Subject – Advanced Data Analytics Techniques for Process Mining
Industry – Process Mining
Introduction:
Welcome to the eLearning course on Advanced Data Preprocessing and Transformation, offered by T24Global Company. This course is designed specifically for students pursuing their M.Tech in Process Mining. In this course, we will explore the various techniques and methodologies involved in preprocessing and transforming data for process mining.
Process mining is a rapidly growing field that aims to extract knowledge from event logs recorded by information systems during the execution of business processes. It involves analyzing these event logs to gain insights into the actual behavior of processes, identify bottlenecks, and improve overall process efficiency. However, before we can apply process mining techniques to event logs, it is crucial to preprocess and transform the data to ensure its quality and suitability for analysis.
The objective of this course is to equip you with the necessary skills and knowledge to effectively preprocess and transform data for process mining purposes. We will cover a range of topics, including data cleaning, data integration, data transformation, and data reduction. By the end of this course, you will have a solid understanding of these concepts and be able to apply them in real-world scenarios.
Throughout the course, we will utilize various tools and software commonly used in the field of process mining, such as ProM and RapidMiner. These tools will provide you with hands-on experience in applying the preprocessing and transformation techniques covered in the course. Additionally, we will explore different data formats and structures commonly encountered in process mining, including event logs, transactional data, and process models.
This eLearning course is structured in a modular format, allowing you to progress at your own pace. Each module will consist of video lectures, interactive quizzes, and practical exercises to reinforce your understanding of the material. You will also have access to a dedicated discussion forum where you can interact with your peers and instructors, ask questions, and share your insights.
Whether you are a student pursuing your M.Tech in Process Mining or a professional looking to enhance your skills in data preprocessing and transformation for process mining, this course is designed to meet your needs. By the end of this course, you will have the necessary skills to effectively preprocess and transform data for process mining, enabling you to extract valuable insights and improve business processes.
We hope you find this eLearning course valuable and wish you success in your journey towards becoming an expert in Advanced Data Preprocessing and Transformation for Process Mining. Let’s get started!
NOTE – Post purchase, you can access your course at this URL – https://mnethhil.elementor.cloud/courses/advanced-data-preprocessing-and-transformation/ (copy URL)
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Lessons Included