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Business Intelligence (BI) Essentials · LearnSpace
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courseraIT и технологии

Business Intelligence (BI) Essentials

Курс от IBM
Начальный≈ 16.8 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course provides a comprehensive introduction to business intelligence (BI), its key concepts, components, and the benefits and challenges of implementing BI solutions. It also discusses career opportunities and roles available in the BI arena and the skills and qualifications required. You will also gain insight into the data ecosystem, BI analytics landscape, data repositories, and the extract, transform, and load (ETL) process. Additionally, you will be introduced to the role of statistical analysis in mining and visualizing data to identify patterns and trends and how to weave a compelling story with data. The course offers practical exposure with hands-on activities and a final project that enables you to apply your knowledge in real-world scenarios. This specialized program is tailored for individuals interested in pursuing a career as a BI analyst, and no prior data analytics experience or degree is required to take this course.

Навыки, которые вы освоите

Business IntelligenceData WranglingData MiningData CollectionStatistical AnalysisAnalyticsStatistical VisualizationData StoreData VisualizationData ManagementData WarehousingData-Driven Decision-MakingData PresentationData AnalysisBusiness AnalyticsBusiness Intelligence SoftwareExtract, Transform, Load

Программа курса

6 модулей · 126 учебных материалов

01Introduction to Business Intelligence (BI)27 материалов

Welcome

Overview of IBM BI Analyst Professional CertificateВидеоCourse IntroductionВидеоExpert Viewpoints: BI Career PathВидеоCourse OverviewЧтение

Учитесь у экспертов

Rav Ahuja

CCO & Global Program Director

Business Intelligence (BI) Essentials
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Обучение на Coursera

≈ 16.8 ч

6 модулей

Язык: Английский

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

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Helpful Tips for Course CompletionЧтение

Overview of Business Intelligence

What Is Business Intelligence?ВидеоBI, Data Analytics, Data Science, and Data Engineering: A ComparisonВидеоBenefits of Business IntelligenceВидеоWhy Business Intelligence Matters: Exploring Benefits and Implementation RealitiesDIALOGUEExpert Viewpoints: Skills of a BI AnalystВидеоStoryline Activity: Advantages of BIPLUGINExpert Viewpoints: What Is BI and Why Is It Exciting?ВидеоQuiz: Overview of Business Intelligence-ЗаданиеSummary and HighlightsЧтениеGraded Quiz: Overview of Business IntelligenceЗадание

Career Opportunities and Roles in Business Intelligence

Data Professional RolesВидеоDifferences Between BI Analyst, Data Analyst, Data Engineer, and Data Scientist RolesЧтениеRoles in Business Intelligence ВидеоCareer Opportunities and Paths in BI AnalyticsВидеоExploring Your Path: Career Opportunities and Roles in Business IntelligenceDIALOGUEA Day in the Life of a BI AnalystВидеоStoryline Activity: Journey of a BI AnalystPLUGINExpert Viewpoint: Key Tasks in a Day in the Life of a BI AnalystВидеоPractice Quiz: Career Opportunities and Roles in Business IntelligenceЗаданиеSummary and HighlightsЧтениеGraded Quiz: Career Opportunities and Roles in Business IntelligenceЗаданиеGlossary: Introduction to Business Intelligence (BI)Чтение
02The Data Ecosystem25 материалов

The Data Ecosystem and Languages for Data Professionals

Overview of the Data Analyst Ecosystem ВидеоTypes of Data ВидеоUnderstanding Different Types of File FormatsВидеоSources of DataВидеоViewpoints: Working with Varied Data Sources and TypesВидеоLanguages for Data Professionals ВидеоMetadata and Metadata ManagementЧтениеPractice Quiz: The Data Ecosystem and Languages for Data Professionals ЗаданиеSummary and HighlightsЧтениеGraded Quiz: The Data Ecosystem and Languages for Data ProfessionalsЗадание

Understanding Data Repositories and Big Data Platforms

Overview of Data RepositoriesВидеоRDBMSВидеоNoSQLВидеоData Marts, Data Lakes, ETL, and Data PipelinesВидео(Optional): Data Lakehouses ExplainedВидеоIntroduction to Data ModelingВидео
03BI Analytics Landscape25 материалов

