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IBM Data Analytics with Excel and R

Prepare for the in-demand field of data analytics. In this program, you’ll learn high valued skills like Excel, Cognos Analytics, and R programming language to get job-ready in less than 3 months. Data analytics is a strategy-based science where data is analyzed to find trends, answer questions, shape business processes, and aid decision-making. This Professional Certificate focuses on data analysis using Microsoft Excel and R programming language. If you’re interested in using Python, please explore the IBM Data Analyst PC. This program will teach you the foundational data skills employers are seeking for entry level data analytics roles and will provide a portfolio of projects and a Professional Certificate from IBM to showcase your expertise to potential employers. You’ll learn the latest skills and tools used by professional data analysts and upon successful completion of this program, you will be able to work with Excel spreadsheets, Jupyter Notebooks, and R Studio to analyze data and create visualizations. You will also use the R programming language to complete the entire data analysis process, including data preparation, statistical analysis, data visualization, predictive modeling and creating interactive dashboards. Lastly, you’ll learn how to communicate your data findings and prepare a summary report. This program is ACE® and FIBAA recommended—when you complete, you can earn up to 15 college credits and 4 ECTS credits.

Status: Data Presentation
Status: Data Manipulation
BeginnerProfessional Certificate

Top reviews across IBM Data Analytics with Excel and R

Reviewed Jan 31, 2025
Course: Data Analytics Foundations: Turn Data into Insights

As a beginner, this course opened my eyes to understand that I've been involved in data analytics in the past without knowing. Its a strong foundation for beginners in the field of Data Analytics.

Reviewed Jun 12, 2022
Course: Excel for Data Analysis: Essential Skills & Techniques

Great introduction of basic excel concepts and how they can be used. The final project was simple and straight forward. I had some excel knowledge but this course taught be many more excel tools.

Reviewed Feb 18, 2026
Course: Data Visualization and Dashboards with Excel and Cognos

Good course, it was nice being introduced on how to use new software like IBM cognos analytics and googleonlooker . The AI grading system needs to corrected to ensure seamlessness for learners.

Reviewed Aug 3, 2023
Course: Assessment for Data Analysis and Visualization Foundations

Good course for beginner to learn about data visualization

Reviewed Aug 4, 2021
Course: Introduction to R Programming for Data Science

I​t was very useful course, I made good use of my free time during evenings, I like the fact that there is a project at the end

Reviewed Apr 11, 2023
Course: SQL for Data Science with R

it was great i learned a lot and also was useful for me to understand a lot in data science field ...Many Thanks

Reviewed Jul 23, 2022
Course: Data Analysis with R

Excellent content, very easy to coorealate with the practical world.

Reviewed May 13, 2023
Course: Data Visualization with R

great i learned alot and practice many things in a different way,thanks coursera

Reviewed Oct 21, 2023
Course: Data Science with R - Capstone Project

I had the best learning experience with this course

Reviewed May 3, 2023
Course: Data Analytics Foundations: Turn Data into Insights

A very structured course to give basic and useful insight to the world of data analysis. From zero, one absorbs the possible levels of details and requirements to get into the world of data analysis.

Reviewed Jul 29, 2025
Course: Excel for Data Analysis: Essential Skills & Techniques

Many of the commands explained in the videos or on the exercises are outdated, especially in the pivots section. I struggled to find its equivalent in Excel 365. Please update whatever is needed.

Reviewed Jan 20, 2022
Course: Data Visualization and Dashboards with Excel and Cognos

Familiarity with the powerful Cognus program was very good. If you continue this course, good things will surely happen to you. This was the third course I took and it was really great

Learner reviews across IBM Data Analytics with Excel and R

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Emily
Course: Data Analytics Foundations: Turn Data into InsightsReviewed Dec 20, 2020Course: Data Analytics Foundations: Turn Data into Insights
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Course: Data Analytics Foundations: Turn Data into InsightsReviewed Oct 22, 2020Course: Data Analytics Foundations: Turn Data into Insights
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Course: Data Analytics Foundations: Turn Data into InsightsReviewed Nov 12, 2020Course: Data Analytics Foundations: Turn Data into Insights
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Course: Data Analytics Foundations: Turn Data into InsightsReviewed Jun 8, 2021Course: Data Analytics Foundations: Turn Data into Insights
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Course: Data Analytics Foundations: Turn Data into InsightsReviewed Nov 16, 2020Course: Data Analytics Foundations: Turn Data into Insights
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Course: Data Analytics Foundations: Turn Data into InsightsReviewed Mar 10, 2022Course: Data Analytics Foundations: Turn Data into Insights
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Course: Data Analytics Foundations: Turn Data into InsightsReviewed Nov 3, 2020Course: Data Analytics Foundations: Turn Data into Insights
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Course: Data Analytics Foundations: Turn Data into InsightsReviewed Jun 5, 2021Course: Data Analytics Foundations: Turn Data into Insights
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Course: Data Analytics Foundations: Turn Data into InsightsReviewed May 4, 2023Course: Data Analytics Foundations: Turn Data into Insights
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Course: Data Analytics Foundations: Turn Data into InsightsReviewed Apr 28, 2025Course: Data Analytics Foundations: Turn Data into Insights
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Course: Data Analytics Foundations: Turn Data into InsightsReviewed Sep 21, 2020Course: Data Analytics Foundations: Turn Data into Insights
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Course: Data Analytics Foundations: Turn Data into InsightsReviewed Aug 12, 2021Course: Data Analytics Foundations: Turn Data into Insights
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Course: Data Analytics Foundations: Turn Data into InsightsReviewed Jan 6, 2022Course: Data Analytics Foundations: Turn Data into Insights
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Course: Data Analytics Foundations: Turn Data into InsightsReviewed May 26, 2021Course: Data Analytics Foundations: Turn Data into Insights
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Course: Data Analytics Foundations: Turn Data into InsightsReviewed Oct 25, 2020Course: Data Analytics Foundations: Turn Data into Insights
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Course: Data Analytics Foundations: Turn Data into InsightsReviewed Oct 8, 2020Course: Data Analytics Foundations: Turn Data into Insights