Coursera

Conjoint to Cluster: Survey Design and Segmentation 专项课程

Coursera

Conjoint to Cluster: Survey Design and Segmentation 专项课程

Master Survey Research From Design to Insight.

Build professional survey, segmentation, and research analytics skills from the ground up.

LearningMate

位教师:LearningMate

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4 周 完成
在 10 小时 一周
灵活的计划
自行安排学习进度

您将学到什么

  • Design GDPR-compliant primary research studies, write unbiased survey questions with skip logic, and calculate statistically valid sample sizes.

  • Conduct qualitative interviews and AI-enhanced focus groups, applying thematic coding to synthesize findings into actionable business insights.

  • Segment customers using RFM models and buyer persona frameworks to identify high-value groups and optimize targeted marketing investments.

  • Apply conjoint analysis and no-code workflow automation to design sophisticated research studies and eliminate manual data management bottlenecks.

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授课语言:英语(English)
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专业化 - 13门课程系列

Primary Research and GDPR Compliance

Primary Research and GDPR Compliance

第 1 门课程, 小时

您将学到什么

  • Learners will outline the primary research process and apply GDPR-compliant consent procedures for ethical data collection.

您将获得的技能

类别:Business Research
类别:General Data Protection Regulation (GDPR)
类别:Informed Consent
类别:Data Ethics
类别:Case Studies
类别:Research Methodologies
类别:Data Analysis
类别:Ethical Standards And Conduct
类别:Market Research
类别:Research Design
类别:Business Ethics
类别:Information Privacy
类别:Data Capture
类别:Law, Regulation, and Compliance
类别:Project Design
类别:Compliance Management
类别:Data Collection
类别:Strategic Decision-Making
类别:Research
Organize Research Data: File Management

Organize Research Data: File Management

第 2 门课程, 小时

您将学到什么

  • Learners will apply a systematic approach to organize data by identifying data processing stages and applying standardized naming conventions.

您将获得的技能

类别:File Management
类别:Data Management
类别:Data Cleansing
类别:Data Processing
类别:Data Analysis
类别:Records Management
类别:Version Control
类别:Record Keeping
类别:File Systems
类别:Data Literacy
类别:Data Governance
类别:Data Quality
类别:Document Management
类别:Data Maintenance
Govern and Evaluate Research Data Quality

Govern and Evaluate Research Data Quality

第 3 门课程, 小时

您将学到什么

  • Master market forecasting and trend analysis. Learn to use historical data to predict demand and evaluate the strategic impact of emerging trends.

您将获得的技能

类别:Variance Analysis
类别:Performance Measurement
类别:Performance Analysis
类别:Business Strategy
类别:Market Opportunities
类别:Gap Analysis
类别:Business Development
类别:Key Performance Indicators (KPIs)
类别:Business Planning
Design Smart Surveys with Skip Logic

Design Smart Surveys with Skip Logic

第 4 门课程, 小时

您将学到什么

  • Learners will be able to design effective surveys with proper question types and skip logic to improve data quality and the respondent experience.

您将获得的技能

类别:Survey Creation
类别:Qualitative Research
类别:User Research
类别:Surveys
类别:Research Design
类别:Data Collection
类别:Data Quality
类别:User Feedback
类别:Case Studies
Survey Samples: Size and Methods

Survey Samples: Size and Methods

第 5 门课程, 小时

您将学到什么

  • Select appropriate sampling methods and calculate the statistically valid sample size to design reliable survey research.

您将获得的技能

类别:Sample Size Determination
类别:Sampling (Statistics)
类别:Statistical Methods
类别:Survey Creation
类别:Statistics
类别:Research Design
类别:Decision Making
类别:Data Collection
类别:Business Research
类别:Quantitative Research
类别:Probability & Statistics
Design and Analyze Impactful Market Surveys

Design and Analyze Impactful Market Surveys

第 6 门课程, 小时

您将学到什么

  • Learners will design user-centered surveys with branching logic and analyze data using chi-square tests to uncover significant, actionable insights.

您将获得的技能

类别:Data Storytelling
类别:Data Analysis
类别:User Feedback
类别:Statistical Analysis
类别:Statistical Methods
类别:User Centered Design
类别:Market Research
类别:Quantitative Research
类别:Statistical Hypothesis Testing
类别:Storytelling
类别:Statistical Reporting
类别:Survey Creation
类别:Data Presentation
类别:Data Collection
类别:Stakeholder Communications
类别:Surveys
Qualitative Research Interviews

Qualitative Research Interviews

第 7 门课程, 小时

您将学到什么

  • Select appropriate qualitative methods and design a structured interview guide to uncover deep customer insights.

