For citations:

Kumar R., Sharma A. Machine learning in pet food: a comprehensive review of applications, challenges, and future directions. The Journal of Almaty Technological University. 2025;147(1):55-63. https://doi.org/10.48184/2304-568X-2025-1-55-63