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Data Engineering Capstone Project · LearnSpace
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courseraIT и технологии

Data Engineering Capstone Project

Курс от IBM
Продвинутый≈ 17.8 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Showcase your skills in this Data Engineering project! In this course you will apply a variety of data engineering skills and techniques you have learned as part of the previous courses in the IBM Data Engineering Professional Certificate. You will demonstrate your knowledge of Data Engineering by assuming the role of a Junior Data Engineer who has recently joined an organization and be presented with a real-world use case that requires architecting and implementing a data analytics platform. In this Capstone project you will complete numerous hands-on labs. You will create and query data repositories using relational and NoSQL databases such as MySQL and MongoDB. You’ll also design and populate a data warehouse using PostgreSQL and IBM Db2 and write queries to perform Cube and Rollup operations. You will generate reports from the data in the data warehouse and build a dashboard using Cognos Analytics. You will also show your proficiency in Extract, Transform, and Load (ETL) processes by creating data pipelines for moving data from different repositories. You will perform big data analytics using Apache Spark to make predictions with the help of a machine learning model. This course is the final course in the IBM Data Engineering Professional Certificate. It is recommended that you complete all the previous courses in this Professional Certificate before starting this course.

Навыки, которые вы освоите

Data WarehousingExtract, Transform, LoadApache SparkDashboard CreationData PipelinesBig DataMongoDBNoSQLDatabasesSQLDatabase Architecture and AdministrationIBM Cognos AnalyticsRelational DatabasesPySparkBusiness IntelligencePython ProgrammingIBM DB2AnalyticsDashboardData Integration

Программа курса

7 модулей · 46 учебных материалов

01Data Platform Architecture and OLTP Database8 материалов

Introduction to Capstone Project

Introduction to Capstone Project ВидеоReading: Final Project Submission Guidelines and DeliverablesPLUGINData Platform ArchitecturePLUGIN

OLTP Database

Assignment Overview: OLTP DatabasePLUGIN

Учитесь у экспертов

Rav Ahuja

CCO & Global Program Director

Data Engineering Capstone Project
В каталоге вашей программы

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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 17.8 ч

7 модулей

Язык: Английский

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

Часть программы вашего университета
OLTP Database Requirements and DesignPLUGIN
Lab: OLTP DatabaseВнешний инструмент
Checklist: OLTP DatabaseЗадание
Graded Quiz: OLTP DatabaseЗадание
02Querying Data in NoSQL Databases4 материалов

Querying Data in NoSQL Databases

Assignment Overview: Querying Data in NoSQL DatabasesPLUGINHands-on Lab: Querying Data in NoSQL DatabasesВнешний инструментChecklist: Querying Data in NoSQL DatabasesЗаданиеGraded Quiz: Querying Data in NoSQL DatabasesЗадание
03Build a Data Warehouse6 материалов

Data Warehouse Design & Setup

Assignment Overview:Data Warehouse Design and ReportingPLUGINHands-on Lab: Data WarehousingВнешний инструментChecklist: Data Warehouse Design & SetupЗадание

Data Warehousing Reporting

Hands-on Lab: Data Warehouse Reporting using PostgreSQLВнешний инструментChecklist: Data Warehouse ReportingЗаданиеGraded Quiz: Build a Data WarehouseЗадание
04Data Analytics13 материалов

Data Analytics

Assignment Overview: Data AnalyticsPLUGIN(Optional): About this optional lesson with Looker StudioЧтение(Optional) : Getting Started with Google Looker StudioЧтение(Optional):Hands-on Lab: Getting Started with Google Looker StudioPLUGIN(Optional): Creating Visualizations in Reports using Looker StudioЧтение(Optional): Hands-on Lab: Creating and Configuring Visualizations in Reports with Google Looker StudioPLUGIN(Optional) Hands-on Lab: Advanced charts in Looker StudioPLUGIN(Optional) : Summary and HighlightsЧтение

Dashboard Creation

Final Assignment OverviewЧтение(Optional): Final Assignment : Dashboard Creation using IBM Cognos AnalyticsPLUGIN(Optional): Final Assignment : Dashboard Creation using Google Looker Studio PLUGINChecklist: Dashboard Creation ЗаданиеGraded Quiz: Dashboard Creation Задание
05ETL & Data Pipelines6 материалов

ETL

Assignment Overview: ETL and Data PipelinesPLUGINHands-on Lab: ETLВнешний инструментChecklist: ETL Задание

ETL & Data Pipelines using Apache Airflow

Hands-on Lab: Data Pipelines using Apache AirflowВнешний инструментChecklist: Data Pipelines using Apache AirflowЗаданиеGraded Quiz: ETL and Data PipelinesЗадание
06Big Data Analytics with Spark5 материалов

Big Data Analytics with Spark

Assignment Overview: Big Data Analytics with SparkPLUGINPractice Hands On Lab: Saving and loading a SparkML modelВнешний инструментHands-on Lab: SparkML OpsВнешний инструментChecklist: Big Data Analytics with SparkЗаданиеGraded Quiz: Big Data Analytics with SparkЗадание
07Final Project4 материалов

Final Submission and Evaluation

Option 1 - AI Graded: Final Project-Submission and EvaluationВнешний инструментOption 2 - Peer Graded: Final Project - Submission and EvaluationВзаимная проверка

Wrap Up

Congrats & Next StepsЧтениеThanks from the Course TeamЧтение