By ΠΡΠΎΡΠΈΠ· ΠΠΆ.
ΠΡΠΎΡΠΈΠ· ΠΠΆ., 2024, Π‘Π΅ΡΠΈΡ: O'RELLY
ΠΠ½ΠΈΠ³Π° ΠΏΠΎΡΠ²ΡΡΠ΅Π½Π° ΠΏΡΠ°ΠΊΡΠΈΡΠ΅ΡΠΊΠΎΠΌΡ ΠΏΡΠΈΠΌΠ΅Π½Π΅Π½ΠΈΡ ΠΈΡΠΊΡΡΡΡΠ²Π΅Π½Π½ΠΎΠ³ΠΎ ΠΈΠ½ΡΠ΅Π»Π»Π΅ΠΊΡΠ° ΠΈ ΠΌΠ°ΡΠΈΠ½Π½ΠΎΠ³ΠΎ ΠΎΠ±ΡΡΠ΅Π½ΠΈΡ Π² ΠΈΠ½ΠΆΠ΅Π½Π΅ΡΠ½ΠΎΠΉ ΠΏΡΠ°ΠΊΡΠΈΠΊΠ΅ ΠΈ Π±ΠΈΠ·Π½Π΅ΡΠ΅. Π Π½Π΅ΠΉ ΠΏΠΎΠ΄ΡΠΎΠ±Π½ΠΎ ΡΠ°ΡΡΠΌΠ°ΡΡΠΈΠ²Π°ΡΡΡΡ ΠΏΠΎΠΏΡΠ»ΡΡΠ½ΡΠ΅ Π°Π»Π³ΠΎΡΠΈΡΠΌΡ ΠΌΠ°ΡΠΈΠ½Π½ΠΎΠ³ΠΎ ΠΎΠ±ΡΡΠ΅Π½ΠΈΡ, ΠΎΠ±ΡΡΡΠ½ΡΠ΅ΡΡΡ, ΠΊΠΎΠ³Π΄Π° ΠΈΡ ΡΠ΅Π»Π΅ΡΠΎΠΎΠ±ΡΠ°Π·Π½ΠΎ ΠΈΡΠΏΠΎΠ»ΡΠ·ΠΎΠ²Π°ΡΡ. ΠΡΠΈΠ²Π΅Π΄Π΅Π½Ρ ΠΏΡΠΈΠΌΠ΅ΡΡ ΠΏΠΎΡΡΡΠΎΠ΅Π½ΠΈΡ ΠΌΠΎΠ΄Π΅Π»Π΅ΠΉ Π½Π° Python Ρ ΠΈΡΠΏΠΎΠ»ΡΠ·ΠΎΠ²Π°Π½ΠΈΠ΅ΠΌ Scikit-Learn, Π° ΡΠ°ΠΊΠΆΠ΅ ΡΠΎΠ·Π΄Π°Π½ΠΈΡ Π½Π΅ΠΉΡΠΎΠ½Π½ΡΡ ΡΠ΅ΡΠ΅ΠΉ Ρ ΠΏΠΎΠΌΠΎΡΡΡ Keras ΠΈ TensorFlow.
J. Proisy, 2024, Series: O'RELLY
This book focuses on the practical application of artificial intelligence and machine learning in engineering practice and business. It details popular machine learning algorithms and explains their appropriate use cases. Examples of building models in Python using Scikit-Learn are provided, along with the creation of neural networks via Keras and TensorFlow.