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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: Dashboard Creation
Status: Data Visualization
BeginnerSpecialization

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

Reviewed Jan 27, 2025
Course: Hands-on Introduction to Linux Commands and Shell Scripting

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).

Reviewed Dec 27, 2019
Course: Databases and SQL for Data Science with Python

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.

Reviewed Mar 30, 2023
Course: ETL and Data Pipelines with Shell, Airflow and Kafka

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.

Reviewed Dec 25, 2024
Course: Data Warehouse Fundamentals

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.

Reviewed Mar 19, 2022
Course: Hands-on Introduction to Linux Commands and Shell Scripting

Excellent course. I feel way more confident on scripting now. The clarity of the Ai instructor and the visuals were great. Well put together course. Thank you and Cheers!

Reviewed Apr 25, 2023
Course: Databases and SQL for Data Science with Python

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.

Reviewed Dec 30, 2022
Course: ETL and Data Pipelines with Shell, Airflow and Kafka

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

Reviewed Sep 25, 2022
Course: Data Warehouse Fundamentals

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

Reviewed Dec 7, 2023
Course: Hands-on Introduction to Linux Commands and Shell Scripting

Great material, support, quizzes and labs. I really understand how to start using this information in a practical way and far beyond what I know before. thx.

Reviewed Dec 24, 2019
Course: Databases and SQL for Data Science with Python

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.

Reviewed Jun 3, 2022
Course: ETL and Data Pipelines with Shell, Airflow and Kafka

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

Reviewed Jun 11, 2023
Course: Data Warehouse Fundamentals

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 ScriptingReviewed May 17, 2022Course: Hands-on Introduction to Linux Commands and Shell Scripting
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Course: Hands-on Introduction to Linux Commands and Shell ScriptingReviewed Jan 17, 2022Course: Hands-on Introduction to Linux Commands and Shell Scripting
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Course: Hands-on Introduction to Linux Commands and Shell ScriptingReviewed Mar 26, 2025Course: Hands-on Introduction to Linux Commands and Shell Scripting
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Course: Hands-on Introduction to Linux Commands and Shell ScriptingReviewed Aug 1, 2022Course: Hands-on Introduction to Linux Commands and Shell Scripting
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Course: Hands-on Introduction to Linux Commands and Shell ScriptingReviewed Jul 24, 2023Course: Hands-on Introduction to Linux Commands and Shell Scripting
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Course: Hands-on Introduction to Linux Commands and Shell ScriptingReviewed Mar 25, 2023Course: Hands-on Introduction to Linux Commands and Shell Scripting
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Course: Hands-on Introduction to Linux Commands and Shell ScriptingReviewed Feb 28, 2022Course: Hands-on Introduction to Linux Commands and Shell Scripting
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Course: Hands-on Introduction to Linux Commands and Shell ScriptingReviewed Jan 3, 2023Course: Hands-on Introduction to Linux Commands and Shell Scripting
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Course: Hands-on Introduction to Linux Commands and Shell ScriptingReviewed Jan 13, 2024Course: Hands-on Introduction to Linux Commands and Shell Scripting
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Course: Hands-on Introduction to Linux Commands and Shell ScriptingReviewed 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 ScriptingReviewed Jan 18, 2024Course: Hands-on Introduction to Linux Commands and Shell Scripting
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Course: Hands-on Introduction to Linux Commands and Shell ScriptingReviewed Mar 21, 2023Course: Hands-on Introduction to Linux Commands and Shell Scripting
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Course: Hands-on Introduction to Linux Commands and Shell ScriptingReviewed Aug 19, 2022Course: Hands-on Introduction to Linux Commands and Shell Scripting
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Course: Hands-on Introduction to Linux Commands and Shell ScriptingReviewed Dec 13, 2022Course: Hands-on Introduction to Linux Commands and Shell Scripting
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Course: Hands-on Introduction to Linux Commands and Shell ScriptingReviewed Oct 22, 2021Course: Hands-on Introduction to Linux Commands and Shell Scripting
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Course: Hands-on Introduction to Linux Commands and Shell ScriptingReviewed Apr 1, 2023Course: Hands-on Introduction to Linux Commands and Shell Scripting
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Course: Hands-on Introduction to Linux Commands and Shell ScriptingReviewed Feb 14, 2022Course: Hands-on Introduction to Linux Commands and Shell Scripting
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Course: Hands-on Introduction to Linux Commands and Shell ScriptingReviewed Feb 19, 2022Course: Hands-on Introduction to Linux Commands and Shell Scripting