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Starweaver Instructor Partner Network

Theodore Petrou

Transforming Data Science Mastery: From Fundamentals to Advanced Insights with Python and Beyond

Theodore Petrou is the founder of Dunder Data and a leading educator in the fields of data science and machine learning.
Aug 2022
Houston, United States
Data SciencePandas CookbookPythonStatisticsPython ProgrammingMachine LearningData AnalysisCorporate TrainingFinancial AnalyticsPredictive Modeling
Theodore Petrou

    About

    Theodore Petrou is the founder of Dunder Data and a leading educator in the fields of data science and machine learning. With a deep passion for teaching and a strong command of Python programming, he has authored several influential books, including Master Data Analysis with Python, Master Machine Learning with Python, Master the Fundamentals of Python, and the popular Pandas Cookbook. Through Dunder Data, Theodore has delivered customized corporate training to renowned organizations such as Microsoft, NASA, and the Federal Reserve, equipping thousands of professionals with practical, hands-on expertise.

    With a rich background that bridges both industry and academia, Theodore brings a wealth of experience to his teaching. His career has included roles as a Quantitative Developer, Lead Data Scientist, and Credit Risk Professional, where he solved complex problems in predictive modeling, financial analytics, and data strategy. Alongside developing innovative technical solutions, he has devoted much of his career to mentorship and education, fostering a deep and lasting understanding of data science principles.

    Theodore’s teaching extends beyond corporate settings into the broader educational community through live courses and workshops. Known for his clear, engaging style, he breaks down sophisticated concepts in Python and data science to make them accessible and actionable for learners of all levels. His mission is to guide aspiring and experienced professionals alike through the intricacies of data analysis and machine learning with clarity, enthusiasm, and real-world relevance.

    "Transforming Data Science Mastery: From Fundamentals to Advanced Insights with Python and Beyond"

    Theodore Petrou introduction video

    Watch video

    Intro to Theodore's work

    Courses

    Master Data Analysis with Python
    NEW
    intermediate

    Master Data Analysis with Python

    In this course, you will be introduced to the DataFrame and the Series, the two primary containers of data within pandas. You will learn the components of these objects and a few basic operations and also know what subset selection methods you should avoid.

    Theodore Petrou

    Sep 2024
    10h
    Introduction to Jupyter Notebooks
    NEW
    intermediate

    Introduction to Jupyter Notebooks

    This is an introductory course for absolute beginners who want to start with the Jupyter notebook as a tool.

    Theodore Petrou

    Sep 2024
    1h