New Math Offering
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2022 - 2023
Explorations of
Data Science
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Why enroll in
Data Science?
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“Some students will need Calculus, but EVERY student will need Data Science.” - Professor Robert Gould, UCLA Department Chair of Mathematics
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Student Eligibility
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Which route will you take?
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This course is designed for students who have completed Algebra 1 and Geometry.
The ideal student is one who wants a rigorous alternative to Algebra 2 as this course has the same A-G college designation as Algebra 2.
Additionally, any student who has completed Algebra 2 or beyond and would like a non-AP mathematics class that is more appropriate to their future studies would also be a great student for this course.
Lastly, this course can be taken in the same year as other math courses.
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Purpose cont…
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Students will learn and utilize:
Throughout the course, students will develop their explanatory writing skills across multiple platforms, and will develop a portfolio of their data science work that showcases their development as a Data Scientist.
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Student Testimonials
“This is the most interesting course I have taken. A profound analyzation of data feels like deciphering a crime scene for clues.”
“This class brings the side of critical math thinking that I didn’t know I had.”
“This is the first math class I’ve enjoyed!”
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HBHS Data Science Student Interview
“I would describe it as challenging, fun, and creative.”
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Course Structure Semester 1
Course Structure Semester 2
Unit 1: Data Tells a Story
What are variability, data, and models? How can I use data to tell a story? What is data ethics?
Unit 2: The Data of Our Community: Learning from Data Distributions
How can univariate data be described & visualized? How can you tell a story with univariate data?
Unit 3: Water in Your Life: Bivariate Data and Causality vs. Spurious Correlation
What is data and what is it good for? What can you do with data?
Unit 4: Shuffling Songs: Probabilistic Modeling
Do the genres you hear played on shuffle represent the genres of the songs in our playlist?
Unit 5: Skin Tones & Representation: Categorical Data & Intro to Linear Algebra
How can I gather data to analyze skin tone representation in the media and present my findings in a coherent article?
Unit 6: What’s the Best Place for Me? Modeling with Data & Understanding Bias
How can I build a prioritization model that will create a ranking of the best places to live?
Unit 7: Predicting my Preferences: Introduction to Machine Learning
How is machine learning used by music recommender systems to predict song ratings?
Unit 8: Being a Data Scientist
How can I use the full cycle of data science to pose and solve a guiding question that interests me?
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College Majors requiring Data Science/Statistics
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For most college majors, you are likely to be required to take a statistics class. An introduction to statistics course is often a prerequisite to higher level classes.
Statistics is not only necessary for being an informed citizen, but is useful for almost every major and career. ... Improving statistical literacy is one of America's top educational priorities.
Computer programming is important today because so much of our world is automated. Humans need to be able to control the interaction between people and machines. Since computers and machines are able to do things so efficiently and accurately, we use computer programming to harness that computing power.
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Career Opportunities
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