Advanced AI Tool Mastery
Designed for professionals who already use AI and want to apply advanced tools, workflows, and automation with greater reliability. By the end, learners will be able to select the right AI tools, design sophisticated prompts and workflows, work with multimodal and data-driven systems, build lightweight automations and agents, and evaluate results safely.
Course Objectives
- Design multi-step AI workflows that combine models, tools, data, and human review.
- Select AI tools and model configurations against capability, cost, privacy, and reliability requirements.
- Create reusable prompts, structured outputs, and evaluation methods for dependable results.
- Automate operational tasks with appropriate safeguards, monitoring, and escalation paths.
- Analyze AI outputs for quality, bias, security, and business relevance.
- Develop and defend an implementation plan for an advanced AI-enabled workflow.
12 sections · 81 lessons · 7h 57m
5,000.00 LE
5000.0
EGP
5,000.00 LE
| Responsible | Rehaf Foula |
|---|---|
| Last Update | 10/18/2026 |
| Completion Time | 8 hours 6 minutes |
| Members | 1 |
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1. Advanced AI Landscape1Lessons · 6 min
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1.1 WelcomeNew
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2. Tool Selection Strategy3Lessons · 18 min
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2.1 Define the Use CaseNew
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2.2 Compare Tool CapabilitiesNew
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2.3 Tool Selection CheckNew
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3. Prompt Systems6Lessons · 36 min
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3.1 Engineer Reusable InstructionsNew
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3.2 Control Context WindowsNew
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3.3 Generate Structured OutputsNew
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3.4 Use Examples StrategicallyNew
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3.5 Prompt System BuildNew
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3.6 Prompt Quality CheckNew
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4. Workflow Orchestration10Lessons · 1 hr
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4.1 Model the AI WorkflowNew
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4.2 Sequence Tool CallsNew
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4.3 Route Tasks by CapabilityNew
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4.4 Manage State and MemoryNew
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4.5 Design Human HandoffsNew
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4.6 Handle Workflow FailuresNew
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4.7 Orchestration BlueprintNew
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4.8 Test the WorkflowNew
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4.9 Optimize Workflow CostsNew
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4.10 Orchestration ReviewNew
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5. AI Research Systems10Lessons · 1 hr
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5.1 Frame Complex ResearchNew
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5.2 Search Across SourcesNew
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5.3 Retrieve Relevant EvidenceNew
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5.4 Verify AI CitationsNew
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5.5 Synthesize Conflicting FindingsNew
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5.6 Build a Research BriefNew
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5.7 Use Multimodal EvidenceNew
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5.8 Protect Research IntegrityNew
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5.9 Research System BuildNew
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5.10 Research Reliability CheckNew
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6. Generative Production6Lessons · 36 min
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6.1 Plan AI-Assisted ProductionNew
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6.2 Direct Text GenerationNew
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6.3 Create Visual AssetsNew
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6.4 Production Workflow CheckNew
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6.5 Edit for Audience FitNew
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6.6 Measure Creative QualityNew
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7. Data and Analysis9Lessons · 54 min
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7.1 Prepare Data for AINew
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7.2 Choose an Analysis MethodNew
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7.3 Explore Data with ModelsNew
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7.4 Build Analytical PromptsNew
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7.5 Interpret Model FindingsNew
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7.6 Check Statistical ReasoningNew
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7.7 Visualize Decision SignalsNew
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7.8 Analytical Decision BriefNew
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7.9 Analysis Reliability CheckNew
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8. Agentic AI Systems10Lessons · 1 hr
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8.1 Understand Agent PatternsNew
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8.2 Define Agent BoundariesNew
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8.3 Connect External ToolsNew
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8.4 Manage Agent MemoryNew
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8.5 Design Agent PlansNew
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8.6 Add Approval GatesNew
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8.7 Evaluate Agent BehaviorNew
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8.8 Recover from Agent ErrorsNew
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8.9 Deploy an Agent PrototypeNew
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8.10 Agent System ReviewNew
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9. Automation and Integration10Lessons · 1 hr
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9.1 Identify Automation LeverageNew
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9.2 Map Existing SystemsNew
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9.3 Design Trigger LogicNew
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9.4 Transform Data Between ToolsNew
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9.5 Automate Repetitive DecisionsNew
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9.6 Add Operational SafeguardsNew
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9.7 Monitor Automated RunsNew
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9.8 Estimate Automation ValueNew
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9.9 Automation Implementation PlanNew
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9.10 Automation Readiness CheckNew
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10. Quality and Reliability9Lessons · 54 min
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10.1 Define Output QualityNew
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10.2 Build Evaluation DatasetsNew
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10.3 Test Prompt VariantsNew
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10.4 Measure Factual AccuracyNew
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10.5 Assess Bias and FairnessNew
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10.6 Run Adversarial TestsNew
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10.7 Monitor Production DriftNew
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10.8 Create a Quality DashboardNew
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10.9 Reliability Improvement PlanNew
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11. Governance and Security6Lessons · 36 min
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11.1 Classify AI RisksNew
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11.2 Protect Sensitive DataNew
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11.3 Defend Against Prompt AttacksNew
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11.4 Assign Human AccountabilityNew
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11.5 Governance Control PlanNew
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11.6 Governance Knowledge CheckNew
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12. Capstone Implementation1Lessons · 6 min
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12.1 Key TakeawaysNew
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