AI Product Management Specialization By Duke University

AI Product Management Specialization

These 3 courses will give you a rock-solid foundation in AI and machine learning concepts.

You’ll learn how ML models work under the hood, when to apply them, and how to manage ML projects from start to finish.

In the first course, you’ll get a beginner-friendly intro to core ML algorithms and techniques.

No coding required! The focus is on building intuition about how models like neural networks actually learn from data.

The second course walks you through the full life cycle of an ML product - from identifying opportunities to model building, testing, and deployment.

You’ll gain best practices for organizing data science projects.

The Specialization rounds out with a deep dive into the human side of AI.

You’ll learn strategies for designing ethical, transparent ML systems that customers can trust.

Privacy, bias, and augmenting human intelligence are all covered.

By the end, you’ll have the skills to shepherd ML products from conception to delivery.

You’ll know what it takes to build AI that solves real problems for users.

Software Product Management Specialization

Software Product Management Specialization

Offered by the University of Alberta.

The introductory course gives you an overview of the critical role software product managers play in delivering quality products.

You’ll gain an understanding of Agile principles and how they lead to better software.

The second course dives into various software development processes and core Agile practices like Extreme Programming and Scrum.

You’ll learn when to apply different process models.

The third course teaches you practical techniques to elicit and express software requirements through client interactions.

You’ll maximize effectiveness through prototypes and adaptable requirements.

The fourth course covers turning requirements into plans.

You’ll map user requirements into developer tasks, assess risks, and estimate work.

These velocity-driven planning methods set you up for software project success.

As projects progress, reviews and metrics become critical.

The fifth course focuses on monitoring techniques to align clients, plans, and production.

Retrospectives and measurements will improve your process and product quality.

The specialization culminates in a capstone that gives you practical management experience through industry-inspired challenges.

You’ll apply your new Agile skills to interact with simulated clients and hone your software requirements abilities.

Digital Product Management Specialization By UVA Darden

Digital Product Management Specialization

Offered by the University of Virginia.

The first course, “Digital Product Management: Modern Fundamentals”, teaches you the modern methods product managers use today.

You’ll learn how to create focus, prioritize features, and lead cross-functional teams.

This is critical, as product managers now steer the ship on digital products.

Next is “Agile Meets Design Thinking”. This course shows you how to create valuable products users want.

You’ll learn design thinking and agile development to build the right solutions.

Testing narratives and prototypes with users ensures you deliver value early.

The third course, “Hypothesis-Driven Development”, focuses on experimentation.

You’ll learn how to identify the right questions and test just enough to avoid waste.

Pairing qualitative and quantitative analytics keeps you focused on meaningful outcomes for users.

“Agile Analytics”, the fourth course, shows you how to integrate analytics into agile iterations.

You’ll habitually tie work to actionable data that drives user value.

This course is crucial for focusing your agile team.

Finally, “Managing an Agile Team” teaches you to adapt agile practices for your team. You’ll learn to align team focus with company strategy while encouraging creativity.

Facilitating retrospectives also allows continuous improvement of agile processes.

Drug Development Product Management Specialization

Drug Development Product Management Specialization

This specialization is for you if you’re aiming to enter the pharmaceutical industry or enhance your understanding of how drugs are brought to market.

It’s a series of courses offered by University of California San Diego to give you a thorough understanding of the drug development process, from discovery to commercialization.

In the “Drug Discovery” course, you’ll gain insights into the initial stages of finding a new drug.

You’ll learn about target selection, compound screening, and lead candidate design.

The course also covers the regulatory requirements for filing an Investigational New Drug Application (IND), providing you with a clear picture of the early drug discovery landscape.

Moving on to “Drug Development,” this course takes you through the clinical trial phases.

You’ll understand the objectives and methods of each phase, from safety assessments in Phase 1 to efficacy and side-effect evaluations in Phase 2, and large-scale effectiveness trials in Phase 3.

The course also demystifies the drug approval process, including submissions to regulatory bodies like the FDA and EMA.

The final course, “Drug Commercialization,” bridges the gap between clinical success and market presence.

You’ll explore key concepts such as pharmacoeconomics, marketing strategies, and intellectual property management.

The course also emphasizes the importance of Phase 4 trials for ongoing safety monitoring and market adaptation.

