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Kerri-Leigh Grady
In this 1-hour long project-based course, you will learn how to create deterministic and non-deterministic AIs, package your game for distribution, and incorporate the elements of good game design. Building on the project started in Animation for Game Development Using PyGame, you will consider ways to challenge the player while still entertaining them.
Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.
Register for this course and see more details by visiting:
OpenCourser.com/course/k8lr60/advanced
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Unveils nuances of game design to enhance player engagement and entertainment value
Addresses the needs of students based in the North America region
Projects provide practical application of the concepts learned
Hands-on approach to game development using PyGame
Prepares learners for challenges in game development by considering player experiences
May require additional setup for learners outside the North America region
Suitable for individuals with some background in game development or programming
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Save Advanced Game Development Using PyGame to your list so you can find it easily later:
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Reviews summary
Game making with pygame
This 1-hour long project-based course will teach you how to make games with PyGame. You will begin with deterministic and non-deterministic AIs and build upon the project started in Animation for Game Development Using PyGame. The course is best suited for those living in North America and features detailed explanations of code, interesting topics, and a good set up. However, there could be more commentary about certain classes and functions and it would be helpful to know potential issues that could arise.
Very Well Explained
"Good set up, interesting topic and explanation of some features."
Concepts Well Explained
"The project let's you dive into a game where you learn some good concepts like deterministic and non-deterministic AI."
Not Enough Detail
"Not enough commentaries about certain classes/functions."
Activities
Be better prepared
before
your course. Deepen your understanding
during
and
after
it. Supplement your coursework and achieve mastery of the topics covered
in Advanced Game Development Using PyGame with these
activities:
Attend a local game development meetup
Show steps
Provides opportunities to connect with other game developers and learn about new trends and techniques.
Browse courses on
Game Development
Show steps
-
Find a local game development meetup group.
-
Attend a meetup and introduce yourself to other attendees.
Read 'Game Engine Architecture' by Jason Gregory
Show steps
Provides a comprehensive overview of game engine architecture, which is essential knowledge for developing deterministic and non-deterministic AIs.
View
Game Engine Architecture, Third Edition
on Amazon
Show steps
-
Read chapters 1-3 to understand the fundamentals of game engine architecture.
-
Complete the exercises in chapters 4-6 to practice applying these concepts.
Follow tutorials on game AI and PyGame
Show steps
Provides additional guidance and examples for implementing AI in games.
Show steps
-
Find tutorials that cover the specific AI techniques you want to use.
-
Follow the steps outlined in the tutorials to implement the AI logic in PyGame.
-
Experiment with different AI parameters and strategies to optimize game performance.
Four other activities
Expand to see all activities and additional details
Show all seven activities
Join a study group with other students in the course
Show steps
Provides a supportive environment for discussing course material, sharing ideas, and troubleshooting issues.
Show steps
-
Find other students in the course who are interested in forming a study group.
-
Meet regularly to discuss course topics, solve problems, and prepare for assessments.
Start a small AI-based game project
Show steps
Provides hands-on experience in implementing AI algorithms and game design principles.
Browse courses on
AI Development
Show steps
-
Choose a simple game idea that involves AI, such as a tic-tac-toe or checkers game.
-
Create a game design document that outlines the rules, mechanics, and AI logic.
-
Implement the game logic and AI algorithms using PyGame.
Create a video tutorial on AI for beginners
Show steps
Develops a deeper understanding of AI concepts by explaining them to others.
Browse courses on
AI Development
Show steps
-
Choose a specific AI topic to focus on, such as supervised learning or pathfinding.
-
Write a script that outlines the key points you want to cover.
-
Record a video of yourself explaining the topic and demonstrating examples.
Create a portfolio of AI-powered games
Show steps
Demonstrates proficiency in AI and game development by creating a tangible portfolio of projects.
Browse courses on
AI Development
Show steps
-
Develop a variety of AI-powered games, showcasing different techniques and genres.
-
Document the development process, including design decisions, code snippets, and project demos.
Attend a local game development meetup
Show steps
Provides opportunities to connect with other game developers and learn about new trends and techniques.
Browse courses on
Game Development
Show steps
Show steps
Show steps
- Find a local game development meetup group.
- Attend a meetup and introduce yourself to other attendees.
Read 'Game Engine Architecture' by Jason Gregory
Show steps
Provides a comprehensive overview of game engine architecture, which is essential knowledge for developing deterministic and non-deterministic AIs.
View
Game Engine Architecture, Third Edition
on Amazon
Show steps
Show steps
Show steps
- Read chapters 1-3 to understand the fundamentals of game engine architecture.
- Complete the exercises in chapters 4-6 to practice applying these concepts.
Follow tutorials on game AI and PyGame
Show steps
Provides additional guidance and examples for implementing AI in games.
