Computational Thinking for K-12 Educators: Variables and Nested Loops from Coursera

How can students learn about abstraction by creating a movie scene? Or make an interactive map using lists? You'll learn (and do it yourself) in this course!

This class teaches the concepts of abstraction (methods and parameters) and lists. For each concept, we'll start by helping you connect real-world experiences you are already familiar with to the programming concept you are about to learn. Next, through a cognitively scaffolded process we'll engage you in developing your fluency with problem solving with abstraction and lists in a way that keeps frustration at a minimum.

Along the way you will learn about the common challenges or "bugs" students have with these concepts as well as ways to help them find and fix those concepts. You'll also be guided in running classroom discussions to help students develop deeper understanding of these concepts.

Finally, you'll learn about the importance and logistics of assigning creative, student-designed programming projects.

Additionally, you will create a personal plan for increasing your skills in supporting a culturally responsive learning environment in your classroom.

What's inside

Syllabus

Welcome!

Meet Dr. Simon and fellow learners in this class! Find out what you’ll be doing and learning.

Nested Repeats

How can we simplify instructions further with repeats? How do you dance the chicken dance? We’ll cover these questions and more in this module! Learn how nested repeats work by making dance instructions, solving programming puzzles, and creating a program. Prepare for class discussions around challenging questions about nested repeats.

More Nested Repeats & Events

Be prepared for teaching nested repeats with code.org’s Bee and Zombie programming challenges, and get ready to learn about events! Find out how to grab your students’ attention with events, and practice your understanding by imagining: what if you could control someone with a game controller? Learn more about events by playing with programming puzzles and creating your own program.

More Events & Variables

In this module, we’ll explore how events are taught in the classroom and go through another code.org challenge: this time, we’re creating the game of Bounce (or Pong), which is just like air hockey! We’ll also introduce how variables are placeholders for data by displaying them as a real-world placeholders: envelopes. Work on getting comfortable with variables in a variety of programming puzzles.

More Variables

After working through some tricky examples of changing variables, we’re ready to bring variables to your classroom! First, we’ll cover a more thorough lesson plan for the “variables as envelopes” metaphor. Then, we’ll head back to the code.org Artist environment to show the true power of variables and how much they can affect our drawings!

Equity & Pedagogy

We take a break from programming concepts to ensure that your classroom environment encourages a healthy learning environment. Learn how to make fun assignments a little more approachable by using Parsons’ problems, and explore how you can make your computer lab a respectful and supportive environment for all, especially students that might be underrepresented.

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Taught by Dr. Simon, who has a proven track record of working in Computer Science Education

Develops programming concepts through real-world applications, making the learning process more relatable and engaging

Focuses on supporting and developing skills in abstraction and list manipulation, providing a solid foundation in programming fundamentals

Provides educators with practical strategies and techniques for teaching programming concepts effectively, catering to diverse learning styles

Includes discussions on promoting equity and inclusivity in the learning environment, ensuring that all learners feel supported

Encourages creative and student-led projects, fostering problem-solving abilities and promoting self-directed learning

Reviews summary

Functional for some learners

According to learners, this program can be useful for those who already have experience with computational thinking. However, several reviews mention that mistakes in the course materials make it difficult for some to complete assignments. More experienced learners say they encounter few issues despite these mistakes. Yet, some reviewers mention that they have reached out to instructors about the mistakes with no response.

Career center

Learners who complete Computational Thinking for K-12 Educators: Variables and Nested Loops will develop knowledge and skills that may be useful to these careers:

Software Engineer

Abstraction and lists are fundamental concepts in software engineering. This course would help someone wanting to become a Software Engineer with the theoretical background needed to apply these two concepts in practice, making them a stronger candidate for roles in the field as well as providing them with necessary knowledge for the field.

See salaries and explore the career path for Software Engineer

Data Scientist

Abstraction is used by Data Scientists to simplify complex data structures and datasets. Lists are also a common data structure used by Data Scientists to organize and store data. This course would help someone wanting to become a Data Scientist understand the theoretical basis for abstraction and lists, as well as providing them with practical experience using them.

See salaries and explore the career path for Data Scientist

Web Developer

Abstraction is an essential skill for Web Developers when creating modular and reusable code. Lists are a key data structure that is used in web development for a variety of purposes, such as storing user input or displaying data on a web page. This course would help someone who wants to become a Web Developer build a strong foundation in abstraction and lists, which are essential skills in the field.

