A good Data Analytics course should have learners gain fundamental skills from a starting point to a place where they can perform their first data job, as exemplified by H2K Infosys. A Data Analytics program can be structured to teach foundation level skills in data and Excel before pivoting into advanced level skills in SQL, statistics, and data cleaning and visualization with tools such as Power BI and Python. Real-world problems help build a case and understand what businesses really use data for and how they use it for making business decisions. With a strong support structure of instructors, interactive practical assignments, and portfolio building activities, learners should have no problem feeling confident to work with real business datasets and deliver business solutions.