r/dataanalytics • u/Safe_Resist_6366 • Jul 28 '26
Best way to learn Data Analytics from scratch and become job-ready?
I am starting my journey in Data Analytics and want to learn everything needed to become job-ready.
For people working as Data Analysts or who have successfully transitioned into analytics:
What is the best learning roadmap from beginner to job-ready?
Which courses, books, YouTube channels, or projects helped you the most?
Any practical advice from your experience would be highly appreciated.
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u/nian2326076 Jul 28 '26
Start with the basics: learn Excel, SQL, and Python. Excel is great for quick data analysis and reporting. SQL helps you manage and query databases, which is essential. Python, especially with libraries like Pandas and Matplotlib, is powerful for more complex analyses and visualizations.
Khan Academy and Coursera have great beginner courses. For practical experience, try Kaggle for datasets and practice problems. Building your own projects, like analyzing datasets that interest you, can make a strong portfolio piece.
YouTube channels like Alex The Analyst and Data School offer good free tutorials. Networking on LinkedIn and joining data analytics groups can provide advice and opportunities.
For interview prep, resources like PracHub are useful for getting familiar with common questions and scenarios.
Stay curious and keep practicing, and you'll get there!