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From Zero to Hero - Digital Product Development From Scratch · LearnSpace
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courseraIT и технологии

From Zero to Hero - Digital Product Development From Scratch

Курс от Technical University of Munich (TUM), Amazon Web Services
Начальный≈ 18.5 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Welcome to our Coursera course on contemporary digital product development! Throughout this course, you'll gain invaluable insights into the inner workings of digital product development. Drawing from the extensive expertise of Digital Product School (DPS), which has guided hundreds of cross-functional teams in creating successful products from inception to delivery, you'll explore methodologies and strategies proven by reality instead of fancy books. This course has been curated in collaboration with Amazon Web Services (AWS). Our journey begins by examining the foundational principles that have empowered our product teams to find ideas and transform them into tangible, market-ready products within 12 weeks. Additionally, you'll delve into generative AI, understanding its significance, risks, and benefits in the business context. Gain practical experience using Amazon Bedrock and Lex to create innovative AI applications and conversational interfaces. The course also covers the machine learning lifecycle, where you'll master critical aspects such as model sourcing, performance evaluation, and MLOps practices. By the end of this course, you'll have a comprehensive understanding of digital product development and the confidence to apply your skills in real-world scenarios. Join us to unlock the secrets to successful product creation and enhance your expertise in the digital domain!

Навыки, которые вы освоите

Product DevelopmentIdeationRisk ManagementUser ResearchMachine Learning MethodsLean MethodologiesModel EvaluationModel TrainingProcess ImprovementNew Product DevelopmentPrompt EngineeringHuman Centered DesignAmazon BedrockMachine LearningSolution DesignInnovationProduct ImprovementAmazon Web ServicesGenerative AIMLOps (Machine Learning Operations)

Программа курса

7 модулей · 46 учебных материалов

01Introduction To Digital Product Development12 материалов

Introduction

Course Introduction VideoВидеоIntroduction to the Technical University of Munich ВидеоBefore You BeginЧтениеCourse Set-Up and GradingЧтение

Учитесь у экспертов

Prof. Dr. Helmut Schönenberger

Преподаватель курса

From Zero to Hero - Digital Product Development From Scratch
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Обучение на Coursera

≈ 18.5 ч

7 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Бразильский португальский, Корейский, Немецкий, Пушту, Испанский, Дари, Японский, Казахский

Часть программы вашего университета
Discussion: Introduce YourselfЧтение

The 3 Mindsets Of User-Centered Product Development

The 3 Mindsets Of User-Centered Product DevelopmentВидеоThe 3 Mindsets Of User-Centered Product DevelopmentЗадание

How To Find a Problem Space

How To Find a Problem SpaceВидеоHow To Find a Problem SpaceЗадание

How To Reach Out To Potential Users

How To Reach Out To Potential UsersВидеоHow To Reach Out To Potential UsersЗадание

Graded Assignment

Introduction To Digital Product DevelopmentЗадание
02How To Find a Problem Worth Solving7 материалов

How To Prepare And Run a Problem Interview

How To Prepare And Run Problem InterviewsВидеоHow To Prepare And Run Problem InterviewsЗадание

Problem Interview Exercise

Problem Interview ExerciseВидеоUpload your notes Обсуждение

How To Decide Which Pain Point To Solve

How To Decide Which Pain Point To SolveВидеоHow To Decide Which Pain Point To SolveЗадание

Graded Assignment

How To Find a Problem Worth SolvingЗадание
03How To Find An Innovative Solution8 материалов

How to Generate Innovative Ideas From a Pain Point

How to Generate Innovative Ideas From a Pain PointВидеоUpload Your NotesОбсуждениеHow to Generate Innovative Ideas From a Pain PointЗадание

How to Examine Risks in Your Idea Through Experiments

How To Examine Risks In Your Idea Through ExperimentsВидеоHow To Examine Risks In Your Idea Through ExperimentsЗадание

How To Learn While Serving Customers With an MVP

How To Learn While Serving Customers With An MVPВидеоHow To Learn While Serving Customers With An MVPЗадание

Graded Assignment

How To Find An Innovative SolutionЗадание
04AWS Introduction to Generative AI - Art of the Possible6 материалов

Introduction to Generative AI - Art of the Possible

Introduction to Generative AI - Art of the PossibleЧтениеSelf-reflective quizЗадание

Planning a Generative AI Project

Planning a Generative AI ProjectЧтениеSelf-reflective quizЗадание

Exploring Artificial Intelligence Use Cases and Applications

Exploring Artificial Intelligence Use Cases and ApplicationsЧтениеSelf-reflective quizЗадание
05Building Solutions with AWS & Generative AI - Core Services9 материалов

Developing Generative AI Solutions

Developing Generative AI SolutionsЧтениеSelf-reflective quizЗадание

Amazon Bedrock - Getting Started with Generative AI

Amazon Bedrock - Getting Started with Generative AIЧтениеSelf-reflective quizЗадание

Amazon Lex - Getting Started

Amazon Lex - Getting StartedЧтениеSelf-reflective quizЗадание

Learn To Create Generative AI Apps with PartyRock – It’s Party Time!

Learn To Create Generative AI Apps with PartyRock – It’s Party Time!ВидеоLearn To Create Generative AI Apps with PartyRock – It’s Party Time!ЧтениеSelf-reflective quizЗадание
06Introduction to Machine Learning on AWS2 материалов

Developing Machine Learning Solutions

Developing Machine Learning SolutionsЧтениеSelf-reflective quizЗадание
07Course Closure and your next steps! 2 материалов
Congratulations! You have finished the course!ЧтениеClass Central Course Review & LinkedIn PostЧтение