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164: I built an entire data pipeline in 30 minutes using only AI (no code required)
Episode 16412th June 2025 • Data Career Podcast: Helping You Land a Data Analyst Job FAST • Avery Smith - Data Career Coach
00:00:00 00:33:15

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Try Keboola 👉 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

💌 Join 10k+ aspiring data analysts & get my tips in your inbox weekly 👉 https://www.datacareerjumpstart.com/newsletter

🆘 Feeling stuck in your data journey? Come to my next free "How to Land Your First Data Job" training 👉 https://www.datacareerjumpstart.com/training

👩‍💻 Want to land a data job in less than 90 days? 👉 https://www.datacareerjumpstart.com/daa

👔 Ace The Interview with Confidence 👉 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


🔗 CONNECT WITH AVERY

🎥 YouTube Channel: https://www.youtube.com/@averysmith

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

📸 Instagram: https://instagram.com/datacareerjumpstart

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

💻 Website: https://www.datacareerjumpstart.com/

Mentioned in this episode:

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The September Cohort of the Accelerator starts on September 14th. Join the data bootcamp that has helped 100's land their first data job using The SPN Method. Learn the skills (Excel, Tableau, SQL, Python, Power BI, and R). Build 8+ projects and put them on your portfolio. And grow your network 10x bigger than it is now. Plus, for this cohort only, you'll get lifetime access to 4 softwares to help you land your data job: PremiumDataJobs.com, InterviewSimulator.io, MyDataFolio.com and DataFairy.io. Let's get your data career started!

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