IBM Data Analysis with Python

Data wrangling, analysis and visualization with NumPy, pandas and Matplotlib.

The IBM Data Analysis with Python program is delivered through Etrain India's official courseware partnership. It blends structured video-based e-learning, hands-on practice tasks and full-length practice tests, all aligned with the published IBM exam objectives. By the time you complete the program, you will have built both the conceptual understanding and the muscle memory required to pass the official certification exam confidently on your first attempt.

The official skills outline tested by the exam covers Data wrangling with pandas, Exploratory data analysis, Statistical analysis, Data visualisation, Building analytics dashboards. The bundled courseware walks you through each of these domains hands-on, with worked examples and lab tasks before the practice tests.

This certification is ideal for Working professionals upgrading from Excel/SQL to Python-based analytics. Holding IBM Data Analysis with Python signals to employers, peers and clients that your skills meet a recognised global standard and prepares you for roles such as Data Analyst, Business Analyst, Reporting Analyst.

Your enrolment includes lifetime access to the courseware, official practice tests, an exam-readiness assessment, and end-to-end support from Etrain India for booking and scheduling your official exam slot. On clearing the exam you receive a vendor-issued digital badge and certificate that can be shared on LinkedIn, your CV and any professional profile.