Show steps
Show steps
Show steps
- Find tutorials that cover the specific AI techniques you want to use.
- Follow the steps outlined in the tutorials to implement the AI logic in PyGame.
- Experiment with different AI parameters and strategies to optimize game performance.
Four other activities
Expand to see all activities and additional details
Show all seven activities
Join a study group with other students in the course
Show steps
Provides a supportive environment for discussing course material, sharing ideas, and troubleshooting issues.
Show steps
Show steps
Show steps
- Find other students in the course who are interested in forming a study group.
- Meet regularly to discuss course topics, solve problems, and prepare for assessments.
Start a small AI-based game project
Show steps
Provides hands-on experience in implementing AI algorithms and game design principles.
Browse courses on
AI Development
Show steps
Show steps
Show steps
- Choose a simple game idea that involves AI, such as a tic-tac-toe or checkers game.
- Create a game design document that outlines the rules, mechanics, and AI logic.
- Implement the game logic and AI algorithms using PyGame.
Create a video tutorial on AI for beginners
Show steps
Develops a deeper understanding of AI concepts by explaining them to others.
Browse courses on
AI Development
Show steps
Show steps
Show steps
- Choose a specific AI topic to focus on, such as supervised learning or pathfinding.
- Write a script that outlines the key points you want to cover.
- Record a video of yourself explaining the topic and demonstrating examples.
Create a portfolio of AI-powered games
Show steps
Demonstrates proficiency in AI and game development by creating a tangible portfolio of projects.
Browse courses on
AI Development
Show steps
Show steps
Show steps
- Develop a variety of AI-powered games, showcasing different techniques and genres.
- Document the development process, including design decisions, code snippets, and project demos.
Career center
Learners who complete Advanced Game Development Using PyGame will develop knowledge and skills
that may be useful to these careers:
Game Developer
Game Developer
Game Developers make video games. They work on every aspect of video games, including programming, graphics, and level design. This course would be especially helpful to those interested in the programming side of games. The course teaches how to create AI for games, which is a critical skill for Game Developers. Additionally, the course covers how to package a game for distribution, which is essential knowledge for anyone who wants to release their own games.
Software Developer
Software Developer
Software Developers create and maintain computer programs. This course would be especially helpful to those interested in the programming side of software development. The course teaches how to create AI for games, which is a skill that can also be applied to software development. Additionally, the course covers how to package a game for distribution, which is also relevant to software development.
Web Developer
Web Developer
Web Developers create and maintain websites. This course would be especially helpful to those interested in the programming side of web development. The course teaches how to create AI for games, which is a skill that can also be applied to web development. Additionally, the course covers how to package a game for distribution, which is also relevant to web development.
Data Scientist
Data Scientist
Data Scientists collect, analyze, and interpret data. This course would be especially helpful to those interested in the data analysis side of Data Science. The course teaches how to create AI for games, which is a skill that can also be applied to data analysis. Additionally, the course covers how to package a game for distribution, which is also relevant to data analysis.
Salesforce Developer
Salesforce Developer
Salesforce Developers create and maintain Salesforce applications. This course would be especially helpful to those interested in the programming side of Salesforce development. The course teaches how to create AI for games, which is a skill that can also be applied to Salesforce development. Additionally, the course covers how to package a game for distribution, which is also relevant to Salesforce development.
Computer Engineer
Computer Engineer
Computer Engineers research, design, develop, and test computer systems and applications. This course may be helpful to those interested in the hardware side of Computer Engineering. The course teaches how to create AI for games, which is a skill that can also be applied to Computer Engineering. Additionally, the course covers how to package a game for distribution, which is also relevant to Computer Engineering.
Systems Analyst
Systems Analyst
Systems Analysts research, design, and implement computer systems and applications. This course may be helpful to those interested in the systems analysis side of Systems Analysis. The course teaches how to create AI for games, which is a skill that can also be applied to Systems Analysis. Additionally, the course covers how to package a game for distribution, which is also relevant to Systems Analysis.
Business Analyst
Business Analyst
Business Analysts research, analyze, and interpret business data. This course may be helpful to those interested in the data analysis side of Business Analysis. The course teaches how to create AI for games, which is a skill that can also be applied to Business Analysis. Additionally, the course covers how to package a game for distribution, which is also relevant to Business Analysis.
IT Manager
IT Manager
IT Managers plan, direct, and coordinate the activities of an organization's IT department. This course may be helpful to those interested in the management side of IT management. The course teaches how to create AI for games, which is a skill that can also be applied to IT Management. Additionally, the course covers how to package a game for distribution, which is also relevant to IT Management.
