Key Takeaways The transition requires upskilling in Python, statistics, and machine learning.Practical experience with ...

“Applied Data Science Specialization,” another course by IBM, fast tracks data science beginners towards skills with real-life applications. Python skills for data analysis and visualisation ...

Data analysis, visualization, and storytelling are essential skills that shape modern business decisions.Strong communication ...

And if data science is your goal, you’ll get hands-on with NumPy and Pandas, essential for machine learning and data analysis roles. Practical skills with hands-on experience ...

That’s not to say tools don’t matter; today’s data analyst absolutely needs to be able to use at least a few of the most common tools such as Excel, SQL, Tableau, Power BI, R or Python.

If you want your role as data analyst to be broader and to have more impact, you need to gain a solid understanding of how the business works. Look beyond KPIs and last month’s top 10 selling items.

What skills do I need as a data analyst? In addition to the specialized hard skills you need to qualify for data analyst jobs, you need to hone people or "soft" skills.