How Fast Can Beginners Learn Data Analytics Tools?

In my experience, beginners can usually get comfortable with the main data analytics tools in about three to six months, as long as they practice regularly. Excel and SQL tend to be the easiest starting points, and once those make sense, moving on to Python and Tableau feels a lot less intimidating. What I like about H2K Infosys is that the training is laid out in a very practical way. You’re not just watching videos and hoping it clicks. You work on real projects, which honestly makes a big difference when you're trying to understand how these tools are used on the job. A Data analyst certification online is also a smart addition to your resume and can help you feel more prepared when it’s time to interview.