What are the best data analytics tools for beginners?

For beginners entering data analytics, it’s best to start with tools that are easy to learn and widely used in the industry. Microsoft Excel is a great foundation for data cleaning and basic analysis. SQL is essential for querying databases and understanding structured data. Python, especially with libraries like Pandas and Matplotlib, helps automate analysis and build insights. Visualisation tools like Power BI or Tableau make it easier to present findings clearly. Many learners build these skills through Data analyst online classes that combine hands-on practice with real-world datasets. Structured learning paths from platforms like H2K Infosys can help beginners gain confidence and job-ready skills.