Lesson 1: Introduction to Data Science & Big Data Lifecycle
Use the lesson materials below in the order your teacher assigns.
Direct instruction on the data science lifecycle (Collect, Clean, Analyze, Visualize, Model). Interactive lecture on structured vs. unstructured data. Case study: how transit systems use data to optimize routes.
Learning materials
Key Terms — Introduction to Data Science & Big Data Lifecycle
Student Handout — Introduction to Data Science & Big Data Lifecycle
Discuss and submit in Google Classroom
Use this site to read, watch, and get shared learning materials. Keep completed work, questions, and comments in your class on Google Classroom.
Open Google ClassroomChoose your class and the assignment named by your teacher.
KDE student outcomes
Unit-level context for this lesson · Course 110201
View aligned outcomes (4)
- #3 Design and develop programs using operators and assignments.
- #6 Design and develop programs that use simple data structures.
- #9 Design and develop programs that implement file processing.
- #13 Evaluate and critique the effectiveness and efficiency of code written.
Alignment from Master Lesson Plans v3.5. These are instructional targets; completing a resource does not by itself establish mastery.