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BI Foundations with SQL, ETL and Data Warehousing

The job market for business intelligence (BI) analysts is expected to grow by23 percent from 2021 to 2031 (US Bureau of Labor Statistics). This IBM specialization gives you sought-after skills employers look for when recruiting for a BI analyst. BI analysts gather, clean, and analyze key business data to find patterns and insights that aid business decision-making. During this specialization, you’ll learn the basics of SQL, focusing on how to query relational databases using this popular and powerful language. You’ll use essential Linux commands to create basic shell scripts. Plus, you’ll learn how to build and automate ETL, ELT, and data pipelines using BASH scripts, Apache Airflow, and Apache Kafka. You’ll discover why companies use data lakes and data marts, and work with adata warehouse. Plus, you’ll dive into the rewarding aspect of BI, creating interactive reports and dashboards so you can derive insights from data in your warehouse. Additionally, you’ll gain valuable hands-on practice employing real-world tools used by data professionals. Each course has numerous hands-on labs and includes a project, which gives you plenty to talk about in interviews. When you complete the full program, you’ll have a shareableportfolio of projects and a Specialization certificate for your resume and LinkedIn profile. Get started on an in-demand business intelligence role. Enroll today.

Status: Data Visualization
Status: Stored Procedure
BeginnerSpecialization

Top reviews across BI Foundations with SQL, ETL and Data Warehousing

DG

Reviewed Mar 22, 2023

All is good except final peer review task.You have to make a lot of screenshots and your peers sometimes put 0 for correct answer for example when you write 86400 instead of 60*60*24

DE

Reviewed Dec 27, 2019

Course is god enough. However the last assessment is not. Misprints and not clear questions lead to disappointing marks in the end. Also other students marked assessments based on their understanding.

BN

Reviewed Mar 30, 2023

Overall it's a good course. I wish I could use dos2unix, tr, or sed for removing ^M from the toll_data.tsv. The Final Assignment Instructions could have been clearer.

KW

Reviewed Dec 25, 2024

This is a really good course which covered the basics as well as some intermediate concepts. It was easy to follow and the exercises helped me to solidify my knowledge.

RO

Reviewed Jan 26, 2022

Very Dense Content wise , and Very Clear audio. If you actually try to remember it all it will take much longer than 4 hours. Highly Recomended

JT

Reviewed Apr 25, 2023

Great course easy to follow, very good notes, videos and guidance on how to complete the assignments. This is a great introduction course to begin your knowledge and training to be a Data Scientist.

UN

Reviewed Dec 30, 2022

This was my first introduction to Apache airflow and i found the course detailed and practical.

JP

Reviewed Sep 25, 2022

R​eally great introduction to Data warehouses, applications and operations inside them.

MM

Reviewed Jan 27, 2025

Overall the content was well structured. Just the final text was imo too guided, also the process of making and uploading all the screenshot was time consuming (read annoying).

SG

Reviewed Dec 24, 2019

One of the best course I completed on Coursera. All the learning material is well organised and easy to understand. Also the non-graded sections regarding relational databases are interesting.

DR

Reviewed Jun 3, 2022

Good introduction to Airflow and Kafka however only one airflow operator is explored

LA

Reviewed Jun 11, 2023

best course ,with a ver clear outline and enjoyable labs

Learner reviews across BI Foundations with SQL, ETL and Data Warehousing

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Course: Hands-on Introduction to Linux Commands and Shell Scripting
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Course: Hands-on Introduction to Linux Commands and Shell Scripting
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Course: Hands-on Introduction to Linux Commands and Shell Scripting
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Ryan
Course: Hands-on Introduction to Linux Commands and Shell Scripting
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Reviewed Dec 26, 2021Course: Hands-on Introduction to Linux Commands and Shell Scripting
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Course: Hands-on Introduction to Linux Commands and Shell Scripting
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Reviewed Jan 18, 2024Course: Hands-on Introduction to Linux Commands and Shell Scripting
James
Course: Hands-on Introduction to Linux Commands and Shell Scripting
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Course: Hands-on Introduction to Linux Commands and Shell Scripting
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Course: Hands-on Introduction to Linux Commands and Shell Scripting
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Course: Hands-on Introduction to Linux Commands and Shell Scripting
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Course: Hands-on Introduction to Linux Commands and Shell Scripting
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Reviewed Apr 1, 2023Course: Hands-on Introduction to Linux Commands and Shell Scripting
Hannes
Course: Hands-on Introduction to Linux Commands and Shell Scripting
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Reviewed Feb 14, 2022Course: Hands-on Introduction to Linux Commands and Shell Scripting
Mark
Course: Hands-on Introduction to Linux Commands and Shell Scripting
2.0
Reviewed Feb 19, 2022Course: Hands-on Introduction to Linux Commands and Shell Scripting