Independent educational course
This course is independently authored for EasyTutorGuide. Explanations, examples, exercises, questions, and page text are original and are not copied from official documentation, books, commercial courses, or certification materials.
Library/project name
LightGBM is used only to identify the technology being taught. EasyTutorGuide does not use the project's logo and does not claim affiliation, sponsorship, ownership, certification, or endorsement.
Version changes
Software APIs change over time. The course teaches durable concepts and representative Python usage; learners should check current official documentation before production deployment.