IBM

Data Engineering Capstone Project

This course is part of IBM Data Engineering Professional Certificate

Taught in English

Some content may not be translated

Rav Ahuja
Ramesh Sannareddy

Instructors: Rav Ahuja

12,151 already enrolled

Included with Coursera Plus

Course

Gain insight into a topic and learn the fundamentals

4.7

(102 reviews)

Advanced level

Recommended experience

16 hours (approximately)
Flexible schedule
Learn at your own pace

What you'll learn

  • Demonstrate proficiency in skills required for an entry-level data engineering role.

  • Design and implement various concepts and components in the data engineering lifecycle such as data repositories.

  • Showcase working knowledge with relational databases, NoSQL data stores, big data engines, data warehouses, and data pipelines.

  • Apply skills in Linux shell scripting, SQL, and Python programming languages to Data Engineering problems.

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

14 quizzes

Course

Gain insight into a topic and learn the fundamentals

4.7

(102 reviews)

Advanced level

Recommended experience

16 hours (approximately)
Flexible schedule
Learn at your own pace

See how employees at top companies are mastering in-demand skills

Placeholder

Build your Data Management expertise

This course is part of the IBM Data Engineering Professional Certificate
When you enroll in this course, you'll also be enrolled in this Professional Certificate.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
  • Earn a shareable career certificate from IBM
Placeholder
Placeholder

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV

Share it on social media and in your performance review

Placeholder

There are 7 modules in this course

In this module, you will design a data platform that uses MySQL as an OLTP database. You will be using MySQL to store the OLTP data.

What's included

2 videos2 quizzes1 app item2 plugins

In this module, you will design a data platform that uses MongoDB as a NoSQL database. You will use MongoDB to store the e-commerce catalog data.

What's included

1 video2 quizzes1 app item

In this module you will design and implement a data warehouse and you will then generate reports from the data in the data warehouse.

What's included

2 videos1 reading3 quizzes3 app items1 plugin

In this module, you will assume the role of a data engineer at an e-commerce company. Your company has finished setting up a data warehouse. Now you are assigned the responsibility to design a reporting dashboard that reflects the key metrics of the business.

What's included

1 video5 readings2 quizzes5 plugins

In this module, you will use the given python script to perform various ETL operations that move data from RDBMS to NoSQL, NoSQL to RDBMS, and from RDBMS, NoSQL to the data warehouse. You will write a pipeline that analyzes the web server log file, extracts the required lines and fields, transforms and loads data.

What's included

2 videos3 quizzes2 app items

In this module, you will use the data from a webserver to analyse search terms. You will then load a pretrained sales forecasting model and predict the sales forecast for a future year.

What's included

1 video2 quizzes2 app items

In this final module you will complete your submission of screenshots from the hands-on labs for your peers to review. Once you have completed your submission you will then review the submission of one of your peers and grade their submission.

What's included

2 readings1 peer review

Instructors

Instructor ratings
4.5 (28 ratings)
Rav Ahuja
IBM
52 Courses2,642,259 learners
Ramesh Sannareddy
IBM
12 Courses286,362 learners

Offered by

IBM

Recommended if you're interested in Data Management

Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

Learner reviews

Showing 3 of 102

4.7

102 reviews

  • 5 stars

    83.33%

  • 4 stars

    9.80%

  • 3 stars

    2.94%

  • 2 stars

    0.98%

  • 1 star

    2.94%

RV
5

Reviewed on Mar 9, 2024

RS
5

Reviewed on Mar 17, 2023

New to Data Management? Start here.

Placeholder

Open new doors with Coursera Plus

Unlimited access to 7,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Frequently asked questions