This certificate confirms that the recipient has successfully completed the **Data Analytics with Python** reskill program at Winc Academy. During this practice-based program, the recipient learned how to work with SQL, Python and data analytics tools to explore, clean, transform, analyze and report on datasets. The recipient completed multiple hands-on assignments and projects, including: - learning the basics of SQL; - setting up a professional coding environment with VSCode, GitHub and Wincpy; - working with Python variables, strings, operations, booleans and operators; - using conditionals, data collections, loops and functions; - understanding the basics of object-oriented programming in Python; - using third-party Python modules; - learning the basics of data analytics; - working with NumPy, Pandas and Matplotlib; - exploring, cleaning and transforming datasets; - grouping data and working with date and time data; - learning the theory behind data analytics and machine learning in business contexts; - completing the Shark Attack dataset assignment; - completing a final analytics report based on CO2 emissions data; - applying AI tools to support work productivity. By completing these assignments and projects, the recipient demonstrated the ability to work with SQL and Python, prepare and analyze datasets, use data analytics tools and present findings in a structured analytics report.