К содержимому
learnspaceYOUR NEXT CHAPTER
ПРОСТРАНСТВО ОБУЧЕНИЯ
ГлавнаяКаталог курсовМоё обучениеCoursera

Знания без границ

Учитесь у лучших университетов и компаний мира.

Открыть Coursera
Интеграция
Пространство университета
Моё пространствоСтраница курса
↵
ЯЛичный кабинетСтудент
© 2026 LearnSpaceКаждый день — возможность узнать больше.Помощь
Advanced Manufacturing Process Analysis · LearnSpace
Назад в каталог
courseraИнженерия

Advanced Manufacturing Process Analysis

Курс от University at Buffalo, The State University of New York
Начальный≈ 13.5 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Variability is a fact of life in manufacturing environments, impacting product quality and yield. Through this course, students will learn why performing advanced analysis of manufacturing processes is integral for diagnosing and correcting operational flaws in order to improve yields and reduce costs. Gain insights into the best ways to collect, prepare and analyze data, as well as computational platforms that can be leveraged to collect and process data over sustained periods of time. Become better prepared to participate as a member of an advanced analysis team and share valuable inputs on effective implementation. Main concepts of this course will be delivered through lectures, readings, discussions and various videos. This is the fourth course in the Digital Manufacturing & Design Technology specialization that explores the many facets of manufacturing’s “Fourth Revolution,” aka Industry 4.0, and features a culminating project involving creation of a roadmap to achieve a self-established DMD-related professional goal. To learn more about the Digital Manufacturing and Design Technology specialization, please watch the overview video by copying and pasting the following link into your web browser: https://youtu.be/wETK1O9c-CA

Навыки, которые вы освоите

Data Analysis SoftwareManufacturing ProcessesData StorageData CollectionAnomaly DetectionData PreprocessingComputing PlatformsBig DataSystems AnalysisFailure AnalysisManufacturing OperationsData CleansingSystems EngineeringProduction ProcessDigital Transformation

Программа курса

3 модулей · 43 учебных материалов

01Introduction to Advanced Manufacturing Process Analysis11 материалов

Course Introduction

Introduction to Advanced Manufacturing Process AnalysisВидеоAcknowledgementsЧтение

1. Data Analysis: Process

The Data Analysis ProcessВидеоResources: Data Analysis: Value and ProcessЧтение

Учитесь у экспертов

Rahul Rai

Associate Professor

Advanced Manufacturing Process Analysis
В каталоге вашей программы

Инвестируйте в себя

Новые знания — в удобное для вас время.

Начать на Coursera

Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 13.5 ч

3 модулей

Язык: Английский

Субтитры: Арабский, Французский, Бенгальский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Вьетнамский, Нидерландский, Корейский, Ория, Немецкий, Пушту, Урду, Русский, Тайский, Индонезийский, Шведский, Турецкий, Азербайджанский, Испанский, Дари, Хинди, Японский, Казахский, Венгерский, Польский

Часть программы вашего университета
Self-checkЗадание

2. Manufacturing Settings and Data Collection

Data Collection in Different Manufacturing SettingsВидеоResources: Manufacturing Settings and Data CollectionЧтениеDMD Dialogue 1: Discrete Part ManufacturingВидеоDMD Dialogue 2: Continuous ManufacturingВидеоSelf-checkЗадание

Week 1 Evaluation

Advanced Manufacturing Process Analysis- Week 1 QuizЗадание
02Data Collection14 материалов

1. Traditional Data Sets vs Big Data

Big DataВидеоResources: Traditional Data Sets versus Big DataЧтениеSelf-checkЗадание

2. Data Collection

Data Collection ConsiderationsВидеоResources: Data CollectionЧтениеSelf-checkЗадание

3. Data Storage and Organization

Data StorageВидеоResources: Data Storage and OrganizationЧтениеSelf-checkЗадание

4. Data Preprocessing

Data PreprocessingВидеоResources: Data Pre-processingЧтениеSelf-checkЗадание

Week 2 Evaluation

Advanced Manufacturing Process Analysis- Week 2 QuizЗаданиеAdvanced Manufacturing Process Analysis- Week 2 ReflectionОбсуждение
03Data Analysis: Computational Techniques and Platforms18 материалов

1. Determination of Significant Variables/Factors

Sensitivity AnalysisВидеоResources: Determination of Significant Variables/FactorsЧтениеSelf-checkЗадание

2. Anomaly Detection

Anomaly DetectionВидеоResources: Anomaly DetectionЧтениеSelf-checkЗадание

3. Computing Platform, Components, Categories and Capabilities

The Computational PlatformВидеоResources: Computing Platform, Components, Categories, and CapabilitiesЧтениеSelf-checkЗадание

4. High Performance and Cloud Computing

HPC and Cloud ComputingВидеоResources: High Performance and Cloud ComputingЧтениеSelf-checkЗадание

Week 3 Evaluation

Advanced Manufacturing Process Analysis- Week 3 QuizЗадание

Specialization Project

Your 4.0 Roadmap to SuccessВидеоYour 4.0 Roadmap to Success -- ResourcesЧтениеYour Roadmap Project: Step 4ЧтениеYour 4.0 Roadmap to Success in Digital Manufacturing and Design TechnologyОбсуждение

Course Key Takeaways

Advanced Manufacturing Analysis -- Key TakeawaysЧтение