Types of Analytics and Metrics in BI

Key Performance Indicators (KPIs) and MetricsВидеоStoryline Activity: Identifying Suitable Key Performance Indicators (KPIs)PLUGINDescriptive AnalyticsВидеоDiagnostic AnalyticsВидеоPredictive AnalyticsВидеоPrescriptive AnalyticsВидеоDifferences between the four types of analyticsЧтениеStoryline Activity: Differentiate between descriptive, diagnostic, predictive, and prescriptive analyticsPLUGINChallenges in Implementing Business IntelligenceВидеоExpert Viewpoints: Types of Analytics and MetricsВидеоPractice Quiz: Types of Analytics and Metrics in BIЗаданиеSummary and HighlightsЧтениеGraded Quiz: Types of Analytics and Metrics in BIЗадание

Business Intelligence Components, Tools and Practices

Key Components of BIВидеоStoryline Activity: Explore Components of BIPLUGINReading: Overview of BI EcosystemЧтениеCategories of BI ToolsВидео(Optional) Some Dashboard and Visualization ToolsЧтениеUnderstanding Business Context and Requirements for BI ProjectsВидео
04Gathering and Wrangling Data15 материалов

Gathering Data

Introduction to the Business Intelligence ProcessЧтениеIdentifying Data for AnalysisВидеоData SourcesВидеоHow to Gather and Import Data ВидеоSummary and HighlightsЧтениеPractice Quiz: Gathering DataЗаданиеGraded Quiz: Gathering DataЗадание

Wrangling Data

What is Data Wrangling?ВидеоTools for Data WranglingВидеоData Cleaning ВидеоViewpoints: Data Preparation and ReliabilityВидеоSummary and HighlightsЧтениеPractice Quiz: Wrangling DataЗаданиеGraded Quiz: Wrangling Data
05Mining and Visualizing Data and Communicating Results 18 материалов

Analyzing and Mining Data

Overview of Statistical AnalysisВидеоWhat is Data Mining?ВидеоTools for Data MiningВидеоSummary and HighlightsЧтениеPractice Quiz: Analyzing and Mining DataЗаданиеGraded Quiz: Analyzing and Mining DataЗадание

Communicating Data Analysis Findings

Overview of Communicating and Sharing Data Analysis FindingsВидеоViewpoints: Storytelling in Data AnalysisВидеоIntroduction to Data VisualizationВидеоIntroduction to Visualization and Dashboarding SoftwareВидеоViewpoints: Visualization ToolsВидеоData Visualization TechniquesВидеоEffective Communication of BI InsightsЧтениеSummary and HighlightsЧтениеVisualizing Data and Communicating FindingsОбсуждениеPractice Quiz: Communicating Data Analysis Findings ЗаданиеGraded Quiz: Communicating Data Analysis Findings ЗаданиеModule 5 Glossary: Mining and Visualizing Data and Communicating ResultsЧтение
06Applying BI Techniques and Final Project 16 материалов

Applying BI Techniques and Tools to Develop a Project

Expert Viewpoints: Advice for Aspiring BI AnalystsВидеоApplying BI Techniques and ToolsЧтение Developing a Comprehensive BI ProjectВидеоCase Study: Developing a BI ProjectЧтение Expert Viewpoints: Applying BI TechniquesВидеоLab: Exploring Job Listings for BI ProfessionalsPLUGINExpert Viewpoints: Showcasing Acquired Skills and KnowledgeВидео Summary and HighlightsЧтениеPractice Quiz: Applying BI Techniques and Tools to Develop a Project Задание

Final Project and Exam

Final Project: ScenarioЧтениеFinal Project AssignmentЗаданиеCourse Glossary: Business Intelligence (BI) EssentialsЧтениеInstructions for the Final ExamЧтениеFinal Exam: Business Intelligence (BI) EssentialsЗадание

Course Wrap-up

Congratulations and Next Steps ЧтениеA Message from the Course TeamЧтение
Foundations of Big DataВидео
Big Data Processing Tools: Hadoop, HDFS, Hive, and SparkВидео
Viewpoints: Considerations for Choice of Data RepositoryВидео
Data Integration PlatformsВидео
Viewpoints: Tools, Databases, and Data Repositories of ChoiceВидео
Summary and Highlights Чтение
Practice Quiz: Understanding Data Repositories and Big Data PlatformsЗадание
Graded Quiz: Understanding Data Repositories and Big Data PlatformsЗадание
Module 2 Glossary: The Data EcosystemЧтение
Privacy and Security Issues Regulatory ComplianceВидео
Expert Viewpoints: Responsible Business Intelligence PracticesВидео
Summary and HighlightsЧтение
Practice Quiz: Business Intelligence Components, Tools and PracticesЗадание
Graded Quiz: Business Intelligence Components, Tools and PracticesЗадание
Module 3 Glossary: BI Analytics LandscapeЧтение
Задание
Module 4 Glossary: Gathering and Wrangling DataЧтение