Chapter · Speak clearly about AI at work
What AI Actually Is
Separate AI, automation, machine learning, and generative AI.
Practical curriculum · beginner to advanced
What should you learn about AI?
Start with clear mental models and safe everyday use. Then build repeatable workflows. Only after that move into agents, retrieval, evaluation, strategy, and governance.
11 lessons About 3 hours Activities and knowledge checks
How to use this plan
01
Complete levels in order if you are new to AI.
02
Do each activity using a task from your own work.
03
Use the course directory after choosing the skill you need.
AI foundations
Outcome: Use AI confidently and verify its work.
Chapter · Turn vague requests into useful outputs
Prompting That Works
Use context, constraints, examples, and review loops.
Chapter · Know when to trust AI and when to check it
Trust, Risk, and Verification
Handle hallucinations, privacy, bias, and sensitive data.
Applied AI workflows
Outcome: Build reliable workflows for real professional tasks.
Chapter · Build repeatable professional workflows
Role-Based AI Workflows
Apply AI to real work by role, goal, and team context.
Chapter · Use AI to reason over messy information
Documents, Data, and Decisions
Summarize, compare, extract, and validate information.
Chapter · Judge whether an AI workflow is reliable
Tools, Agents, and Evaluation
Understand tool use, agent limits, rubrics, and evaluation.
AI systems and strategy
Outcome: Design, evaluate, and govern deployable AI systems.
Chapter · Understand the system behind the chat box
How Modern AI Systems Work
Tokens, context, embeddings, retrieval, and model limits.
Chapter · Lead or design responsible adoption
AI Strategy and Governance
Prioritize use cases, measure ROI, manage risk, and govern rollout.
Chapter · Design a deployable AI workflow
Capstone Workflow
Combine strategy, implementation, evaluation, and human review.
Turn the index into your plan
Choose your role, goal, experience, learning style, and weekly time. WeeBytes will select and order the most relevant lessons.
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