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Machine learning algorithms and digital signal processing in coaching: creating adaptive data-driven support models

Proceeding
All-Russian Scientific and Practical Conference «Coaching and mentoring: theory and practice»
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Published in:
All-Russian Scientific and Practical Conference «Coaching and mentoring: theory and practice»
Authors:
Mansur E. Sibgatullin 1 , Iuliia I. Kochneva 1 , Venera G. Ismagilova 1
Work direction:
The essence of psychological security of the individual
Pages:
42-47
Received: 8 March 2025

Rating:
Article accesses:
197
Published in:
Информрегистр РИНЦ
1 Institut prikladnykh issledovanii Akademii nauk Respubliki Tatarstan
For citation:
Sibgatullin M. E., Kochneva I. I., & Ismagilova V. G. (2025). Machine learning algorithms and digital signal processing in coaching: creating adaptive data-driven support models. Coaching and mentoring: theory and practice, 42-47. Чебоксары: PH "Sreda".

Abstract

Coaching, which originated in twentieth-century sports, has become a universal discipline in business, education, and personal development. Digital technologies have expanded its capabilities through online platforms (Butterup, CoachHub), chatbots (Woebot) and analytics (Coachmetrix), increasing accessibility and efficiency. The article analyzes the evolution of coaching from Galvey's idea and Whitmore's GROW model to professionalization through ICF, evaluates modern technologies and identifies possible further development paths.

Funding Agency

Grant Number

References

  1. 1. BetterUp [Электронный ресурс]. – Режим доступа: https://www.betterup.com/ (дата обращения: 08.03.2025).
  2. 2. CoachHub [Электронный ресурс]. – Режим доступа: https://www.coachhub.com/ (дата обращения: 08.03.2025).
  3. 3. Coachmetrix [Электронный ресурс]. – Режим доступа: https://coachmetrix.com/ (дата обращения: 08.03.2025).
  4. 4. Gallwey W.T. The Inner Game of Tennis. 134 p.
  5. 5. International Coach Federation [Электронный ресурс]. – Режим доступа: https://coachingfederation.org/ (дата обращения: 08.03.2025).
  6. 6. Woebot [Электронный ресурс]. – Режим доступа: https://woebothealth.com/ (дата обращения: 08.03.2025).
  7. 7. Модель GROW, 4 вопроса для эффективного коучинга [Электронный ресурс]. – Режим доступа: https://humanskills.blog/ru/grow-model-for-coaching/ (дата обращения: 08.03.2025).
  8. 8. Шолле Ф. Глубокое обучение на Python / Ф. Шолле. – СПб.: Питер, 2023. – 576 с.

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