Technical Writer
Technical Writer
Technical Writers create and maintain technical documentation. This course may be helpful to those interested in the writing side of Technical Writing. The course teaches how to create AI for games, which is a skill that can also be applied to Technical Writing. Additionally, the course covers how to package a game for distribution, which is also relevant to Technical Writing.
Marketing Manager
Marketing Manager
Marketing Managers plan, direct, and coordinate the marketing activities of an organization. This course may be helpful to those interested in the marketing side of Marketing Management. The course teaches how to create AI for games, which is a skill that can also be applied to Marketing Management. Additionally, the course covers how to package a game for distribution, which is also relevant to Marketing Management.
Product Manager
Product Manager
Product Managers plan, develop, and market new products. This course may be helpful to those interested in the product management side of Product Management. The course teaches how to create AI for games, which is a skill that can also be applied to Product Management. Additionally, the course covers how to package a game for distribution, which is also relevant to Product Management.
Scrum Master
Scrum Master
Scrum Masters facilitate Scrum teams and help them to achieve their goals. This course may be helpful to those interested in the management side of Scrum Mastery. The course teaches how to create AI for games, which is a skill that can also be applied to Scrum Mastery. Additionally, the course covers how to package a game for distribution, which is also relevant to Scrum Mastery.
UX Designer
UX Designer
UX Designers research, design, and test user interfaces. This course may be helpful to those interested in the design side of UX Design. The course teaches how to create AI for games, which is a skill that can also be applied to UX Design. Additionally, the course covers how to package a game for distribution, which is also relevant to UX Design.
Quality Assurance Analyst
Quality Assurance Analyst
Quality Assurance Analysts test software to ensure that it meets quality standards. This course may be helpful to those interested in the testing side of Quality Assurance. The course teaches how to create AI for games, which is a skill that can also be applied to Quality Assurance. Additionally, the course covers how to package a game for distribution, which is also relevant to Quality Assurance.
For more career information including salaries, visit:
OpenCourser.com/course/k8lr60/advanced
Reading list
We've selected 14 books
that we think will supplement your
learning. Use these to
develop background knowledge, enrich your coursework, and gain a
deeper understanding of the topics covered in
Advanced Game Development Using PyGame.
Provides a comprehensive overview of AI techniques used in game development, including deterministic and non-deterministic AI. It valuable reference for anyone interested in creating AI systems for games.
Provides a comprehensive overview of 3D game engine design, covering topics such as graphics rendering, physics simulation, and AI. It valuable resource for anyone interested in learning how to create AAA-quality games.
Provides a hands-on guide to creating games using Python and Pygame. It covers topics such as game design, programming, and graphics. It valuable resource for anyone interested in learning how to create games using Python.
Save
Provides a comprehensive guide to video game design, covering topics such as game mechanics, level design, and storytelling. It valuable resource for anyone interested in learning how to create great video games.
Provides a practical guide to programming AI for games, using a variety of real-world examples. It covers topics such as pathfinding, decision-making, and machine learning.
Provides a systems engineering approach to game engine design, covering topics such as software architecture, design patterns, and performance optimization. It valuable resource for anyone interested in designing high-performance game engines.
Provides a philosophical look at game design, covering topics such as the nature of play, the role of emotions in games, and the ethics of game design. It valuable resource for anyone interested in understanding the deeper meanings of games.
Provides a collection of design patterns for game programming. It covers topics such as object-oriented programming, data structures, and algorithms. It valuable resource for anyone interested in learning how to write clean and efficient game code.
Save
Offers a practical guide to game design, with a focus on creating innovative and engaging games. It covers topics such as game mechanics, level design, and player experience.
Save
Collection of essays by game designers on a variety of topics, including game mechanics, level design, and player experience. It valuable resource for anyone interested in learning from the experiences of successful game designers.
Provides a practical guide to developing a rigid body physics engine from scratch. It covers topics such as collision detection, force calculation, and integration.
Provides a comprehensive introduction to game programming, covering essential concepts such as game engines, physics, graphics, and AI. It valuable resource for anyone interested in learning the basics of game development.
Provides an overview of the game development industry, including topics such as game design, production, and marketing. It valuable resource for anyone interested in getting started in the game industry.
Provides an in-depth look at the architecture of game engines, including topics such as rendering, physics, and AI. It valuable reference for anyone interested in understanding how game engines work.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/k8lr60/advanced
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Time
90 hours
Via
Coursera
Institution
Coursera Project Network
Instructor
Kerri-Leigh Grady
Good to know
Unveils nuances of game design to enhance player engagement and entertainment value
Addresses the needs of students based in the North America region
Projects provide practical application of the concepts learned
Hands-on approach to game development using PyGame
Prepares learners for challenges in game development by considering player experiences
May require additional setup for learners outside the North America region
Suitable for individuals with some background in game development or programming
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