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164: I built an entire data pipeline in 30 minutes using only AI (no code required)

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Manage episode 488399565 series 3610716
Content provided by Avery Smith - Data Career Coach. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Avery Smith - Data Career Coach or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

Try Keboola πŸ‘‰ https://www.keboola.com/mcp?utm_campaign=FY25_Q2_RoW_Marketing_Events_Webinar_Keboola_MCP_Server_Launch_June&utm_source=Youtube&utm_medium=Avery

Today, we'll create an entire data pipeline from scratch without writing a single line of code! Using Keboola MCP server and ClaudeAI, we’ll extract data from my FindADataJob.com RSS feed, transform it, load it into Google BigQuery, and visualize it with Streamlit. This is the future of data engineering!

Keboola MCP Integration:

https://mcp.connection.us-east4.gcp.keboola.com/sse

I Analyzed Data Analyst Jobs to Find Out What Skills You ACTUALLY Need

https://www.youtube.com/watch?v=lo3VU1srV1E&t=212s

πŸ’Œ Join 10k+ aspiring data analysts & get my tips in your inbox weekly πŸ‘‰ https://www.datacareerjumpstart.com/newsletter

πŸ†˜ Feeling stuck in your data journey? Come to my next free "How to Land Your First Data Job" training πŸ‘‰ https://www.datacareerjumpstart.com/training

πŸ‘©β€πŸ’» Want to land a data job in less than 90 days? πŸ‘‰ https://www.datacareerjumpstart.com/daa

πŸ‘” Ace The Interview with Confidence πŸ‘‰ https://www.datacareerjumpstart.com/interviewsimulator

⌚ TIMESTAMPS

00:00 - Introduction

00:54 - Definition of Basic Data Engineering Terms

02:26 - Keboola MCP and Its Capabilities

07:48 - Extracting Data from RSS Feed

12:43 - Transforming and Cleaning the Data

19:19 - Aggregating and Analyzing Data

23:19 - Scheduling and Automating the Pipeline

25:04 - Visualizing Data with Streamlit

πŸ”— CONNECT WITH AVERY

πŸŽ₯ YouTube Channel: https://www.youtube.com/@averysmith

🀝 LinkedIn: https://www.linkedin.com/in/averyjsmith/

πŸ“Έ Instagram: https://instagram.com/datacareerjumpstart

🎡 TikTok: https://www.tiktok.com/@verydata

πŸ’» Website: https://www.datacareerjumpstart.com/

Mentioned in this episode:

🌞 Summer Cohort of DAA

Join the Summer Cohort of DAA and become an analyst by the end of summer! Be sure to check out our current deal to save BIG! See you in class!

https://www.datacareerjumpstart.com/daa

πŸ’™ Thank you for subscribing & leaving a review

Thanks to YOU we recently became the most popular data podcast out there. Thank you so much for listening. If you haven't subscribed yet, hit subscribe. It costs $0. If you enjoy the show, leave us a 5-star rating on Spotify or Apple. It helps people like you find the show AND it helps us land better guests. Thank you so much for your support.

  continue reading

164 episodes

Artwork
iconShare
 
Manage episode 488399565 series 3610716
Content provided by Avery Smith - Data Career Coach. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Avery Smith - Data Career Coach or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

Try Keboola πŸ‘‰ https://www.keboola.com/mcp?utm_campaign=FY25_Q2_RoW_Marketing_Events_Webinar_Keboola_MCP_Server_Launch_June&utm_source=Youtube&utm_medium=Avery

Today, we'll create an entire data pipeline from scratch without writing a single line of code! Using Keboola MCP server and ClaudeAI, we’ll extract data from my FindADataJob.com RSS feed, transform it, load it into Google BigQuery, and visualize it with Streamlit. This is the future of data engineering!

Keboola MCP Integration:

https://mcp.connection.us-east4.gcp.keboola.com/sse

I Analyzed Data Analyst Jobs to Find Out What Skills You ACTUALLY Need

https://www.youtube.com/watch?v=lo3VU1srV1E&t=212s

πŸ’Œ Join 10k+ aspiring data analysts & get my tips in your inbox weekly πŸ‘‰ https://www.datacareerjumpstart.com/newsletter

πŸ†˜ Feeling stuck in your data journey? Come to my next free "How to Land Your First Data Job" training πŸ‘‰ https://www.datacareerjumpstart.com/training

πŸ‘©β€πŸ’» Want to land a data job in less than 90 days? πŸ‘‰ https://www.datacareerjumpstart.com/daa

πŸ‘” Ace The Interview with Confidence πŸ‘‰ https://www.datacareerjumpstart.com/interviewsimulator

⌚ TIMESTAMPS

00:00 - Introduction

00:54 - Definition of Basic Data Engineering Terms

02:26 - Keboola MCP and Its Capabilities

07:48 - Extracting Data from RSS Feed

12:43 - Transforming and Cleaning the Data

19:19 - Aggregating and Analyzing Data

23:19 - Scheduling and Automating the Pipeline

25:04 - Visualizing Data with Streamlit

πŸ”— CONNECT WITH AVERY

πŸŽ₯ YouTube Channel: https://www.youtube.com/@averysmith

🀝 LinkedIn: https://www.linkedin.com/in/averyjsmith/

πŸ“Έ Instagram: https://instagram.com/datacareerjumpstart

🎡 TikTok: https://www.tiktok.com/@verydata

πŸ’» Website: https://www.datacareerjumpstart.com/

Mentioned in this episode:

🌞 Summer Cohort of DAA

Join the Summer Cohort of DAA and become an analyst by the end of summer! Be sure to check out our current deal to save BIG! See you in class!

https://www.datacareerjumpstart.com/daa

πŸ’™ Thank you for subscribing & leaving a review

Thanks to YOU we recently became the most popular data podcast out there. Thank you so much for listening. If you haven't subscribed yet, hit subscribe. It costs $0. If you enjoy the show, leave us a 5-star rating on Spotify or Apple. It helps people like you find the show AND it helps us land better guests. Thank you so much for your support.

  continue reading

164 episodes

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