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Preview of Data Science with Python - Unit

Data Science with Python - Unit

Created by
CodeVA
This lesson sequence offers students and teachers a way to develop data science skills using the Python programming language. Through a mix of “plugged” and “unplugged” activities, students engaging with the lessons in this sequence will learn about different types of data, create and evaluate data visualizations, and identify patterns in data sets using descriptive statistics, modeling, and other techniques. At the end of the sequence, students generate an original research question based on th
Preview of Python Data-Viz Crash Kit (HS) | CSV → Plot → Trendline → Insight

Python Data-Viz Crash Kit (HS) | CSV → Plot → Trendline → Insight

Students load a CSV, build scatter/line/bar charts with pandas + matplotlib, add a trendline and correlation, and write a 3-sentence CER insight— no installs when run in Google Colab. Includes mini-labs for Sports, Environment, School Survey, and Study Hours with starter code, virtual datasets, and answer keys. Standards: CSTA 3B-AP-10/14; CCSS HS-S.ID. Python-Data-Viz-Crash-Kit (1) What’s Included Teacher + Student Editions with step-by-step code cells and cheat sheets (load CS
Preview of Translation Code

Translation Code

Created by
Kristin Flaming
As part of our NSF-funded passion-driven statistics project, we have just started to share more widely our “translation code” aimed at supporting folks in learning code-based software and in moving more easily between them. The pdf includes all of the basic syntax for managing, displaying and analyzing data, translated across SAS, R, Python, Stata and SPSS. http://bit.ly/PDSTranslationCode. For more information about our warm and welcoming data-driven curriculum, check out https://passiondrive
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