Advanced Analytics extends machine learning into full artificial intelligence territory — neural networks, deep learning, and NLP, using industry-standard frameworks.
What D604 covers
The course extends analytics techniques from machine learning to artificial intelligence more broadly, including neural networks, deep learning, and natural language processing, discussing approaches using PyTorch and TensorFlow.
Students learn to apply a combination of techniques to solve complex business challenges, including computer vision and sentiment analysis.
The D604 performance assessment
Expect a performance assessment requiring you to apply a deep learning or NLP technique (using PyTorch or TensorFlow) to solve a specific business challenge, such as sentiment analysis or computer vision.
Key topics in D604
- Neural networks and deep learning
- Natural language processing
- PyTorch and TensorFlow
- Computer vision and sentiment analysis
Writing tips for D604
Follow the task instructions and rubric line by line
WGU performance assessments for D604 are graded against a fixed rubric — every rubric line has to be visibly addressed, usually with a labeled heading that mirrors the rubric language. Skipping a rubric point because it seems minor is the single most common reason a competent submission comes back "Not Yet Competent" for revision.
Show your actual code, queries, and output, not just a description
WGU evaluators are trained to distinguish genuine technical work from a paraphrased summary. Include your actual code, SQL queries, or model output alongside your written analysis — a rubric checking technical competency wants to see the artifact and the reasoning behind it, not just a narrative description.
Because WGU is self-paced, don't let "no deadline pressure" become no submission
There's no weekly due date forcing progress, which means procrastination costs more at WGU than at a traditional term-based school — a stalled task can quietly eat weeks of a term. Treat your own target date for each D604 assessment as a real deadline.
Stuck on your D604 task?
Our writers know WGU's competency-based format and this course's performance assessment. Get an original, properly cited paper matched to your task instructions.
Why students seek help with D604
Students sometimes choose a framework or technique without justifying its fit for the specific business challenge — matching the AI technique and tool to the actual problem matters for the rubric.
How GradeEssays helps with D604
Share your business challenge and rubric, and your writer will build the deep learning/NLP solution using a well-justified technique and framework choice.
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Place Your Order View All ServicesPrerequisites and program context
D604 has no listed additional prerequisites.