Structured Approach to Problem Solving
Learn systematic methods for analyzing and solving complex problems using structured thinking frameworks and human-centered design principles.
Learn systematic methods for analyzing and solving complex problems using structured thinking frameworks and human-centered design principles.
This course cannot be purchased separately - to access the complete learning experience, graded assignments, and earn certificates, you'll need to enroll in the full Leadership Strategies for AI and Generative AI Specialization or Fractal Data Science Professional Certificate program. You can audit this specific course for free to explore the content, which includes access to course materials and lectures. This allows you to learn at your own pace without any financial commitment.
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What you'll learn
Define clear problem statements using SMART framework
Construct MECE issue trees for problem breakdown
Implement human-centered design principles
Apply structured thinking to business problems
Develop effective solution strategies
Skills you'll gain
This course includes:
3.15 Hours PreRecorded video
2 quizzes, 10 assignments
Access on Mobile, Tablet, Desktop
FullTime access
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There are 3 modules in this course
This comprehensive course teaches structured approaches to problem-solving in data science and business contexts. Students learn to define problem statements using SMART framework, create MECE issue trees, and implement human-centered design principles. The curriculum covers project lifecycle stages, best practices, common pitfalls, and practical application through case studies.
Structured Thinking
Module 1 · 5 Hours to complete
Solving Problems with Structured Thinking
Module 2 · 3 Hours to complete
Human-Centered Design
Module 3 · 6 Hours to complete
Fee Structure
Instructors
AI Pioneer and Strategic Analytics Leader
Ajoy Singh serves as the Chief Artificial Intelligence Officer at Fractal.ai, bringing over 20 years of expertise in analytics and AI leadership. His distinguished career includes heading Fractal's capabilities in Artificial Intelligence, Cloud & Data Technology, while also leading functional capabilities across Supply Chain, Financial Planning & Analysis, Integrated Marketing Effectiveness, and Digital & Web Analytics. Before joining Fractal, he held significant positions including Country Credit Risk Head for Barclays India's consumer portfolio and leadership roles in Consumer Credit Risk Management at Standard Chartered, CitiFinancial, and GE Money. His academic credentials include an MBA from the Indian Institute of Management (IIM) Calcutta and a bachelor's degree in engineering from IIT Delhi. As an instructor at Fractal Analytics, he teaches the "Structured Approach to Problem Solving" course, sharing his expertise in risk modeling, analytics, portfolio management, and strategic thinking with the next generation of data scientists and business leaders.
Leading the Future of AI Education with Comprehensive Course Portfolio
Fractal Analytics has established itself as a premier provider of cutting-edge technology education through its extensive course offerings on Coursera, spanning artificial intelligence, data science, and business strategy. The curriculum encompasses sixteen specialized courses, including foundational programs like "Python for Data Science" and "Structured Approach to Problem Solving," alongside cutting-edge offerings in Generative AI with courses such as "GenAI for Everyone," "Generative AI Essentials," and "Coding with Generative AI." The platform demonstrates its commitment to responsible technology implementation through courses like "Responsible AI - Principles and Ethical Considerations" and "Responsible AI in the Generative AI Era," while also addressing human aspects of technology through "Behavior Architecture - Understanding Human Behavior" and "Human Decision Making and its Biases." Advanced technical courses include "Introduction to Vertex AI" and "Quantum Computing For Everyone," complemented by practical business applications through "Data Storytelling," "Generative AI for Consultants," and "Successful AI Strategies: A CEO's Perspective." This comprehensive portfolio reflects Fractal Analytics' dedication to providing well-rounded education in emerging technologies while emphasizing ethical considerations and practical applications.
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