Real-World Product Management Specialization

Real-World Product Management Specialization

This specialization is offered by Advancing Women in Tech, backed by AWS.

It’s a four-course series is taught by industry leaders from Amazon, Google, and Tesla, ensuring you learn from the best.

In “The Business of Product Management I,” you’ll explore the fundamentals of product management, including setting high standards and understanding customer needs.

You’ll gain insights into product-market fit and strategies to launch products effectively.

“The Business of Product Management II” takes you further, focusing on innovation and results delivery.

You’ll delve into KPIs, OKRs, and A/B testing, learning how to retain customers and monetize effectively.

Real-world examples from companies like Uber and Facebook will guide you.

“The Art & Science of Product Management” bridges the gap between management and technology.

You’ll learn to lead UX designers and engineers, with a special focus on AI and ML.

This course also prepares you for technical interviews, with practice questions from top tech firms.

Finally, “Acing the Product Management Interview” prepares you for the job market.

You’ll receive interview tips and practice with questions from Meta to Amazon, honing your ability to impress potential employers.

Completing the specialization could earn you up to 6 college credits.

Product Ideation, Design, and Management Specialization

Product Ideation, Design, and Management Specialization

This specialization is offered by University of Maryland, College Park.

Start with “Developing Innovative Ideas for Product Leaders” to sharpen your ability to spot and evaluate new product opportunities.

You’ll gain skills in entrepreneurial thinking, industry analysis, and opportunity identification, essential for bringing innovative products to life.

In “Product Management Essentials,” you’ll delve into the core responsibilities of a product manager.

This course equips you with the knowledge to lead product teams, understand the product development cycle, and tackle market challenges effectively.

“Establishing Product-Market Fit” teaches you to align your product with market demands.

You’ll learn to identify your target customer, define a compelling value proposition, and iterate your product based on feedback, ensuring it meets market needs.

For a design-focused approach, “Creative Design, Prototyping, and Testing” guides you through user experience design principles.

You’ll learn to create prototypes and test product concepts, ensuring they resonate with users before full-scale development.

Lastly, “Financial Management for Product Leaders” covers the financial aspects of product management.

You’ll explore how to craft financial statements, assess venture value, and secure funding, enabling you to make informed business decisions for your product.

Each course is designed to build specific skills, from UX design to financial analysis, providing a well-rounded education in product management.

Product Development for Technical Managers Specialization

Product Development for Technical Managers Specialization

This specialization offered by University of Colorado Boulder equips you with the essentials for developing products that resonate with customers and align with financial goals.

Dive into “Strategic Product Development” to understand how to formulate product strategies that fuel company growth.

You’ll explore various product development methodologies, including Stage-Gate and Lean/Agile, and learn how to assemble and manage high-performance teams to bring products from concept to launch.

You’ll also master portfolio management to effectively oversee multiple product initiatives.

In “Managing the New Product Development Process,” you’ll transform ideas into tangible products.

Starting with ideation techniques like Design Thinking, you’ll create product specifications that meet customer needs and learn to prototype, ultimately selecting the most viable product concept for market introduction.

“Product Innovation Management” shifts your focus to the business aspects of product development.

You’ll delve into marketing, pricing strategies, and financial metrics such as NPV and IRR.

This course also covers how to pitch your product’s business case to executives and introduces sustainable practices for product design in a circular economy.

Each course contributes to CU Boulder’s Master of Engineering in Engineering Management degree, ideal if you’re aiming for leadership roles in the tech sector.

Real-World Cloud Product Management Specialization

Real-World Cloud Product Management Specialization

In the first course, you’ll get an overview of the booming cloud industry.

Learn how the cloud accelerates business and careers. Compare cloud vs non-cloud architectures.

And determine if the AWS Certified Cloud Practitioner Exam fits your goals.

The second course dives into managing and innovating in the cloud.

Master compute, containers, serverless, databases, analytics, machine learning, and more.

Plus, learn cloud pricing and cost optimization from the product manager perspective.

Finally, the third course focuses on security and architecture.

Understand the Shared Responsibility Model.

Follow the AWS Well-Architected Framework.

And get ready to pass the AWS Cloud Practitioner Exam.