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Data intelligence for businesses and managers · LearnSpace
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Data intelligence for businesses and managers

Курс от Institut Mines-Télécom
Начальный≈ 12.5 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

With the proliferation of connected objects (computers, tablets, watches, etc.), huge masses of data are generated every second. This Big Data has led to the emergence of a data economy, where data is the main source of competitive advantage for companies. In this sense, data and its processing tools have become a strategic priority for companies, and the main gas pedal of their digital transformation. ----------------------------------------------------------------------------------------------------------------------------------------- This MOOC addresses the role of data in the digital transformation of organizations through 10 course sequences spread over 5 weeks and a wide variety of content: - Slideshows and video-scribes explaining the impact of data on businesses, the digital transformation needed to capitalize on data, and the tools, methods and technologies needed to implement these data-driven strategies. - Videos featuring testimonials from professionals and academics, highlighting through concrete examples the importance of data as a catalyst for digital transformation and a source of competitive advantage. - Compulsory reading to complement the topics covered in the slides and video, in particular the challenges and benefits of data management as part of digital transformation. - MCQs covering the entire content of each chapter. A certificate is awarded for any grade above 50%. This MOOC has received financial support from the Patrick & Lina Drahi Foundation.

Навыки, которые вы освоите

Data QualityData ManagementData GovernanceDigital TransformationArtificial IntelligenceData ModelingGeneral Data Protection Regulation (GDPR)Data AnalysisBusiness StrategyLaw, Regulation, and ComplianceData VisualizationBusiness IntelligenceInformation PrivacyBig DataData StrategyData LiteracyData-Driven Decision-Making

Программа курса

11 модулей · 86 учебных материалов

01Introduction2 материалов

Exchange forum

Point of exchange with the teacherОбсуждениеMindMapЧтение
02The place of data in digital transformation11 материалов

Introduction

IntroductionВидео

Учитесь у экспертов

Imed BOUGHZALA

Professeur, Directeur de l'ENSIIE

Data intelligence for businesses and managers
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 12.5 ч

11 модулей

Язык: Английский

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

Часть программы вашего университета
IntroductionЧтение

Massive data leading to a data economy

Massive data leading to a data economyВидеоDefinition of digital transformationЧтение

Technology at the heart of digital transformation

Technology at the heart of digital transformationВидеоFurther details on these technologies Чтение

Impacts of digital transformation on the company

Impacts of digital transformation on the companyВидеоTypes of Business ModelsЧтение

Expert Testimonial

Expert TestimonialВидео

Quiz

Taking stock of the place of dataЗадание

Additional Resources

Digital transformation: How not to miss the phase that unfolds in the workplaceЧтение
03Key concepts related to data8 материалов

Introduction

IntroductionВидео

The role of the IS in the organization

The role of the IS in the organizationЧтение

Definition and dimension of an IS

Definition and dimension of an ISВидео

Challenges related to IS

Challenges related to ISЧтение

Cognitive functions of an IS

From Data to IntelligenceЧтение

Types of IS according to the purpose of data processing

Types of IS according to the purpose of data processingВидео

Expert Testimonial

Key concepts related to dataВидео

Quiz

Key concepts related to dataЗадание
04Data management & Data governance9 материалов

Introduction

IntroductionВидеоDefinitionsЧтение

Data Management

Data ManagementВидео

Data Governance

Data GovernanceВидео

Management - Governance duality

Management - Governance dualityВидео

Expert Testimonial

Expert testimonialВидео

Quiz

Taking stock of data management and governanceЗадание

Additional resources

Data and Its RisksЧтениеData Governance - Have Trust (or not?) Чтение
05Data modeling8 материалов

Introduction

Chapter Objectives ЧтениеIntroductionВидео

Data Modeling

Data ModelingВидео

Example

ExampleВидео

The modelling of unstructured data

The modeling of unstructured dataВидеоIn-depth lookЧтение

Quiz

Taking stock of data modelingЗадание

Additional resources

Data-Driven and Model-Based BeekeepingЧтение
06Master Data Management (MDM)7 материалов

Key concepts

Two distinct systemsЧтение

Definition of Reference Data

Definition of reference dataВидео

Challenges of Master Data Management (Example)

ExampleЧтение

Master Data Management

Master Data ManagementВидео

MDM Architecture Styles for Defining the Target

4 stylesЧтение

Master Data Framework

Master Data FrameworkВидео

Quiz

Master Data ManagementЗадание
07Data quality management10 материалов

Introduction

IntroductionВидеоPoor quality: examplesЧтение

The steps to create value from data

The steps to create value from dataВидео

Data Quality Criteria

Data Quality CriteriaВидео

Data Quality Management

Data Quality ManagementВидео

Data Quality Governance

Data Quality GovernanceВидеоThe 4 Processes of Quality ManagementЧтение

Expert Testimonial

Expert testimonialВидео

Quiz

Taking stock of data qualityЗадание

Additional resources

Improving Data Quality in EuropeЧтение
08Business intelligence information systems and data visualisation8 материалов

Part 1 - Business Intelligence Definition

IntroductionЧтениеThe concept of Business IntelligenceВидеоFurther ExplanationЧтение

Part 2 - Data Warehouse and Data Mart

Data Warehouse and Data MartВидеоExamples of Models Чтение

Part 3 - Analyzing Big Data

Analyzing Big DataВидеоConclusionЧтение

Additional resources

DCbrain: Artificial Intelligence Serving NetworksЧтение
09Artificial Intelligence13 материалов

Introduction

IntroductionВидео

Different fields and their interconnection

Different fields and their interconnectionВидео

Supervised Learning

Supervised LearningВидео

Unsupervised Learning

Unsupervised LearningВидео

Machine Learning Models

Machine Learning ModelsЧтение

Neural networks

Neural NetworksВидео

The models: what are they used for?

The Models: what are they used for?Чтение

Where do data come from?

Where do data come from?Видео

Applications

ExamplesЧтение

Expert Testimonial

Expert testimonialВидео

Quiz

Taking stock of Artificial IntelligenceЗадание

Additional Resources

Artificial Intelligence: The complex issue of ethicsЧтениеFrom Personal Data to Artificial Intelligence: who benefits from the click?Чтение
10The General Data Protection Regulation9 материалов

Introduction

IntroductionВидео

The principles of GDPR

The principlesВидеоActions of the 5 key principles:Чтение

The compliance process

The compliance processВидеоOverview of Personal Data Usage within Your OrganizationЧтение

Expert Testimonial

Expert testimonialВидео

Quiz

Taking stock of the GDPRЗадание

Additional resources

Analysis of the Impact of GDPRЧтениеBlockchain & GDPRЧтение
11Evaluation activity 1 материалов

Peer review

Peer-to-peer activityВзаимная проверка