TAM to Go/No-Go: Market Research and Growth Strategy

Analyze Markets: Strategy with SWOT provides a practical, hands-on foundation in the strategic marketing frameworks essential for modern market analysis. You'll move beyond theory to master the application of two core models: the 4Ps marketing mix and SWOT analysis. First, you will learn to deconstruct any company's go-to-market strategy by classifying real-world business tactics into Product, Price, Place, and Promotion. Next, you will learn to conduct a comprehensive SWOT analysis, systematically organizing research on a competitor's internal strengths and weaknesses against external market opportunities and threats. Through interactive exercises and building a complete analysis based on case studies like Netflix and Tesla, this course transforms how you see the market. You will develop the analytical thinking required to translate raw data into a structured strategic overview, identify competitive vulnerabilities, and formulate actionable recommendations—a critical and foundational skill for aspiring market research analysts, marketing professionals, or business strategists.

Optimize Growth: Map and Evaluate ROI is a beginner-level course designed for aspiring business analysts, marketers, and strategists who want to master the foundational skills of driving and measuring business growth. This course will equip you to move beyond ideas and build compelling, data-backed business cases. You will learn to apply the Ansoff Matrix, a powerful strategic framework, to systematically identify and map potential growth opportunities, from market penetration to diversification. Through a series of expert-led videos, practical readings, and interactive dialogues, you will learn not only how to build a growth strategy but also how to quantify its potential by forecasting revenue impact. The course then pivots to performance, teaching you how to conduct a thorough postmortem analysis of a campaign. You will learn to evaluate the actual ROI against target KPIs, diagnose the reasons for any variance, and formulate clear, actionable recommendations for future optimization.

Uncover Market Insights: Research Essentials is for anyone tasked with turning ambiguous business questions into actionable research projects. You'll move beyond just collecting data to understanding the strategic "why" behind every research request. Learn to identify the five core purposes of market research—from sizing a market to understanding customer satisfaction—and connect them directly to the questions your stakeholders are asking. Through practical, real-world examples inspired by successes and failures at companies like Netflix and Coca-Cola, you will master a structured approach to project initiation. The course culminates in you learning how to use a standardized intake form, a critical tool for capturing project goals, defining the target audience, and setting clear timelines and deliverables. By the end, you won't just be fulfilling requests; you'll be a strategic partner who ensures every research project is set up for success from day one, bringing clarity and alignment to your team's data-driven decisions.

This course develops essential market forecasting and trend analysis skills for research professionals. Learners will master techniques for analyzing historical data to predict future demand and evaluating the strategic relevance of emerging trends. Through practical application with time-series data, learners will build the predictive capabilities needed to support forward-looking business decisions.

In today's competitive landscape, understanding your rivals is paramount. This beginner-friendly course, Analyze Competitors: Market Intelligence, is designed for business professionals and aspiring analysts who want to transform raw market data into strategic foresight. You will move beyond surface-level observations to master the core techniques of modern competitive analysis. The curriculum is built around two powerful analytical pillars. First, you'll learn to conduct sentiment analysis on corporate communications, such as earnings calls and press releases, to quantify and track tonal shifts that signal changes in a competitor's strategy or confidence. Next, you will delve into industry structure by applying a customized Porter's Five Forces framework to evaluate the intensity of competition and overall industry attractiveness. Through practical, hands-on exercises and real-world case studies from the airline, EV, and ride-sharing industries, you will develop the skills to build a comprehensive market and industry assessment. By the end of this course, you will be equipped to analyze market-wide trends and provide data-driven recommendations that inform high-level strategic decisions, making you an invaluable asset in any business setting.

The course, Analyze Markets Go/No-Go Decisions, is designed for aspiring business analysts, strategists, and marketing professionals who want to master the art of making high-stakes market entry decisions. In a competitive global landscape, knowing when to pursue a new market and when to walk away is a critical skill. This course demystifies that process by equipping you with two powerful, data-driven techniques: competitive market share analysis and structured market evaluation. You will start by learning how to analyze competitive positioning, not as a static snapshot, but as a dynamic story told over time. Through practical, hands-on activities, you will calculate and visualize market share trends to identify who is winning, who is losing, and where strategic opportunities lie. Next, you will move from analysis to decision-making by mastering a structured market entry scorecard. You'll learn to systematically score a market’s attractiveness by weighing factors like competitive intensity, market size, growth potential, and regulatory risk. By the end of this course, you won't just be interpreting data; you'll be using it to build a compelling business case. You will be able to formulate and defend a clear go/no-go recommendation, transforming complex market data into a decisive strategic plan. This course is for anyone ready to move beyond basic analysis and start driving impactful business strategy.

This course 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.

Competitive Analysis and Strategy provides a direct and powerful framework for transforming business data into a competitive edge. This streamlined course is designed for professionals who need to make strategic decisions by understanding both the industry landscape and the product-level details. The course is structured into two essential parts. First, you will learn to use Porter's Five Forces to analyze the competitive structure of an industry, identifying the key pressures that affect profitability and strategy. Next, you will master the art of feature gap analysis, learning how to systematically compare your products against competitors to uncover strengths, weaknesses, and innovation opportunities. Through hands-on labs and real-world scenarios, you will build the skills to move beyond simple observation to data-driven strategic analysis. Throughout the course, learners practice connecting high-level industry forces to specific product features, ensuring that competitive insights translate into actionable strategic decisions. By the end of this course, you will be able to deliver clear, actionable recommendations that can shape product roadmaps and secure a distinct advantage in the market.

Define Research Objectives & Methods is for aspiring researchers, business analysts, and marketers who need to build foundational skills in designing effective research. You will learn to transform ambiguous business problems into specific, measurable research objectives and select the most appropriate research methodology. This course equips you to deliver real value on a research team by teaching you to initiate projects with clear objectives that prevent misalignment, wasted resources, and scope creep. You will learn why a properly defined research plan is the key to creating and maintaining stakeholder buy-in from day one. Through real-world case studies like the "New Coke" fiasco and Airbnb's growth story, you will master structured interview techniques to elicit stakeholder needs and define SMART objectives. You will also learn to conduct a formal cost-benefit analysis of different research approaches, such as surveys, interviews, and focus groups, to justify your methodological choices. The course features hands-on activities, including mock interviews with an AI coach and building a comparison framework in a spreadsheet tool. You will finish the course by creating a complete, portfolio-ready research brief that demonstrates your ability to set a research project up for success from day one, ensuring your findings are relevant, actionable, and aligned with strategic business goals.

In today's information-saturated world, distinguishing credible data from noise is essential. This course is designed for analysts, researchers, and professionals aiming to build arguments on trustworthy evidence. You’ll progress beyond basic keyword searches to become an advanced researcher, learning a systematic framework for evaluating information and honing technical skills for precise data retrieval. The focus is on professional judgment and risk awareness rather than exhaustive tool mastery, allowing you to practice assessing credibility and sourcing public information for accurate, ethical business decisions. The course begins with establishing source credibility by evaluating authority, bias, and accuracy. You'll apply frameworks to real-world examples, from academic journals to social media. You'll also master advanced search operators like site:, filetype:, and intitle:, which will enhance your search precision. Through hands-on exercises, you'll learn to create complex queries for specific corporate reports and technical documents. By the end, you'll have the critical judgment needed to evaluate information reliability and improve your analysis and decision-making.