See salaries and explore the career path for Web Developer

Mobile App Developer

Abstraction is an essential skill for Mobile App Developers when creating modular and reusable code. Lists are a key data structure that is used in mobile app development for a variety of purposes, such as storing user data or displaying data in a user interface. This course would help someone who wants to become a Mobile App Developer build a strong foundation in abstraction and lists, which are essential skills in the field.

See salaries and explore the career path for Mobile App Developer

Robotics Engineer

Abstraction is a critical skill for Robotics Engineers when designing and programming robots. Lists are also a key data structure that is used in robotics for a variety of purposes, such as storing sensor data or controlling robot movement. This course would help someone who wants to become a Robotics Engineer build a strong foundation in abstraction and lists, which are essential skills in the field.

See salaries and explore the career path for Robotics Engineer

Network Administrator

Abstraction is a critical skill for Network Administrators when designing and managing computer networks. Lists are also a key data structure that is used in network administration for a variety of purposes, such as storing network configuration data or representing network topologies. This course may be useful for someone who wants to become a Network Administrator, as it would help them build a foundation in abstraction and lists.

See salaries and explore the career path for Network Administrator

Computer Scientist

Abstraction is a critical skill for Computer Scientists when designing and developing computer programs. Lists are also a key data structure that is used in computer science for a variety of purposes, such as storing data or representing algorithms. This course may be useful for someone who wants to become a Computer Scientist, as it would help them build a foundation in abstraction and lists.

See salaries and explore the career path for Computer Scientist

IT Project Manager

Abstraction is a critical skill for IT Project Managers when planning and managing IT projects. Lists are also a key data structure that is used in IT project management for a variety of purposes, such as tracking project tasks or representing project dependencies. This course may be useful for someone who wants to become an IT Project Manager, as it would help them build a foundation in abstraction and lists.

See salaries and explore the career path for IT Project Manager

Software Architect

Abstraction is a critical skill for Software Architects when designing and developing software systems. Lists are also a key data structure that is used in software architecture for a variety of purposes, such as representing system components or defining system interfaces. This course may be useful for someone who wants to become a Software Architect, as it would help them build a foundation in abstraction and lists.

See salaries and explore the career path for Software Architect

Systems Engineer

Abstraction is a critical skill for Systems Engineers when designing and implementing complex systems. Lists are also a key data structure that is used in systems engineering for a variety of purposes, such as representing system requirements or tracking system components. This course may be useful for someone who wants to become a Systems Engineer, as it would help them build a foundation in abstraction and lists.

See salaries and explore the career path for Systems Engineer

Database Administrator

Abstraction is a critical skill for Database Administrators when designing and managing databases. Lists are also a key data structure that is used in databases for a variety of purposes, such as storing data or representing relationships between data. This course may be useful for someone who wants to become a Database Administrator, as it would help them build a foundation in abstraction and lists.

See salaries and explore the career path for Database Administrator

Artificial Intelligence Engineer

Abstraction is a critical skill for Artificial Intelligence Engineers when designing and developing AI systems. Lists are also a key data structure that is used in AI for a variety of purposes, such as storing training data or representing knowledge graphs. This course may be useful for someone who wants to become an Artificial Intelligence Engineer, as it would help them build a foundation in abstraction and lists.

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Webmaster

Abstraction is a critical skill for Webmasters when designing and developing websites. Lists are also a key data structure that is used in web development for a variety of purposes, such as storing website content or representing website navigation. This course may be useful for someone who wants to become a Webmaster, as it would help them build a foundation in abstraction and lists.

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Computer Systems Analyst

Abstraction is a critical skill for Computer Systems Analysts when designing and implementing computer systems. Lists are also a key data structure that is used in computer systems for a variety of purposes, such as storing system logs or representing network topologies. This course may be useful for someone who wants to become a Computer Systems Analyst, as it would help them build a foundation in abstraction and lists.

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Information Systems Manager

Abstraction is a critical skill for Information Systems Managers when designing and implementing information systems. Lists are also a key data structure that is used in information systems for a variety of purposes, such as storing data or representing business processes. This course may be useful for someone who wants to become an Information Systems Manager, as it would help them build a foundation in abstraction and lists.

See salaries and explore the career path for Information Systems Manager