By Π€Π΅ΡΠ»ΠΈΡΡ ΠΠ½Π΄ΡΡ
ΠΡΠ° ΠΊΠ½ΠΈΠ³Π° ΠΏΡΠ΅Π΄ΡΡΠ°Π²Π»ΡΠ΅Ρ ΡΠΎΠ±ΠΎΠΉ ΠΏΡΠ°ΠΊΡΠΈΡΠ΅ΡΠΊΠΎΠ΅ ΡΡΠΊΠΎΠ²ΠΎΠ΄ΡΡΠ²ΠΎ, ΠΏΠΎΡΠ²ΡΡΠ΅Π½Π½ΠΎΠ΅ ΡΠ°Π±Π»ΠΎΠ½Π°ΠΌ ΠΏΡΠΎΠ΅ΠΊΡΠΈΡΠΎΠ²Π°Π½ΠΈΡ Π² ΠΎΠ±Π»Π°ΡΡΠΈ Π³Π»ΡΠ±ΠΎΠΊΠΎΠ³ΠΎ ΠΎΠ±ΡΡΠ΅Π½ΠΈΡ. ΠΠ½Π° ΠΎΡ Π²Π°ΡΡΠ²Π°Π΅Ρ ΠΊΠ»ΡΡΠ΅Π²ΡΠ΅ ΠΊΠΎΠ½ΡΠ΅ΠΏΡΠΈΠΈ ΠΈ ΠΌΠ΅ΡΠΎΠ΄Ρ, Π½Π΅ΠΎΠ±Ρ ΠΎΠ΄ΠΈΠΌΡΠ΅ Π΄Π»Ρ ΡΡΡΠ΅ΠΊΡΠΈΠ²Π½ΠΎΠ³ΠΎ ΠΏΡΠΈΠΌΠ΅Π½Π΅Π½ΠΈΡ ΠΌΠΎΠ΄Π΅Π»Π΅ΠΉ Π³Π»ΡΠ±ΠΎΠΊΠΎΠ³ΠΎ ΠΎΠ±ΡΡΠ΅Π½ΠΈΡ. ΠΠ°ΡΠ΅ΡΠΈΠ°Π» ΠΎΡΠΈΠ΅Π½ΡΠΈΡΠΎΠ²Π°Π½ Π½Π° ΡΠ°Π·ΡΠ°Π±ΠΎΡΡΠΈΠΊΠΎΠ² ΠΈ ΠΈΡΡΠ»Π΅Π΄ΠΎΠ²Π°ΡΠ΅Π»Π΅ΠΉ, ΡΡΡΠ΅ΠΌΡΡΠΈΡ ΡΡ ΡΠ»ΡΡΡΠΈΡΡ ΡΠ²ΠΎΠΈ Π½Π°Π²ΡΠΊΠΈ Π² ΡΠΎΠ·Π΄Π°Π½ΠΈΠΈ ΠΈ ΠΎΠΏΡΠΈΠΌΠΈΠ·Π°ΡΠΈΠΈ Π½Π΅ΠΉΡΠΎΠ½Π½ΡΡ ΡΠ΅ΡΠ΅ΠΉ. ΠΠ½ΠΈΠ³Π° ΠΏΡΠ΅Π΄Π»Π°Π³Π°Π΅Ρ ΡΡΡΡΠΊΡΡΡΠΈΡΠΎΠ²Π°Π½Π½ΡΠΉ ΠΏΠΎΠ΄Ρ ΠΎΠ΄ ΠΊ ΡΠ΅ΡΠ΅Π½ΠΈΡ ΡΠΈΠΏΠΎΠ²ΡΡ Π·Π°Π΄Π°Ρ, Ρ ΠΊΠΎΡΠΎΡΡΠΌΠΈ ΡΡΠ°Π»ΠΊΠΈΠ²Π°ΡΡΡΡ ΡΠΏΠ΅ΡΠΈΠ°Π»ΠΈΡΡΡ.
This book serves as a practical guide focused on design patterns within the field of deep learning. It covers essential concepts and methodologies required for the effective implementation of deep learning models. The content is aimed at developers and researchers looking to enhance their skills in building and optimizing neural networks. The book offers a structured approach to tackling common challenges encountered by specialists.