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Advanced AI Tool Mastery

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

Open the course on Coursebox

5.000,00 LE
5000.0 EGP 5.000,00 LE
5.000,00 LE
Añadir a la cesta
Responsable Rehaf Foula
Última actualización 18/10/2026
Tiempo de finalización 8 horas 6 minutos
Miembros 1
  • 1. Advanced AI Landscape
    1Lecciones · 6 min
    • 1.1 Welcome
      Nuevo
  • 2. Tool Selection Strategy
    3Lecciones · 18 min
    • 2.1 Define the Use Case
      Nuevo
    • 2.2 Compare Tool Capabilities
      Nuevo
    • 2.3 Tool Selection Check
      Nuevo
  • 3. Prompt Systems
    6Lecciones · 36 min
    • 3.1 Engineer Reusable Instructions
      Nuevo
    • 3.2 Control Context Windows
      Nuevo
    • 3.3 Generate Structured Outputs
      Nuevo
    • 3.4 Use Examples Strategically
      Nuevo
    • 3.5 Prompt System Build
      Nuevo
    • 3.6 Prompt Quality Check
      Nuevo
  • 4. Workflow Orchestration
    10Lecciones · 1 h
    • 4.1 Model the AI Workflow
      Nuevo
    • 4.2 Sequence Tool Calls
      Nuevo
    • 4.3 Route Tasks by Capability
      Nuevo
    • 4.4 Manage State and Memory
      Nuevo
    • 4.5 Design Human Handoffs
      Nuevo
    • 4.6 Handle Workflow Failures
      Nuevo
    • 4.7 Orchestration Blueprint
      Nuevo
    • 4.8 Test the Workflow
      Nuevo
    • 4.9 Optimize Workflow Costs
      Nuevo
    • 4.10 Orchestration Review
      Nuevo
  • 5. AI Research Systems
    10Lecciones · 1 h
    • 5.1 Frame Complex Research
      Nuevo
    • 5.2 Search Across Sources
      Nuevo
    • 5.3 Retrieve Relevant Evidence
      Nuevo
    • 5.4 Verify AI Citations
      Nuevo
    • 5.5 Synthesize Conflicting Findings
      Nuevo
    • 5.6 Build a Research Brief
      Nuevo
    • 5.7 Use Multimodal Evidence
      Nuevo
    • 5.8 Protect Research Integrity
      Nuevo
    • 5.9 Research System Build
      Nuevo
    • 5.10 Research Reliability Check
      Nuevo
  • 6. Generative Production
    6Lecciones · 36 min
    • 6.1 Plan AI-Assisted Production
      Nuevo
    • 6.2 Direct Text Generation
      Nuevo
    • 6.3 Create Visual Assets
      Nuevo
    • 6.4 Production Workflow Check
      Nuevo
    • 6.5 Edit for Audience Fit
      Nuevo
    • 6.6 Measure Creative Quality
      Nuevo
  • 7. Data and Analysis
    9Lecciones · 54 min
    • 7.1 Prepare Data for AI
      Nuevo
    • 7.2 Choose an Analysis Method
      Nuevo
    • 7.3 Explore Data with Models
      Nuevo
    • 7.4 Build Analytical Prompts
      Nuevo
    • 7.5 Interpret Model Findings
      Nuevo
    • 7.6 Check Statistical Reasoning
      Nuevo
    • 7.7 Visualize Decision Signals
      Nuevo
    • 7.8 Analytical Decision Brief
      Nuevo
    • 7.9 Analysis Reliability Check
      Nuevo
  • 8. Agentic AI Systems
    10Lecciones · 1 h
    • 8.1 Understand Agent Patterns
      Nuevo
    • 8.2 Define Agent Boundaries
      Nuevo
    • 8.3 Connect External Tools
      Nuevo
    • 8.4 Manage Agent Memory
      Nuevo
    • 8.5 Design Agent Plans
      Nuevo
    • 8.6 Add Approval Gates
      Nuevo
    • 8.7 Evaluate Agent Behavior
      Nuevo
    • 8.8 Recover from Agent Errors
      Nuevo
    • 8.9 Deploy an Agent Prototype
      Nuevo
    • 8.10 Agent System Review
      Nuevo
  • 9. Automation and Integration
    10Lecciones · 1 h
    • 9.1 Identify Automation Leverage
      Nuevo
    • 9.2 Map Existing Systems
      Nuevo
    • 9.3 Design Trigger Logic
      Nuevo
    • 9.4 Transform Data Between Tools
      Nuevo
    • 9.5 Automate Repetitive Decisions
      Nuevo
    • 9.6 Add Operational Safeguards
      Nuevo
    • 9.7 Monitor Automated Runs
      Nuevo
    • 9.8 Estimate Automation Value
      Nuevo
    • 9.9 Automation Implementation Plan
      Nuevo
    • 9.10 Automation Readiness Check
      Nuevo
  • 10. Quality and Reliability
    9Lecciones · 54 min
    • 10.1 Define Output Quality
      Nuevo
    • 10.2 Build Evaluation Datasets
      Nuevo
    • 10.3 Test Prompt Variants
      Nuevo
    • 10.4 Measure Factual Accuracy
      Nuevo
    • 10.5 Assess Bias and Fairness
      Nuevo
    • 10.6 Run Adversarial Tests
      Nuevo
    • 10.7 Monitor Production Drift
      Nuevo
    • 10.8 Create a Quality Dashboard
      Nuevo
    • 10.9 Reliability Improvement Plan
      Nuevo
  • 11. Governance and Security
    6Lecciones · 36 min
    • 11.1 Classify AI Risks
      Nuevo
    • 11.2 Protect Sensitive Data
      Nuevo
    • 11.3 Defend Against Prompt Attacks
      Nuevo
    • 11.4 Assign Human Accountability
      Nuevo
    • 11.5 Governance Control Plan
      Nuevo
    • 11.6 Governance Knowledge Check
      Nuevo
  • 12. Capstone Implementation
    1Lecciones · 6 min
    • 12.1 Key Takeaways
      Nuevo