Process Mining Courses
Process mining courses can help you learn process discovery, conformance checking, and performance analysis. You can build skills in data extraction, visualization techniques, and identifying bottlenecks in workflows. Many courses introduce tools like ProM, Celonis, and Disco, which facilitate the analysis of event logs and support the optimization of business processes.
Popular Process Mining Courses and Certifications
University of Michigan
Skills you'll gain: Text Mining, Data Preprocessing, Natural Language Processing, Pandas (Python Package), Scikit Learn (Machine Learning Library), Classification Algorithms, Feature Engineering, Data Manipulation, Python Programming, Unsupervised Learning, Supervised Learning
University of Michigan
Skills you'll gain: JSON, Data Processing, Web Scraping, Restful API, Data Manipulation, Application Programming Interface (API), Data Persistence, Python Programming, Data Transformation, Data Structures, Data Collection
AI CERTs
Skills you'll gain: Model Evaluation, Digital Transformation, Geospatial Information and Technology, Environmental Regulations, Predictive Modeling, Advanced Analytics, Environment and Resource Management, Computer Vision, Environment Health And Safety, Environment, Supervised Learning, Operations, Workforce Development, Operations Management
Rutgers the State University of New Jersey
Skills you'll gain: Robotic Process Automation, Business Process Automation, Automation, Workflow Management, Artificial Intelligence, Accounting and Finance Software, Excel Macros, Emerging Technologies, Digital Transformation, Natural Language Processing, Data Manipulation, Unstructured Data, Scalability
Skills you'll gain: Robotic Process Automation, Automation, Manufacturing and Production, Manufacturing Processes, Internet Of Things, User Interface (UI), Systems Integration, Scalability, Development Environment, Artificial Intelligence
University of Colorado Boulder
Skills you'll gain: Data Mining, Data Warehousing, Data Pipelines, Data Preprocessing, Data Modeling, Data Management, Data Cleansing, Model Evaluation, Data Analysis, Data Transformation, Exploratory Data Analysis, Data Quality, Applied Machine Learning
Skills you'll gain: Prompt Engineering, AI Workflows, Automation, AI Enablement, AI Orchestration, Performance Measurement, Responsible AI, Generative AI, Process Optimization, Project Scoping, Scalability, Communication
University of California, Irvine
Skills you'll gain: Model Evaluation, Unsupervised Learning, Analysis, Regression Analysis, Statistical Analysis, Data Mining, Predictive Analytics, Anomaly Detection, Fraud detection, Machine Learning, Correlation Analysis, Probability & Statistics, Scatter Plots, Market Analysis, Classification Algorithms, Collaborative Software
University of Colorado Boulder
Skills you'll gain: Data Mining, Data Pipelines, Big Data, Analytical Skills, Data Analysis, Data Preprocessing, Applied Machine Learning, Ideation, Exploratory Data Analysis, Model Evaluation, Technical Writing, Technical Communication
University of Illinois Urbana-Champaign
Skills you'll gain: Data Mining, Big Data, Anomaly Detection, Text Mining, Unstructured Data, Exploratory Data Analysis, Spatial Analysis, Advanced Analytics, Image Analysis, Algorithms, Classification Algorithms, Information Privacy
Skills you'll gain: Stakeholder Engagement, Project Closure, Stakeholder Management, Risk Analysis, Stakeholder Communications, Project Risk Management, Project Planning, Stakeholder Analysis, Project Performance, Scheduling, Project Management Institute (PMI) Methodology, Risk Mitigation, Project Management, Project Coordination, Project Management Life Cycle, Communication Planning, Performance Metric, Team Management
Skills you'll gain: Responsible AI, No-Code Development, AI Enablement, Business Process Automation, Business Process, Data Management, Risk Mitigation, Return On Investment, Process Design, Key Performance Indicators (KPIs), Business Software, Business Transformation, Automation, Project Implementation, Performance Measurement, Data Cleansing, Project Management, Business Metrics, Data Storytelling, Dashboard
In summary, here are 10 of our most popular process mining courses
- Applied Text Mining in Python: University of Michigan
- Data Collection and Processing with Python: University of Michigan
- AI for Mining: AI CERTs
- Robotic Process Automation (RPA) in Accounting and Auditing: Rutgers the State University of New Jersey
- Robotics Process Automation for Smart Manufacturing : Starweaver
- Data Mining Pipeline: University of Colorado Boulder
- Applying GenAI Tools for Process Automation: SkillUp
- Cluster Analysis, Association Mining, and Model Evaluation: University of California, Irvine
- Data Mining Project: University of Colorado Boulder
- Pattern Discovery in Data Mining: University of Illinois Urbana-Champaign
