A Data Analysis course should offer more than just the technical aspects of the field and provide practical approaches to career-related skills. H2K Infosys will aid the learner in such skills as resume creation, interview practice, and development of communication skills, portfolio creation, and practice excelling in the presentation of data. Mentorship can help a learner gain an understanding of what certain roles will be expecting and help the learner develop the confidence to apply to these occupations. The technical aspects can be married with case studies and real-world situations to help beginner Data Analysts learn how to apply technical skills to real world situations. H2K Infosys has many resources that make a potential data analytics career a more tangible pathway and makes learners more prepared to transition from training to data analyst jobs.