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Power BI for Data Science and Analytics · LearnSpace
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Power BI for Data Science and Analytics

Курс от Edureka
Средний≈ 14.4 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Welcome to Power BI for Data Science and Analytics. This course is designed to help you develop practical skills in data analytics using Power BI, a leading business intelligence platform. You will learn to use key Power BI features to extract and visualize insights from your data, making it easier to share findings and drive decisions. By the end of this course, you’ll be able to: - Use Power BI effectively for data analytics from connecting to data sources to building interactive reports and dashboards. - Create insightful visualizations that communicate important trends and patterns clearly to your team or stakeholders. - Apply AI features in Power BI such as natural language queries, anomaly detection, and cognitive services—to uncover deeper insights from your data. - Centralize and model data with dataflows, enabling reusable, efficient reporting for both text and image analytics. - Evaluate the impact of AI features on your analysis, so you can select the right tools for your projects. - Design scorecards to track KPIs and performance metrics in a format that’s easy to understand and act upon. This course is built for Data Analysts, Business Intelligence Developers, and Business Analysts looking to strengthen their analytical and reporting skills using Power BI. Some familiarity with MS Excel, Python, or Power BI is helpful, but not required, you willl gain hands-on experience with practical assignments and real-world scenarios. Join us on this journey to elevate your Power BI analytical skills and design capabilities.

Навыки, которые вы освоите

DataflowInteractive Data VisualizationAnomaly DetectionBusiness Intelligence SoftwareMachine LearningPerformance MeasurementAnalyticsBusiness Reporting

Программа курса

4 модулей · 110 учебных материалов

01Data Science and AI with Power BI44 материалов

Overview of Data Analytics in AI

Welcome to Power BI for Data Science and AnalyticsЧтениеCourse Introductory VideoВидеоData Science and Analytics ВидеоEra of Data ScienceВидео

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Edureka

Преподаватель курса

Power BI for Data Science and Analytics
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 14.4 ч

4 модулей

Язык: Английский

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

Часть программы вашего университета
Case Study - FintechВидео
Case study - HealthCareВидео
Power BI in Data AnalyticsВидео
Features in Power BI for Data ScienceВидео
Power BI Getting StartedЧтение
A Beginner’s Guide To Data ScienceЧтение
Practice Quiz: Foundations of Data AnalyticsЗадание
Knowledge Check: Introduction to Data AnalyticsЗадание
Introduce YourselfОбсуждение
Power BI for Data Science Readiness CheckDIALOGUE

Setting up Environment

Installation of MS SQL ServerВидеоSQL Server Interface - Object ExplorerВидеоSQL Server Interface - Basic ScriptsВидеоWorking with Power BIВидеоInstallation of Power BI Desktop and ServiceВидеоInstalling of ALM ToolkitВидеоALM Toolkit - OperationsВидеоIntroduction to Time Intelligence Functions ВидеоTime Intelligence Functions - WorkingВидеоALM ToolkitЧтениеPractice Quiz: Environment Configuration and SetupЗаданиеKnowledge Check: Environment Configuration and SetupЗадание

AI Features of Power BI

AI in Power BI - NLQ and Smart DiscoveryВидеоAI in Power BI - Anomaly DetectionВидеоCognitive Services in Power BIВидеоSentiment AnalysisВидеоKey Phrase ExtractionВидеоLanguage DetectionВидеоUsage Metrics and Q&A in Power BIВидеоAI Features in Power BIЧтениеPractice Quiz: Exploring Artificial Intelligence in Power BIЗаданиеKnowledge Check: Exploring Artificial Intelligence in Power BIЗадание

Advanced Analytics Pane Configuration

Introduction to Dynamic Lines ВидеоImplementation of Dynamic LinesВидеоDynamic lines for Power BI VisualsВидеоInteractive Reporting using Power BIВидеоPractice Quiz: Dynamic Lines in Power BIЗаданиеKnowledge Check: Exploring Dynamic Lines in Power BIЗадание

Module Wrap-Up and Assessment

Summary of Power BI for Data AnalyticsВидеоKnowledge Check: Integrating Data Science and AI Capabilities in Power BIЗадание
02Dataflows and AI Analytics35 материалов

Introduction to Dataflows

Getting the data readyВидеоDifferent Methods of Dataflows CreationВидеоData PreparationВидеоReal Time data ingestion vs Batch processingВидеоDataflow Calculation EngineВидеоIntroduction to DataflowsЧтениеPractice Quiz: Overview of DataflowsЗаданиеKnowledge Check: Handling DataflowsЗадание

Modeling Dataflows

Data ModelsВидеоSetting up Data Models for AIВидеоData Modelling Disciplines to Support AIВидеоPractice Quiz: Dataflow ModelingЗаданиеKnowledge Check: Dataflow ManagementЗадание

Demonstrating Data Modeling and Strategy

Binary Prediction - Setting up the ModelВидеоBinary Prediction - ExecutionВидеоCreation of DataflowsЧтениеKnowledge Check: Binary PredictionЗаданиеHave you worked with Machine Learning Models Before?Обсуждение

Integrating Python with Power BI

Introduction to PythonВидеоBasics of PythonВидеоDemonstration of PythonВидеоInstalling PythonВидеоIntegrating Python with Power BIВидеоCreating Visuals in Power BI using PythonВидео

Demonstrating AI Analytics

Binary PredictionВидеоClassificationВидеоRegressionВидеоTutorial: Build a machine learning model in Power BIЧтениеPractice Quiz: AI AnalyticsЗаданиеKnowledge Check: AI in Power BIЗадание

Module Wrap-Up and Assessment

Summary: Dataflows and AI AnalyticsВидеоKnowledge Check: Dataflows and AIЗадание
03Advanced Cognitive Analytics26 материалов

AI Analytics

Text Analysis - Detect LanguageВидеоText Analysis - Key Phrase ExtractionВидеоText - Sentiment AnalysisВидеоReport GenerationВидеоImage AnalysisВидеоImage RecognitionВидеоPower BI Desktop Privacy LevelsЧтениеStop-words ListЧтениеSentiment Analysis and Opinion Mining Language SupportЧтениеPractice Quiz: Exploring Advanced Cognitive Analytics CapabilitiesЗаданиеKnowledge Check: Exploring Advanced Cognitive Analytics CapabilitiesЗадание

Scorecard

ScorecardВидеоKey Features of ScorecardВидеоCreation of ScorecardВидеоDemonstrataion of ScorecardВидеоPractice Quiz: Overview of ScorecardЗаданиеKnowledge Check: Overview of ScorecardЗадание

M-Functions

GatewayВидеоInstalling GatewayВидеоM - Functions ВидеоDeep Dive in M - FunctionsВидеоPower Query M functionЧтениеPractice Quiz: M-functionsЗаданиеKnowledge Check: M Query and Functions

Module Wrap-Up and Assessment

Summary of Advanced Cognitive FeaturesВидеоKnowledge Check: Exploring Advanced Cognitive Analytics CapabilitiesЗадание
04Course Wrap-Up and Assessment5 материалов

Course Project

Course Summary of Power BI for Data Science and AnalyticsВидеоApplying Power BI for Data Science: A Scenario-Based ExerciseDIALOGUEProject: Global Superstore AnalysisЧтениеDescribe Your Learning JourneyОбсуждениеKnowledge Check: End Course TestЗадание
Python in Power BIЧтение
Practice Quiz: Python Integration with Power BIЗадание
Knowledge Check: Python Visuals in Power BIЗадание
Задание