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  • Process Mining

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


  • Status: Free Trial
    Free Trial
    U

    UniversitĆ  di Napoli Federico II

    Machine Learning e Data MiningĀ in R

    Skills you'll gain: Unsupervised Learning, Supervised Learning, R Programming, R (Software), Artificial Neural Networks, Transfer Learning, Machine Learning, Exploratory Data Analysis, Tidyverse (R Package), Deep Learning, Predictive Modeling, Ggplot2, Regression Analysis, Dimensionality Reduction, Data Analysis, Data Wrangling, Data Modeling

    4.9
    Rating, 4.9 out of 5 stars
    Ā·
    10 reviews

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • Status: Free
    Free
    C

    Coursera

    PySpark Foundations: Process, analyze, and summarize data

    Skills you'll gain: PySpark, Apache Spark, Data Visualization Software, Data Analysis, Exploratory Data Analysis, Data Cleansing, Data Processing, Data Manipulation, Big Data, Jupyter, Pandas (Python Package), People Analytics

    Intermediate Ā· Guided Project Ā· Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Advanced Methods in Machine Learning Applications

    Skills you'll gain: Model Evaluation, Unsupervised Learning, Applied Machine Learning, Dimensionality Reduction, Reinforcement Learning, Regression Analysis, Machine Learning, Data Mining, Machine Learning Algorithms, Random Forest Algorithm, Decision Tree Learning, Supervised Learning, Logistic Regression, Classification Algorithms

    Intermediate Ā· Course Ā· 1 - 3 Months

  • Status: Preview
    Preview
    S

    Starweaver

    Robotics Process Automation for Smart Manufacturing

    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

    Beginner Ā· Course Ā· 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    AI Workflow: AI in Production

    Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Cloud Deployment, Unit Testing, Docker (Software), Containerization, Kubernetes, AI Workflows, IBM Cloud, Microservices, Machine Learning, Responsible AI, Business Metrics, Natural Language Processing, Time Series Analysis and Forecasting, Data Science, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
    Ā·
    55 reviews

    Advanced Ā· Course Ā· 1 - 4 Weeks

  • C

    Coursera

    Machine/Deep Learning for Mining Quality Prediction-Enhanced

    Skills you'll gain: Exploratory Data Analysis, Model Evaluation, Data Preprocessing, Regression Analysis, Applied Machine Learning, Scikit Learn (Machine Learning Library), Data Analysis, Matplotlib, Random Forest Algorithm, Machine Learning, Data Visualization, Decision Tree Learning, Artificial Neural Networks, Deep Learning, Python Programming

    4.9
    Rating, 4.9 out of 5 stars
    Ā·
    7 reviews

    Beginner Ā· Guided Project Ā· Less Than 2 Hours

  • C

    Coursera

    Process Forms with AI Model in Power Automate

    Skills you'll gain: Email Automation, Microsoft Power Automate/Flow, Workflow Management, Microsoft Power Platform, Business Process Automation, Automation, Applicant Tracking Systems, Test Tools, Process Improvement, Microsoft 365

    Beginner Ā· Guided Project Ā· Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Applying Data Analytics in Accounting

    Skills you'll gain: Data Governance, Accounting, Data Management, Internal Controls, Internal Auditing, Control Objectives for Information and Related Technology (COBIT), Auditing, Financial Auditing, Fraud detection, Data Quality, Accounting Software, Data Integrity, Pandas (Python Package), Emerging Technologies, Data Analysis, Analytics, Automation, GitHub, Python Programming, Natural Language Processing

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    Ā·
    74 reviews

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    AI Workflow: Data Analysis and Hypothesis Testing

    Skills you'll gain: Data Visualization, Exploratory Data Analysis, Data Presentation, Probability Distribution, Statistical Hypothesis Testing, Dashboard, Data Analysis, Data Science, Probability & Statistics, Statistical Analysis, Jupyter, Matplotlib, Data Preprocessing, Data Cleansing, Pandas (Python Package), Statistical Inference, Statistics, Data Manipulation, Python Programming, Machine Learning

    4.3
    Rating, 4.3 out of 5 stars
    Ā·
    127 reviews

    Advanced Ā· Course Ā· 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Cluster Analysis in Data Mining

    Skills you'll gain: Unsupervised Learning, Data Mining, Applied Machine Learning, Machine Learning Algorithms, Model Evaluation, Statistical Methods, Algorithms, Data Structures, Data Visualization

    4.5
    Rating, 4.5 out of 5 stars
    Ā·
    408 reviews

    Mixed Ā· Course Ā· 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    AI Workflow: Business Priorities and Data Ingestion

    Skills you'll gain: Design Thinking, Data Science, Process Design, Strategic Thinking, Data Pipelines, Data Validation, Data Processing, Workflow Management, Data Cleansing, Data Quality, Business Priorities, NumPy, Machine Learning, Python Programming

    4.3
    Rating, 4.3 out of 5 stars
    Ā·
    188 reviews

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • Status: Preview
    Preview
    Y

    Yonsei University

    Hands-on Text Mining and Analytics

    Skills you'll gain: Text Mining, Data Preprocessing, Natural Language Processing, Classification Algorithms, Data Analysis, Java, Unsupervised Learning, Machine Learning Methods, Supervised Learning

    3.9
    Rating, 3.9 out of 5 stars
    Ā·
    40 reviews

    Intermediate Ā· Course Ā· 1 - 3 Months

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In summary, here are 10 of our most popular process mining courses

  • Machine Learning e Data MiningĀ in R:Ā UniversitĆ  di Napoli Federico II
  • PySpark Foundations: Process, analyze, and summarize data:Ā Coursera
  • Advanced Methods in Machine Learning Applications:Ā Johns Hopkins University
  • Robotics Process Automation for Smart Manufacturing :Ā Starweaver
  • AI Workflow: AI in Production:Ā IBM
  • Machine/Deep Learning for Mining Quality Prediction-Enhanced:Ā Coursera
  • Process Forms with AI Model in Power Automate:Ā Coursera
  • Applying Data Analytics in Accounting:Ā University of Illinois Urbana-Champaign
  • AI Workflow: Data Analysis and Hypothesis Testing:Ā IBM
  • Cluster Analysis in Data Mining:Ā University of Illinois Urbana-Champaign

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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