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Data Engineering Capstone Project
  • Level Foundation
  • المدة 13 ساعات hours
  • الطبع بواسطة IBM
  • Offered by

عن

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 assume the role of a Junior Data Engineer who has recently joined the organization and be presented with a real-world use case that requires a data engineering solution.

الوحدات

Introduction to Capstone Project

    • 1 Videos
    • 1 Plugin
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1 Videos

  • Introduction to Capstone Project

OLTP Database

    • 1 Videos
    • 1 ExternalTool
    • 1 Plugin
    • 2 Assignment
Show info about module content

2 Assignment

  • Checklist: OLTP Database
  • Graded Quiz: OLTP Database

1 External Tool

  • Hands-on Lab: OLTP Database

1 Videos

  • Assignment Overview

Querying Data in NoSQL Databases

    • 1 Videos
    • 1 ExternalTool
    • 2 Assignment
Show info about module content

2 Assignment

  • Checklist: Querying Data in NoSQL Databases
  • Graded Quiz: Querying Data in NoSQL Databases

1 External Tool

  • Hands-on Lab: Querying Data in NoSQL Databases

1 Videos

  • Assignment Overview: Querying Data in NoSQL Databases

Data Warehouse Design & Setup

    • 1 Videos
    • 1 ExternalTool
    • 1 Assignment
Show info about module content

1 Assignment

  • Checklist: Data Warehousing

1 External Tool

  • Hands-on Lab: Data Warehousing

1 Videos

  • Assignment Overview: Data Warehouse Design & Setup

Data Warehousing Reporting

    • 1 Videos
    • 1 Readings
    • 1 Quiz
    • 2 ExternalTool
    • 1 Plugin
    • 1 Assignment
Show info about module content

1 Assignment

  • Checklist: Data Warehouse Reporting

2 External Tool

  • Hands-on Lab: Data Warehouse Reporting using PostgreSQL
  • (Optional) Obtain IBM Cloud Feature Code and Activate Trial Account

1 Videos

  • Assignment Overview: Data Warehouse Reporting

1 Readings

  • Optional Lab Information

1 Quiz

  • Graded Quiz: Data Warehouse & Reporting

Data Analytics

    • 1 Videos
    • 4 Readings
    • 3 Plugin
Show info about module content

1 Videos

  • Assignment Overview

4 Readings

  • (Optional): About this optional lesson with Looker Studio
  • (Optional) : Getting Started with Google Looker Studio
  • (Optional): Creating Visualizations in Reports using Looker Studio
  • (Optional) : Summary and Highlights

Dashboard Creation

    • 1 Readings
    • 2 Plugin
    • 2 Assignment
Show info about module content

2 Assignment

  • Checklist: Dashboard Creation
  • Graded Quiz: Dashboard Creation

1 Readings

  • Final Assignment Overview

ETL

    • 1 Videos
    • 1 Quiz
    • 1 ExternalTool
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1 External Tool

  • Hands-on Lab: ETL

1 Videos

  • Assignment Overview: ETL

1 Quiz

  • Checklist: ETL

ETL & Data Pipelines using Apache Airflow

    • 1 Videos
    • 1 ExternalTool
    • 2 Assignment
Show info about module content

2 Assignment

  • Checklist: Data Pipelines using Apache Airflow
  • Graded Quiz: ETL & Data Pipelines using Apache Airflow

1 External Tool

  • Hands-on Lab: Data Pipelines using Apache Airflow

1 Videos

  • Assignment Overview: Data Pipelines using Apache Airflow

Big Data Analytics with Spark

    • 1 Videos
    • 2 ExternalTool
    • 2 Assignment
Show info about module content

2 Assignment

  • Checklist: Big Data Analytics with Spark
  • Graded Quiz: Big Data Analytics with Spark

2 External Tool

  • Practice Hands On Lab: Saving and loading a SparkML model
  • Hands-on Lab: SparkML Ops

1 Videos

  • Assignment Overview: Big Data Analytics with Spark

Final Submission and Peer Review

    • 1 PeerReview
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1 Peer Review

  • Submit your Work and Review your Peers

Wrap Up

    • 2 Readings
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2 Readings

  • Congrats & Next Steps
  • Thanks from the Course Team

Auto Summary

Embark on an exciting journey to consolidate your data engineering expertise with the "Data Engineering Capstone Project" offered by Coursera. This foundational course, aimed at IT and Computer Science enthusiasts, challenges you to apply the diverse range of skills and techniques gained through the IBM Data Engineering Professional Certificate. As a participant, you'll step into the shoes of a Junior Data Engineer and tackle a realistic, industry-relevant project, providing you with hands-on experience in solving complex data engineering problems. Over a comprehensive duration of 780 minutes, you'll deepen your understanding and enhance your practical abilities, making you better prepared for real-world scenarios. Ideal for those who have completed previous courses in the series, this capstone project is available through the Starter subscription, offering a robust learning path for aspiring data engineers ready to take their knowledge to the next level. Join now and bridge the gap between theoretical learning and practical application, setting the stage for a successful career in data engineering.

Rav Ahuja
Instructors

Rav Ahuja

Ramesh Sannareddy
Instructors

Ramesh Sannareddy