This is exactly how I would learn SQL and Python for free in 2026 if I had to start all over again.

@sundaskhalidd

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Promoted product

Mode Analyticsmode.com

Mode is a collaborative data platform that combines SQL, R, Python, and visual analytics in one place. Connect, analyze, and share, faster.

Why it worked

The video provides high-value, actionable career advice in a structured format, making the promotional mention feel like a helpful resource rather than an ad.

Summary

The creator outlines a step-by-step roadmap for learning SQL and Python for free, including specific resources and project ideas. She briefly mentions Mode Analytics as a recommended tool for learning SQL alongside other educational platforms.

Structure

1Introduction to the learning roadmap
2SQL learning resources and key concepts
3Python learning resources and library focus
4Using AI for practice and feedback

Original caption

This is exactly how I'd learn SQL and Python for free if I had to start over 👇🏽 I still remember how overwhelming it felt not knowing where to begin. If I had to do it all over again, this is the exact path I would follow. I wish someone had told me that sooner. Which one are you starting with? Let me know in the comments. #sql #python #learntocode #ai #machinelearning #datascientist #datascience #dataanalyst

More from @sundaskhalidd

Product placement

Mode Analytics is mentioned as a resource for free interactive SQL lessons.

Call to action

Let me know what I should cover in the next video.

On-screen text

Learn SQL & Python for free in 2026 SQL Data Analyst Data Scientist Data Engineer Focus on: Kaggle Select Join Group By Window functions Python freeCodeCamp Codecademy Focus on: Python Pandas library Use AI to Practice Challenge yourself Ask AI to review Build 3 Projects Project Sales Anaysis Customer Retention Dashboard in Tableau Power BI Build Portfolio Resume LinkedIn Github

Transcript

This is exactly how I would learn SQL and Python for free in 2026 if I had to start all over again. First thing you need to do is start with SQL. It is the number one skill for any data role. Data analyst, data scientist, data engineer, you need to know SQL. SQLZoo and Mode Analytics have free interactive lessons that teach you how to actually think in SQL. Spend about 30 minutes a day on real data set from Kaggle and then focus on select, join, group by and window functions. This is basically your foundation in SQL. Then move on to Python. My tip here is to focus on the role that you are learning Python for. If you are getting into data analysis, then of course freeCodeCamp and Codecademy are great starting points. I would suggest focusing on Python Pandas library for cleaning data and basic visuals and data analysis and data manipulation. This is basically all you need. After learning both language, you will use AI to practice. Give yourself basically a challenge, do it yourself first, then ask AI to review it and figure out what you are getting wrong. Once you have the basics down, then build three projects. A product sales analysis, a customer retention analysis and a dashboard in Tableau or Power BI. Basically you are going to build a portfolio that helps you stand out in the job market. You are going to add it to your resume, your LinkedIn, your Github and of course you already knew all of this because you follow me. Let me know what I should cover in the next video.