您将获得的技能

类别:Interviewing Skills
类别:Qualitative Research
类别:Focus Group
类别:Data Collection
类别:Market Analysis
Uncover Insights: AI-Driven Focus Groups

Uncover Insights: AI-Driven Focus Groups

第 8 门课程, 小时

您将学到什么

  • Learners will design AI-enhanced focus group guides and analyze qualitative data to structure thematic insights for deeper user understanding.

您将获得的技能

类别:Data Analysis
类别:AI Integrations
类别:User Feedback
类别:Real Time Data
类别:Discussion Facilitation
类别:Data Synthesis
类别:Customer Insights
类别:Artificial Intelligence
类别:Focus Group
类别:Qualitative Research
类别:Analysis
类别:Generative AI
类别:Business Research
类别:Market Research
类别:Prompt Engineering
类别:Design Research
Summarize and Evaluate Ethical AI Insights

Summarize and Evaluate Ethical AI Insights

第 9 门课程, 小时

您将学到什么

  • Master AI-driven qualitative analysis and ethical data practices. Learn to summarize data with LLMs and critically evaluate synthetic data use.

您将获得的技能

类别:Responsible AI
类别:Data Ethics
类别:Gap Analysis
类别:LLM Application
类别:Data Integrity
类别:Key Performance Indicators (KPIs)
类别:Market Opportunities
类别:Variance Analysis
类别:Business Planning
类别:Performance Measurement
类别:Information Privacy
类别:Personally Identifiable Information
类别:Large Language Modeling
类别:Business Strategy
类别:AI literacy
类别:Prompt Engineering
类别:Qualitative Research
类别:Business Development
类别:Data Synthesis
类别:Performance Analysis
Identify Buyer Segments with Data Analytics

Identify Buyer Segments with Data Analytics

第 10 门课程, 小时

您将学到什么

  • Define buyer personas and analyze cross-tabulated data to identify and summarize key customer segments for targeted business strategies.

您将获得的技能

类别:Persona Development
类别:Data Analysis
类别:Customer Analysis
类别:Data Synthesis
类别:Marketing Analytics
类别:Descriptive Analytics
类别:Statistical Reporting
类别:Data Literacy
类别:Target Audience
类别:Target Market
类别:Customer Insights
类别:Pivot Tables And Charts
类别:Market Research
类别:Data-Driven Marketing
类别:Data-Driven Decision-Making
类别:Persona (User Experience)
Segment Customers, Boost Profitability

Segment Customers, Boost Profitability

第 11 门课程, 小时

您将学到什么

  • Segment customers with RFM to find high-value groups and measure campaign profitability lift to optimize marketing investments.

您将获得的技能

类别:Marketing Effectiveness
类别:Return On Investment
类别:Customer Analysis
类别:Spreadsheet Software
类别:Data Transformation
类别:Marketing Analytics
类别:Target Audience
类别:Customer Retention
类别:Marketing Strategies
类别:Customer Relationship Management
类别:Data-Driven Decision-Making
类别:Target Market
类别:Customer Insights
类别:Marketing Budgets
类别:Data-Driven Marketing
Automate Surveys for Smart Market Insights

Automate Surveys for Smart Market Insights

第 12 门课程, 小时

您将学到什么

  • Design efficient conjoint analysis studies and build automated data workflows to gain faster, sophisticated market insights.

您将获得的技能

类别:No-Code Development
类别:Workflow Management
类别:Real Time Data
类别:Consumer Behaviour
类别:Data Quality
类别:Product Strategy
类别:Cloud-Based Integration
类别:Market Analysis
类别:Process Design
类别:Data Integration
类别:Decision Making
类别:Product Design
类别:Customer Analysis
类别:Automation
类别:Survey Creation
类别:Strategic Marketing
类别:Quantitative Research
类别:Customer Insights
类别:Business Process Automation
类别:Market Research
Measure Research Impact: Eye-Tracking to ROI

Measure Research Impact: Eye-Tracking to ROI

第 13 门课程, 小时

您将学到什么

  • Apply eye-tracking to generate heat-maps and calculate research ROI, demonstrating the business value of primary research insights.

您将获得的技能

类别:Return On Investment
类别:Cost Benefit Analysis
类别:Data Storytelling
类别:User Research
类别:Cost Management
类别:Research
类别:Statistical Visualization
类别:Financial Analysis
类别:Data-Driven Decision-Making
类别:Business Research
类别:Business Metrics
类别:Data Analysis
类别:Performance Analysis
类别:Consumer Behaviour
类别:Heat Maps
类别:Market Research
类别:Data Presentation

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