Master Data Analysis & Build a Portfolio of 5 Real-World Data Analytics Projects in Python to Become a Data Analyst
InstructorShan Singh
CouponThe curriculum applies analytics to varied datasets including transportation, cryptocurrency, e-commerce, and public health.
Instruction spans the full lifecycle from data loading via CSV or SQLite to interactive dashboarding with Streamlit.
Some signals indicate that technical functions are not always thoroughly explained and that logic is occasionally presented without sufficient depth. One signal from 2023 suggests these inconsistencies, though the 2026 update label does not prove a correction has been made.
One signal from 2026 suggests the material may not reflect recent industry updates, despite a more recent update label which does not prove a correction.
The curriculum aligns well with the goal of building a data analyst portfolio through practical application.