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 Duration 14 hours

Course Outline

Introduction to Qwen Chat for Research Workflows

  • Positioning Qwen Chat within broader intelligence processes.
  • Distinguishing between AI-assisted and manually executed research tasks.
  • Ensuring reliability and mitigating analytical pitfalls.

Prompt Engineering for Market Research

  • Structuring prompts to effectively extract relevant insights.
  • Managing tone and maintaining analytical precision.
  • Controlling the depth, scope, and specificity of outputs.

Summarizing Industry Reports and Documents

  • Techniques for processing lengthy reports efficiently.
  • Extracting key trends, metrics, and critical takeaways.
  • Creating concise, executive-ready summaries.

Competitive Analysis with Qwen Chat

  • Building comparison matrices through strategic prompting.
  • Highlighting strengths, weaknesses, and key differentiators.
  • Drafting competitor briefs suitable for leadership review.

Generating Business Intelligence Outputs

  • Creating SWOT analyses and strategic snapshots.
  • Drafting insights on opportunities and risks.
  • Developing reusable templates for BI tasks.

Analyzing Market Data and Qualitative Inputs

  • Extracting insights from qualitative sources.
  • Interpreting trends, customer sentiment, and market signals.
  • Synthesizing fragmented information into coherent narratives.

Workflow Integration and Best Practices

  • Building repeatable AI-assisted research workflows.
  • Implementing quality control and verification techniques.
  • Ensuring alignment with internal research standards.

Ethics, Limitations, and Governance

  • Managing confidentiality and ensuring responsible use.
  • Recognizing model limitations in analytical contexts.
  • Applying human-in-the-loop validation methods.

Summary and Next Steps

Requirements

  • A solid grasp of market research fundamentals.
  • Practical experience with analytical or reporting tools.
  • Familiarity with core business strategy concepts.

Target Audience

  • Business analysts.
  • Market research teams.
  • Strategy, planning, and product management professionals.

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