WGU C951: Introduction to Artificial Intelligence
C951 surveys AI concepts — agents, machine learning basics, neural networks at a high level — and is assessed through performance assessments, including building a simple chatbot and a robot simulation task. It sits late in the BSCS program.
Fennie is independent and not affiliated with Western Governors University. This is an unofficial study guide.
Build my C951 study planWhat makes it hard
The PAs are more about following requirements than hard AI: students wrestle with the simulation environment setup and with writing responses that hit every rubric item. The folklore is that the tasks are tedious rather than difficult, and rushed write-ups are the main reason submissions come back.
What you'll cover
- • Intelligent agents
- • Machine learning fundamentals
- • Neural network concepts
- • Chatbot design
- • Robotics simulation
- • AI ethics and applications
The C951 study guide
How to study for WGU C951, step by step.
- 1
Read every task rubric before starting anything
C951's PAs are graded line by line against their rubrics. List each requirement as a checkbox first — the tasks are tedious rather than hard, and the checklist is what keeps them short.
- 2
Set up the simulation environment on day one
Environment problems are the most common delay in this course. Get the robot simulation running before you plan anything else, so surprises surface early.
- 3
Build the chatbot to the requirements, nothing more
The rubric asks for specific behaviors, not an impressive bot. Map each required feature to where your implementation satisfies it.
- 4
Ground the concepts you must explain
The write-ups expect you to explain agents, machine learning basics, and neural network concepts in your own words. Make sure you can — rushed explanations are why submissions come back.
- 5
Write to the rubric headings and submit early
Mirror the rubric structure in each write-up and check every line before submitting. Revisions are free, so an early submission costs nothing and buys feedback.
- 6
Run the milestones through Fennie
Upload the C951 task rubrics to Fennie and Daily Plans splits the PAs into setup, build, and write-up milestones on a real calendar, so nothing lands at the deadline. Free to start.
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How Fennie helps with C951
Fennie's Daily Plans split C951's performance assessments into setup, build, and write-up milestones so the simulation environment problems get solved early, not at the deadline. Chat is useful for grounding AI concepts you need to explain in the write-ups — the submissions themselves remain your own work.
FAQ
Is WGU C951 hard?
Not conceptually — students describe the PAs as tedious rather than hard. Environment setup and rubric-complete write-ups are where the time actually goes.
How long does C951 take?
Commonly 2–4 weeks. Starting the simulation setup on day one avoids the most common delay.
Does C951 have an exam?
No — it's assessed by performance assessments (projects with write-ups), not an OA. Read each rubric line before submitting; incomplete write-ups are the usual cause of returns.
Pass C951 with a plan, not a cram
Upload your C951 materials and Fennie generates a Daily Plan paced to your deadline — plus chat, flashcards, and quizzes built from the actual course content.
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