You will gain the applied data skills needed to turn multiple evidence streams into defensible forecasts and prioritized market recommendations. This course covers data assembly, cleaning, and harmonization for time-series and cross-sectional indicators, followed by practical forecasting techniques such as moving averages, exponential smoothing, and estimation of forecast uncertainty and confidence ranges. You'll learn to calculate critical market sizing metrics—including TAM, SAM, and SOM—while producing year-over-year growth metrics to identify high-velocity opportunities. The curriculum teaches you to create straightforward scorecards that prioritize these opportunities by size, growth velocity, and strategic fit.
Emphasis is placed on communicating forecast confidence and producing visualizations that highlight seasonality, inflection points, and the distinction between long-term trends and short-term fads. Through hands-on model-building and interpretation exercises, you will practice converting complex analytic outputs into definitive go/no-go recommendations and short executive briefings that balance quantitative evidence with seasoned business judgment. You will finish this course by delivering a comprehensive Trend Forecast and Market Entry Recommendation, complete with a scoring model and supporting data visualizations, ensuring your insights are both statistically sound and ready for stakeholder review.
Who this is for: Aspiring market analysts, business strategists, entrepreneurs, and professionals looking to develop data-driven market analysis skills with no prior experience required.
This module develops market sizing and growth analysis capabilities essential for research professionals. Learners will master market sizing frameworks (TAM, SAM, SOM) and techniques for calculating year-over-year growth metrics. Through practical data analysis exercises, learners will build the quantitative skills needed to identify high-growth market segments and significant performance trends.
涵盖的内容
4个视频2篇阅读材料4个作业
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4个视频•总计32分钟
What is Market Sizing? Understanding TAM, SAM, and SOM•8分钟
How to Identify TAM, SAM, and SOM from a Business Report?•9分钟
Why Growth Metrics Drive Strategy: The Zoom vs. Netflix Story•7分钟
How to Calculate YoY Growth and Use Conditional Formatting?•8分钟
2篇阅读材料•总计17分钟
Defining Your Playground: TAM, SAM, and SOM•10分钟
Calculating Year-over-Year Growth: The Formula and Its Meaning•7分钟
4个作业•总计75分钟
Hands-On Learning: Sizing the Opportunity for a Food Delivery App•20分钟
This module empowers analysts and strategists to master high-stakes market entry decisions. You will move beyond static snapshots to analyze dynamic competitive positioning, calculating market share trends to pinpoint strategic opportunities. The module bridges the gap between analysis and action through a structured market entry scorecard, weighing growth potential against regulatory risks and intensity. By synthesizing these data-driven techniques, you will learn to build a compelling business case and defend a clear go/no-go recommendation. Transform complex data into a decisive strategic plan and start driving impactful business strategy today.
涵盖的内容
4个视频3篇阅读材料4个作业
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4个视频•总计31分钟
The Streaming Wars: A Story Told by Data•9分钟
Build a Trend Analysis from Scratch•7分钟
Walmart in Germany: A "No-Go" Decision in Hindsight•8分钟
Introducing the Market Entry Scorecard•7分钟
3篇阅读材料•总计24分钟
Market Share 101: Core Concepts and Calculations•8分钟
Your Competitive Analysis Career Path•8分钟
Breaking Down the Scorecard: A Guide to Key Factors•8分钟
4个作业•总计90分钟
Hands-On Learning: Analyze the Automotive Market•25分钟
Knowledge Check: Market Share Fundamentals•10分钟
Hands-On Learning: Score Your First Market•25分钟
The Go/No-Go Recommendation•30分钟
Uncover Market Trends with Data Analysis
第 3 单元•小时 后完成
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This module develops essential trend analysis capabilities for market research professionals. You will master distinguishing long-term trends from temporary fads by analyzing time-series data to identify seasonal patterns and peak periods. Through hands-on exercises, ranging from AI's strategic rise to streaming habits, you will uncover meaningful patterns that inform business strategy. You will learn to create annotated charts to effectively communicate findings to stakeholders. By moving beyond simple observation, you will be equipped to make evidence-based decisions, transforming raw data into actionable insights that drive business success and long-term strategic growth.
涵盖的内容
4个视频2篇阅读材料4个作业
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4个视频•总计32分钟
The Cost of Getting it Wrong: AI vs. NFTs•8分钟
A Framework for Analysis•9分钟
Riding the Wave: Why Seasonality Matters•7分钟
Visualize and Annotate Time-Series Data•8分钟
2篇阅读材料•总计16分钟
The Anatomy of Trends and Fads•8分钟
Introduction to Time-Series Analysis•8分钟
4个作业•总计85分钟
Hands-On Learning: Classify the Current Market•20分钟
This module equips you to translate raw data into a persuasive business case for market entry. You will apply your skills to produce time-series forecasts, prioritize trends using a scoring model, and build a comprehensive recommendation package. This hands-on experience involves sourcing data, applying transparent forecasting methods, and balancing quantitative data with qualitative insights. You will deliver a portfolio-ready project, including a Market Entry Brief and a Decision Summary, culminating in a clear "Go/No-Go" recommendation to guide strategic decisions and prove your value as a market analyst.
涵盖的内容
2篇阅读材料1个作业
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2篇阅读材料•总计7分钟
Why This Project Matters•3分钟
Project Requirements•4分钟
1个作业•总计120分钟
Project: Trend Forecast and Market Entry Recommendation•120分钟
Coursera brings together a diverse network of subject matter experts who have demonstrated their expertise through professional industry experience or strong academic backgrounds. These instructors design and teach courses that make practical, career-relevant skills accessible to learners worldwide.
No. The course breaks down complex analytical techniques into step-by-step processes accessible to beginners with no prior data analysis experience.
What tools will I learn to use in this course?
You'll gain practical skills in data analysis, visualization techniques, and strategic decision-making tools that are applicable across various business contexts.
How will these skills apply to real-world business scenarios?
The course teaches techniques used by businesses to identify market opportunities, assess growth potential, and make informed strategic decisions.
When will I have access to the lectures and assignments?
To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
What will I get if I subscribe to this Certificate?
When you enroll in the course, you get access to all of the courses in the Certificate, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.