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Data Science & AI is aligned to the CSTA 9-10 and 11-12 Computer Science Standards. The course provides opportunities for high school students to build advanced programming and data analysis skills using Python. Students deepen their understanding of algorithms, data structures, object-oriented programming, and responsible computing, while exploring real-world applications of data science and artificial intelligence.
Provides pacing suggestions, key vocabulary, discussion prompts, and differentiation tips to support student choice while ensuring alignment with learning goals.
These student-facing slides walk students through each phase of the project and include embedded prompts, key concepts, and workbook activities.
Helps teachers support students, model expectations, demonstrate creative possibilities and accurate use of the code.
Supports debugging during instruction and offers a reference point for students building their own projects.
Aligned to the project's learning objectives and includes grading criteria for creativity, collaboration, and technical proficiency.
Students use workbooks (print or digital) to record their project ideas, explain their coding choices, and reflect on what they've learned.
