#python#artificial_intelligence#cloud_ml#computer_systems#courseware#deep_learning#edge_machine_learning#embedded_ml#machine_learning#machine_learning_systems#mobile_ml#textbook#tinyml
You can learn how to build real-world AI systems from start to finish with an open-source textbook originally from Harvard University. It teaches you not just how to train AI models but how to design scalable systems, manage data pipelines, deploy models in production, monitor them continuously, and optimize for devices like phones or IoT gadgets. This helps you become an engineer who can create efficient, reliable, and sustainable AI systems that work well in practice. The book offers hands-on labs, community support, and free online access, making it easier to gain practical skills in machine learning systems engineering.
https://github.com/harvard-edge/cs249r_book
Project Infinity X - Official | A14| Nothing Phone 2 (Pong)
📝 Details:
- Version: v1.6
- Device: #Pong
- Released: 25/10/24
⬇️ Download: Here
📖 Changelogs: Device | Source
📔 Instructions: Here
🎄 Device tree : Here
🖼 Screenshot : Here | Here
🆘 Support: Device
🏷 Tags: #AOSP#ROM#InfinityX#U#QPR3#Official
✍️ Note:
• Read changelogs
• OTA available
• Base firmware 2.6.0 is recommended
• Dirty flash possible from previous build
• Based on Qpr3 September Security Patch
• Dolby Atmos available
• Flash meteoric kernel for KSU support
• Nik gapps recommend for vanilla version
🏆 Credits:
- Chandu Dyavanapelli for DT Base
- Hellboy for kernel tree
- Fabian and Hellboy for Glyph Implementation
👤 Maintainer: @Ghosutox
🔔 Updates: @NothingPhone2Updates
🐙 Chat: @NothingPhone2
Project Infinity X - Official | A14| Nothing Phone 2 (Pong)
📝 Details:
- Version: v1.5
- Device: #Pong
- Released: 11/09/24
⬇️ Download: Here
📖 Changelogs: Device | Source
📔 Instructions: Here
🎄 Device tree : Here
🖼 Screenshot : Here | Here
🆘 Support: Device
🏷 Tags: #AOSP#ROM#InfinityX#U#QPR3#Official
✍️ Note:
• Read changelogs
• Base firmware 2.6.0 is recommended
• Dirty flash possible from previous build
• Based on Qpr3 September Security Patch
• Dolby Atmos available
• Flash meteoric kernel for KSU support
• Nik gapps recommend for vanilla version
🏆 Credits:
- Chandu Dyavanapelli for kernel & DT Base
- Fabian and Hellboy for Glyph Implementation
👤 Maintainer: @Ghosutox
🔔 Updates: @NothingPhone2Updates
🐙 Chat: @NothingPhone2
Project Infinity X - Official | A14| Nothing Phone 2 (Pong)
📝 Details:
- Version: v1.4
- Device: #Pong
- Released: 27/08/24
⬇️ Download: Here
📔 Instructions: Here
🎄 Device tree : Here
🖼 Screenshot : Here | Here
🆘 Support: Device
🏷 Tags: #AOSP#ROM#InfinityX#U#QPR3#Official
✍️ Note:
• Initial official release
• Base firmware 2.6.0 is recommended
• Clean flash mandatory
• Based on Qpr3 August Security Patch
• Dolby Atmos available
• Flash meteoric kernel for KSU support
• Nik gapps recommend for vanilla version
🏆 Credits:
- Chandu Dyavanapelli for kernel & DT Base
- Fabian and Hellboy for Glyph Implementation
👤 Maintainer: @Ghosutox
🔔 Updates: @NothingPhone2Updates
🐙 Chat: @NothingPhone2