Data Science

​All-Gender Course;
​Prerequisite - Successful completion of a computer science course and a statistics course or permission from the administration;
​Fall semester or Full-year course
The study of data science is the intersection of computer programming and mathematics, and it is the tool that can be used to solve many modern world problems.  Data scientists are behind everything from artificial intelligence at Google, to the time and place a hurricane will make landfall, to deployment logistics in the US military, to player selection on sports teams, to the algorithm that determines whether your application will get read at your college of choice.  In this course, students will gain insight into data collection, manipulation, and analytics and develop skills in computer science, information technology, and statistics.  They will use the Python programming language and statistical concepts such as probability, inference, and modeling to solve real world case study questions and learn how data can drive decision-making in any industry.  This is considered an advanced math course in our sequence.  

Course Approval

One Schoolhouse is fully accredited with the Middle States Association of Colleges and Schools and the Western Association of Schools and Colleges through December 1, 2025; we are an approved online publisher for the University of California. 

Teachers at One Schoolhouse

​Teachers at One Schoolhouse are passionate about helping students flourish and thrive.
​With small sections (averaging 15 students), teachers inspire, encourage, and instill confidence in their students.
One Schoolhouse teachers are experts in their subject field. 94% of our teachers hold an advanced degree.
​Teachers are drawn from top independent schools across the country and participate in our extensive training on current research and best practices in online instruction methods.

What Happens In The Second Semester?

Students wishing to pursue a data science project may enroll in the course for the full year. For students continuing into Semester II, the course shifts into personalized, project-based work, where students engage in deep, sustained inquiry, authentic and iterative research, critical analysis, and rigorous reflection, revision, and assessment as they journey through a self-designed, long-term activism, design, or research project on the topic of their choosing. Guided by a One Schoolhouse teacher, students pursue individual study/self-assessment or collaborative seminar/peer-review. Pathway options from which students choose include:​
  • Spring Activism Seminar: In this seminar, students identify a need and create a plan to effect economic, environmental, political, or social change in a target community. Utilizing a social science approach to research and evaluation, students are guided through the process of planning the deployment of a novel idea and identifying markers of success. Students may create a strategic plan for a club or non-profit or design an artistic product in this seminar. 
  • Spring Design Seminar: In this seminar, students design a technological solution to a real-world problem. Through the engineering design process/scientific method, students gather and analyze data to determine the effectiveness of their model or the accuracy of their hypothesis. Students may prototype and produce a public product in this seminar. 
  • Spring Research Seminar: In this seminar, students answer a theoretical or ethical question. Utilizing the social science/humanities tools for source evaluation, students collect, critique, and evaluate artifacts or primary source documents to explore their thesis. Students may create a written or multimedia product in this seminar. 
​Upon completion of their inquiry-driven project, students will have gained academic maturity and expanded their ability to engage in a diverse and changing world. They will be able to draw and defend conclusions from theoretical underpinnings, contextual background, and mathematical analysis or source evaluation. Finally, they will have created and tested something useful of their own design or will be able to defend a position based on their own research.

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