Data Analyst Foundations: Python, SQL, and Modern Data Workflows

Master the core programming and analytical skills needed to start a career in data analysis, from writing SQL queries to processing data with modern Python libraries.

4.9 (2,891) ⏱ 42 min 📚 4 lessons 🎧 Audio version

About this course

In today's data-driven world, the ability to translate raw numbers into actionable business insights is one of the most valuable skills you can build. This course provides a clear, step-by-step introduction to the essential tools and techniques used by modern data analysts. You will transition from a complete beginner to a confident data explorer. By reading through structured explanations and practicing with written code examples, you will learn how to extract, clean, analyze, and present data effectively using industry-standard tools. What you'll learn: * Understand foundational data concepts, structures, and the typical lifecycle of an analysis project. * Write clean SQL queries to retrieve, filter, and aggregate data from relational databases. * Apply Python programming basics to manipulate data using modern libraries like pandas. * Clean messy datasets by handling missing values, formatting anomalies, and duplicate entries. * Create informative data visualizations and summarize findings to drive business decisions. * Explore modern data workflows, including version control basics and using AI prompts to assist in writing analysis code. The course starts with key terminology and foundational data concepts before moving into database querying and Python scripting. You will progress naturally from reading simple data structures to drafting comprehensive data analysis workflows. This course is designed specifically for beginners with no prior programming or data analysis experience. No special software is required to start. Start your journey into the world of data analytics today.

What you'll get

  • 📜 Certificate of completion
    Add it to your LinkedIn profile
  • 💬 Personal AI tutor
    Stuck on a lesson? Ask your built-in tutor anything, any time.
  • 🎧 Audio version included
    Learn on the go — no screen needed
  • ♾️ Lifetime access
    Come back anytime, no expiry
  • 📱 Phone or computer
    Works anywhere, any device
  • 💸 30-day refund
    No questions asked
  • Short & focused
    42 min of practical content

Reviews (4)

Kirsten Petersen DK
★ 4 · 2026-04-09T08:13:23+00:00

It's a good course if you have some prior knowledge. For absolute beginners, some concepts might be a bit challenging. The structure is logical, though.

عائشة بنت يوسف TN Verified learner
★ 5 · 2026-04-06T13:02:23+00:00

This course exceeded my expectations. The real-world applications discussed are incredibly useful. Great job!

Ngô Thị Lan VN Verified learner
★ 4 · 2025-12-18T02:06:23+00:00

This was a good introduction. The structure is logical, and it covers the basics effectively. Might be too introductory for advanced learners.

Javier Mendoza MX
★ 3 · 2025-04-16T06:27:23+00:00

Hmm, I'm not sure this is for absolute beginners. It assumes a bit of prior knowledge that wasn't explicitly taught. Some examples were confusing.

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Frequently asked

What do I need to take this course? +

Just a phone or computer with internet. No installs, no special hardware.

How do I pay? +

By card via Stripe, or with cryptocurrency. We do not store card details — Stripe handles them securely.

Can I get a refund? +

Yes — full refund within 30 days, no questions asked.

How long will I have access? +

Forever. Once you purchase, the course is yours to revisit anytime.

Will I get a certificate? +

Yes. On completion you'll receive a certificate you can add to your LinkedIn profile.

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