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Data Science Foundations with Python

Data Science Foundations with Python is the only complete, interactive introduction to algorithms and techniques for Python in data science with built-in industry-standard Jupyter Notebooks.

zyLab Autograder, with Sample Labs for Data Science Foundations: Python

Program auto-grader for Java programming language that can be used standalone or can be integrated with any zyBook. Allows instructors to create labs in minutes with easy to use editor that features simple form-based creation with no scripting required. Supports I/O and unit testing and configurable options include submission limits, metering, and more. Numerous sample labs are available.