https://imp.i384100.net/EEzJ7K Udemy: Learning and teaching marketplace with over 250000 courses and 80 million students: https://trk.udemy.com/Bn3NMy 365 Data Science Online Program – Comprehensive data science training: https://365datascience.pxf.io/dORDny Babbel – Learn a new language effectively: https://babbel.sjv.io/zxGy26 SentryPC – Employee & computer monitoring software: https://sentrypc.7eer.net/DyWoGa Carson Dellosa Education – Educational resources & materials: https://carsondellosaeducation.sjv.io... Skuad – Hire and manage remote teams globally: https://skuad.pxf.io/rarGLG NodeVPN - Secures your Internet data with military-grade encryption: https://nordvpn.sjv.io/55djv3 Crypto.com - Buy & sell popular crypto, including BTC and ETH: https://cryptocom.sjv.io/19YbJa DesignLab: Create beautiful designs and pro graphics: https://designlab.pxf.io/nXN73M PDH Academy: Provider of online courses for residential and commercial contractors: https://pdhacademy.sjv.io/GKDb1B Affiliate Disclosure: Some of the links above are affiliate links, meaning I may earn a small commission if you purchase through them, at no extra cost to you. This helps support my channel and allows me to continue creating valuable content. Thank you for your support! ❤️ ***************************************************** 📅 Book 1-on-1 Coaching Session → https://calendly.com/ckdatatech/coach... 💰 $60 for 60 mins (includes a free 30-min follow-up) ******************************************************** In this beginner-friendly ETL tutorial, I walk you through how to load CSV data into Snowflake using Python, Pandas, and Snowpark. We start with sample sales CSV data, perform transformations in Pandas, and use Snowpark to load the cleaned data directly into a Snowflake table. This video is perfect for anyone learning Snowflake, ETL pipelines, or Python for data engineering. 📌 What you’ll learn: ✔ How to read CSV data with pandas ✔ How to clean and transform data using Python ✔ How to connect Python to Snowflake using Snowpark ✔ How to write transformed data into Snowflake tables ✔ How a simple ETL pipeline works from end to end ✔ Tips for avoiding common Snowflake + Python issues 🛠 Tech Stack Used: Python Pandas Snowflake Snowpark CSV sample sales data Useful Resources: Github Source Code: https://github.com/kalekem/simple_etl... DBeaver Tutorials:    • DBeaver Tutorials   ETL Tutorials:    • Data Engineering   DBT Playlist:    • DBT Tutorials   Whether you're a beginner in data engineering, preparing for Snowflake roles, or simply exploring Python ETL, this is a great hands-on real-world project to start with. If you find this tutorial helpful, make sure to like, comment, and subscribe for more Snowflake and cloud data engineering videos! #Snowflake #Snowpark #ETL #DataEngineering #PythonETL #CSVtoSnowflake #PandasTutorial #SnowflakeTutorial #DataPipeline #BeginnerETL #CKDataTech

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