Industry 4.0 Course Catalog
Below is our curated Course/Reference Catalog. Begin your search using the filters below. Sort table by clicking on the header. Click or hover over course/resource name for more details. Indicates a certification is available for the course. Industry 4.0 Academy Disclaimer
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| Course/Resource | Topic | Subtopic | Level | Cost | Administered By |
|---|---|---|---|---|---|
| The 7 Quality Control (QC) Tools Explained with an Example! | Advanced Analytics | Foundations (Statistics & Excel) | Introductory | Free | YouTube/CQE Academy |
| The Analytics Edge | Advanced Analytics | Data Science | Intermediate | Free or Options | edX/MIT |
| Analyzing and Visualizing Data with Power BI | Advanced Analytics | Business Intelligence & Dashboards | Introductory | Free or Options | edX/Davidson College |
| Artificial Intelligence on edX | Advanced Analytics | Machine Learning/AI | Introductory through Expert | Free or Options | edX |
| Attribute Data Control Chart Examples!! How to select/create the P, NP, C and U Charts | Advanced Analytics | Foundations (Statistics & Excel) | Introductory | Free | YouTube/CQE Academy |
| R Commander Demo: Part 1 | Advanced Analytics | Data Science | Introductory | Free | YouTube/Peter Baker |
| R Commander Demo: Part 2 | Advanced Analytics | Data Science | Introductory | Free | YouTube/Peter Baker |
| R Commander Playlist | Advanced Analytics | Data Science | Introductory | Free | YouTube/Ramstatvid |
| CONTROL CHART BASICS and the X-BAR AND R CHART | Advanced Analytics | Foundations (Statistics & Excel) | Introductory | Free | YouTube/CQE Academy |
| Coursera Data Science Courses and Programs | Advanced Analytics | Data Science | Introductory through Expert | Free Trial or subscription | Coursera |
| Data Processing and Analysis with Excel | Advanced Analytics | Foundations (Statistics & Excel) | Intermediate | Free or Options | edX/RIT |
| Data Representation and Visualization in Tableau | Advanced Analytics | Business Intelligence & Dashboards | Intermediate | Free or Options | edX/RIT |
| Data Science: Visualization (R ) | Advanced Analytics | Data Science | Introductory | Free or Options | edX/Harvard |
| Deep Learning Specialization | Advanced Analytics | Machine Learning/AI | Introductory | Free or Options | Coursera/ Deep Learning AI/ Education Provider |
| EdX Data Science Courses and Programs | Advanced Analytics | Data Science | Introductory through Expert | Free or Options | edX |
| Excel Essential Training | Advanced Analytics | Foundations (Statistics & Excel) | Introductory | Subscription or purchase | LinkedIn Learning |
| Excel Linear Regression The EASY Way! | Advanced Analytics | Foundations (Statistics & Excel) | Introductory | Free | YouTube/MyOnlineTrainingHub |
| Excel Pivot Tables for Beginners | Advanced Analytics | Foundations (Statistics & Excel) | Introductory | Free or Options | LinkedIn Learning/Ludwig |
| Excel Tips and Tricks | Advanced Analytics | Foundations (Statistics & Excel) | Introductory | Subscription or purchase | LinkedIn Learning/Taylor |
| Generative AI for Everyone | Advanced Analytics | Machine Learning/AI | Introductory | None | Coursera/ Deep Learning/ Education Provider |
| Google AI for Anyone | Advanced Analytics | Machine Learning/AI | Introductory | Free or options | edX/Google |
| Harnessing Analytics to Drive Digital Transformation (from RIT Smart Manufacturing Webinar Series) | Advanced Analytics | Analytics Overview | Introductory | Free | Rochester Institute of Technology/Golisano Institute for Sustainability (RIT) |
| How to install R and R Commander on Windows | Advanced Analytics | Data Science | Introductory | Free | YouTube/University of Michigan |
| Information Visualization Specialization (Java Script) | Advanced Analytics | Data Science | Introductory | Free Trial or subscription | Coursera/NYU |
| Installing R and R Commander on a Mac | Advanced Analytics | Data Science | Introductory | Free | YouTube/University of Michigan |
| Intro to Analytic Thinking, Data Science, and Data Mining | Advanced Analytics | Data Science | Intermediate | Free Trial or subscription | Coursera/University of California-Irving |
| An Introduction to the ëR Commanderí: A Basic-Statistics Graphical User Interface (GUI) | Advanced Analytics | Data Science | Introductory | Free | Vanderbilt School of Medicine pdf |
| Learning Data Visualization | Advanced Analytics | Business Intelligence & Dashboards | Introductory | Subscription or purchase | LinkedIn Learning/Shander |
| Machine Learning on edX | Advanced Analytics | Machine Learning/AI | Introductory | Free or Options | edX |
| Minitab Education Hub | Advanced Analytics | Foundations (Statistics & Excel) | Introductory through Expert | Subscription | Minitab |
| OEE (Overall Equipment Effectiveness) ñ What is it and how to calculate it | Advanced Analytics | Business Intelligence & Dashboards | Introductory | Free | YouTube/CQE Academy |
| Power BI Essential Training | Advanced Analytics | Business Intelligence & Dashboards | Introductory | Subscription or purchase | LinkedIn Learning/von Courter |
| PROCESS CAPABILITY: Explaining Cp, Cpk, Pp, Ppk and HOW TO INTERPRET THOSE RESULTS | Advanced Analytics | Foundations (Statistics & Excel) | Introductory | Free | YouTube/CQE Academy |
| Python for Data Science Essential Training Part 1 | Advanced Analytics | Data Science | Intermediate to advanced | Subscription or purchase | LinkedIn Learning/Pierson |
| Python for Data Science Essential Training Part 2 | Advanced Analytics | Data Science | Intermediate to advanced | Subscription or purchase | LinkedIn Learning/Pierson |
| Six Sigma Advanced Analyze Phase | Advanced Analytics | Foundations (Statistics & Excel) | Introductory | Free Trial or subscription | Coursera/University System of Georgia |
| Statistics Foundations 4: Advanced Topics | Advanced Analytics | Foundations (Statistics & Excel) | Introductory | Subscription or purchase | LinkedIn Learning/ Davila |
| Strategic Business Analytics Specialization | Advanced Analytics | Business Intelligence & Dashboards | Advanced | Free Trial or subscription | Coursera/Essec Business School |
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Industry 4.0 Academy Disclaimer
The courses offered in this catalog are a curated collection of learning materials that provide an overview of Industry 4.0. It is designed to provide resources that businesses can use to understand and implement Industry 4.0, covering topics such as technology adoption, data utilization, and workforce development. While some of the course providers may provide a certification, the intent of this website is to provide information on knowledge-building opportunities. RIT provides no certification or degree credit for any of this content.
Some materials are free, while others require a fee. Neither RIT or the Center of Excellence in Advanced and Sustainable Manufacturing (COE-ASM) has received compensation from the organizations that have created and published the course materials. The Industry 4.0 Academy supports a COE-ASM initiative to advance the adoption of Industry 4.0 technologies and practices among manufacturers in New York State and is funded by the New York State Department of Economic Development.