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 Colorado Boulder
Skills you'll gain: Data Mining, Anomaly Detection, Unsupervised Learning, Supervised Learning, Classification Algorithms, Decision Tree Learning, Machine Learning Algorithms, Exploratory Data Analysis, Analysis, Machine Learning, Algorithms, Bayesian Statistics, Artificial Neural Networks, Model Evaluation
University of California, Irvine
Skills you'll gain: Extract, Transform, Load, Data Warehousing, Data Mining, Business Intelligence, Star Schema, Snowflake Schema, Data Modeling, Data Architecture, Unsupervised Learning, Data-Driven Decision-Making, Predictive Modeling, Big Data, Cloud Computing, Market Analysis, Regression Analysis, Classification Algorithms
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 California San Diego
Skills you'll gain: Linux Commands, Linux, Unix Commands, Linux Administration, Data Processing, Text Mining, Command-Line Interface, Data Manipulation, Unix, Scripting, Automation, File Management
Northeastern University
Skills you'll gain: Text Mining, Data Mining, Time Series Analysis and Forecasting, Classification Algorithms, Big Data, Artificial Neural Networks, Unstructured Data, Regression Analysis, Data Science, Machine Learning Algorithms, Supervised Learning, Feature Engineering, Unsupervised Learning, Analytics, Forecasting, Advanced Analytics, Deep Learning, Data Preprocessing, Predictive Analytics, Model Evaluation
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
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 Pipelines, Big Data, Analytical Skills, Data Analysis, Data Preprocessing, Applied Machine Learning, Ideation, Exploratory Data Analysis, Model Evaluation, Technical Writing, Technical Communication
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
University of Colorado System
Skills you'll gain: Natural Language Processing, Text Mining, Clinical Informatics, Clinical Documentation, Clinical Data Management, R Programming, Google Cloud Platform, Health Informatics, Unstructured Data, Data Processing
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
In summary, here are 10 of our most popular process mining courses
- Data Mining Methods: University of Colorado Boulder
- Data Warehousing and Business Intelligence: University of California, Irvine
- Cluster Analysis, Association Mining, and Model Evaluation: University of California, Irvine
- Linux Tools for Text Processing: University of California San Diego
- Machine Learning and Data Analytics Part 2: Northeastern University
- Data Collection and Processing with Python: University of Michigan
- Robotic Process Automation (RPA) in Accounting and Auditing: Rutgers the State University of New Jersey
- Robotics Process Automation for Smart Manufacturing : Starweaver
- Data Mining Project: University of Colorado Boulder
- Process Groups and Processes in Project Management: Microsoft
