You don’t need to pay $10,000 to learn data analytics

The best ones are often free.

Here are the free resources I recommend that have proven effective:

𝐒𝐐𝐋 & 𝐃𝐚𝐭𝐚𝐛𝐚𝐬𝐞𝐬
↳ Mode SQL Tutorial (interactive): https://lnkd.in/ddy6tUJW
↳ SQLBolt (beginner-friendly): https://sqlbolt.com
↳ W3Schools SQL: https://lnkd.in/e6scAPms

𝐄𝐱𝐜𝐞𝐥 𝐟𝐨𝐫 𝐃𝐚𝐭𝐚 𝐀𝐧𝐚𝐥𝐲𝐬𝐢𝐬
↳ Chandoo's Free 14-Week Course: https://lnkd.in/d2zVWHU5
↳ ExcelIsFun YouTube Channel: https://lnkd.in/dCz7V2Xm

𝐏𝐲𝐭𝐡𝐨𝐧 𝐟𝐨𝐫 𝐃𝐚𝐭𝐚 𝐀𝐧𝐚𝐥𝐲𝐬𝐢𝐬
↳ freeCodeCamp (free certificate): https://lnkd.in/drMQePcp
↳ Kaggle Learn: https://lnkd.in/dAQdczQ9

𝐃𝐚𝐭𝐚 𝐕𝐢𝐬𝐮𝐚𝐥𝐢𝐳𝐚𝐭𝐢𝐨𝐧
↳ Tableau Public (free): https://lnkd.in/dPj-V6gC
↳ Looker Studio (free): https://lnkd.in/dZj4tc7Z

𝐂𝐨𝐦𝐩𝐥𝐞𝐭𝐞 𝐏𝐫𝐨𝐠𝐫𝐚𝐦𝐬 (𝐀𝐮𝐝𝐢𝐭 𝐅𝐫𝐞𝐞)
↳ Google Data Analytics Certificate: https://lnkd.in/diTs5J-e
↳ IBM Data Analyst: https://lnkd.in/dvN9AWDN
↳ HubSpot Business Analytics (100% free + certificate): https://lnkd.in/d5RW6KBK

𝐘𝐨𝐮𝐓𝐮𝐛𝐞 𝐂𝐡𝐚𝐧𝐧𝐞𝐥𝐬 𝐈 𝐑𝐞𝐜𝐨𝐦𝐦𝐞𝐧𝐝
↳ Alex The Analyst: https://lnkd.in/dDt2HRMx
↳ Codebasics: https://lnkd.in/de8dg4v8
↳ Luke Barousse: https://lnkd.in/dDm_2GAF
↳ Data with Baraa: https://lnkd.in/dPRB2hAV

𝐏𝐫𝐚𝐜𝐭𝐢𝐜𝐞 𝐰𝐢𝐭𝐡 𝐑𝐞𝐚𝐥 𝐃𝐚𝐭𝐚
↳ Kaggle Datasets: https://lnkd.in/ee9wkuxr
↳ Google Dataset Search: https://lnkd.in/ezaHtmxs

𝐏𝐫𝐨 𝐭𝐢𝐩: Start with SQL + Excel → Add Python → Then visualization tools.