π ΠΡΠΊΡΡΡΡΠ²Π΅Π½Π½ΡΠΉ ΠΈΠ½ΡΠ΅Π»Π»Π΅ΠΊΡ ΠΈ ΠΊΠΎΠΌΠΏΡΡΡΠ΅ΡΠ½ΠΎΠ΅ Π·ΡΠ΅Π½ΠΈΠ΅. Π Π΅Π°Π»ΡΠ½ΡΠ΅ ΠΏΡΠΎΠ΅ΠΊΡΡ Π½Π° Python, Keras ΠΈ TensorFlow [2023] ΠΠΎΡΠ», ΠΠ°Π½Π΄ΠΆΡ, ΠΠ°Π·Π°ΠΌ
ΠΠ΅ΠΌ Π±Ρ Π²Ρ Π½ΠΈ Π±ΡΠ»ΠΈ β ΠΈΠ½ΠΆΠ΅Π½Π΅ΡΠΎΠΌ-ΠΏΡΠΎΠ³ΡΠ°ΠΌΠΌΠΈΡΡΠΎΠΌ, ΡΡΡΠ΅ΠΌΡΡΠΈΠΌΡΡ Π²ΠΎΠΉΡΠΈ Π² ΠΌΠΈΡ Π³Π»ΡΠ±ΠΎΠΊΠΎΠ³ΠΎ ΠΎΠ±ΡΡΠ΅Π½ΠΈΡ, ΠΎΠΏΡΡΠ½ΡΠΌ ΡΠΏΠ΅ΡΠΈΠ°Π»ΠΈΡΡΠΎΠΌ ΠΏΠΎ ΠΎΠ±ΡΠ°Π±ΠΎΡΠΊΠ΅ Π΄Π°Π½Π½ΡΡ ΠΈΠ»ΠΈ Π»ΡΠ±ΠΈΡΠ΅Π»Π΅ΠΌ, ΠΌΠ΅ΡΡΠ°ΡΡΠΈΠΌ ΡΠΎΠ·Π΄Π°ΡΡ Β«Π²ΠΈΡΡΡΠ½ΠΎΠ΅Β» ΠΏΡΠΈΠ»ΠΎΠΆΠ΅Π½ΠΈΠ΅ Ρ ΠΈΡΠΏΠΎΠ»ΡΠ·ΠΎΠ²Π°Π½ΠΈΠ΅ΠΌ ΠΠ, β Π½Π°Π²Π΅ΡΠ½ΡΠΊΠ° Π·Π°Π΄Π°Π²Π°Π»ΠΈΡΡ Π²ΠΎΠΏΡΠΎΡΠΎΠΌ: Ρ ΡΠ΅Π³ΠΎ Π½Π°ΡΠ°ΡΡ? ΠΡΠ°ΠΊΡΠΈΡΠ΅ΡΠΊΠΈΠ΅ ΠΏΡΠΈΠΌΠ΅ΡΡ ΠΈΠ· ΡΡΠΎΠΉ ΠΊΠ½ΠΈΠ³ΠΈ Π½Π°ΡΡΠ°Ρ Π²Π°Ρ ΡΠΎΠ·Π΄Π°Π²Π°ΡΡ ΠΏΡΠΈΠ»ΠΎΠΆΠ΅Π½ΠΈΡ Π³Π»ΡΠ±ΠΎΠΊΠΎΠ³ΠΎ ΠΎΠ±ΡΡΠ΅Π½ΠΈΡ Π΄Π»Ρ ΠΎΠ±Π»Π°ΡΠ½ΡΡ , ΠΌΠΎΠ±ΠΈΠ»ΡΠ½ΡΡ ΠΈ ΠΊΡΠ°Π΅Π²ΡΡ (edge) ΡΠΈΡΡΠ΅ΠΌ. ΠΡΠ»ΠΈ Π²Ρ Ρ ΠΎΡΠΈΡΠ΅ ΡΠΎΠ·Π΄Π°ΡΡ ΡΡΠΎ-ΡΠΎ Π½Π΅ΠΎΠ±ΡΡΠ½ΠΎΠ΅, ΠΏΠΎΠ»Π΅Π·Π½ΠΎΠ΅, ΠΌΠ°ΡΡΡΠ°Π±ΠΈΡΡΠ΅ΠΌΠΎΠ΅ ΠΈΠ»ΠΈ ΠΏΡΠΎΡΡΠΎ ΠΊΠ»Π°ΡΡΠ½ΠΎΠ΅ β ΡΡΠ° ΠΊΠ½ΠΈΠ³Π° Π΄Π»Ρ Π²Π°Ρ.
ΠΠ½ΠΎΠ³ΠΎΠ»Π΅ΡΠ½ΠΈΠΉ ΠΎΠΏΡΡ ΠΈΡΡΠ»Π΅Π΄ΠΎΠ²Π°Π½ΠΈΠΉ Π² ΠΎΠ±Π»Π°ΡΡΠΈ Π³Π»ΡΠ±ΠΎΠΊΠΎΠ³ΠΎ ΠΎΠ±ΡΡΠ΅Π½ΠΈΡ ΠΈ ΡΠ°Π·ΡΠ°Π±ΠΎΡΠΊΠΈ ΠΏΡΠΈΠ»ΠΎΠΆΠ΅Π½ΠΈΠΉ ΠΏΠΎΠ·Π²ΠΎΠ»ΡΡΡ Π°Π²ΡΠΎΡΠ°ΠΌ Π½Π°ΡΡΠΈΡΡ ΠΊΠ°ΠΆΠ΄ΠΎΠ³ΠΎ Π²ΠΎΠΏΠ»ΠΎΡΠ°ΡΡ ΠΈΠ΄Π΅ΠΈ Π² Π½Π΅ΡΡΠΎ Π½Π΅Π²Π΅ΡΠΎΡΡΠ½ΠΎΠ΅ ΠΈ Π½Π΅ΠΎΠ±Ρ ΠΎΠ΄ΠΈΠΌΠΎΠ΅ Π»ΡΠ΄ΡΠΌ Π² ΡΠ΅Π°Π»ΡΠ½ΠΎΠΌ ΠΌΠΈΡΠ΅.
π Practical Deep Learning for Cloud, Mobile, and Edge: Real-World AI & Computer-Vision Projects Using Python, Keras & TensorFlow [2019] Anirudh Koul, Siddha Ganju, Meher Kasam
Whether you're a software engineer aspiring to enter the world of deep learning, a veteran data scientist, or a hobbyist with a simple dream of making the next viral AI app, you might have wondered where to begin. This step-by-step guide teaches you how to build practical deep learning applications for the cloud, mobile, browsers, and edge devices using a hands-on approach. If your goal is to build something creative, useful, scalable, or just plain cool, this book is for you. Relying on decades of combined industry experience transforming deep learning research into award-winning applications, Anirudh Koul, Siddha Ganju, and Meher Kasam guide you through the process of converting an idea into something that people in the real world can use.
Train, tune, and deploy computer vision models with Keras, TensorFlow, Core ML, and TensorFlow Lite.
Develop AI for a range of devices including Raspberry Pi, Jetson Nano, and Google Coral.
Explore fun projects, from Silicon Valley's Not Hotdog app to 40+ industry case studies.