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Update Embedded AI
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Meysam Parvizi
2023-08-01 03:52:26 +03:30
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@@ -12,6 +12,10 @@ Becoming an embedded engineer requires a broad understanding of both software an
### ⭐️ Featured Material
#### Google
- [Searching is Your Super Power!](https://www.google.com)
#### Courses and Youtube Channels
- [Fastbit Embedded Brain Academy](https://fastbitlab.com/)
@@ -31,7 +35,7 @@ Becoming an embedded engineer requires a broad understanding of both software an
- [Getting Started with STM32 and Nucleo](https://youtube.com/playlist?list=PLEBQazB0HUyRYuzfi4clXsKUSgorErmBv)
#### Websites
#### Educational Websites
- [SparkFun Learn: Learn at SparkFun Electronics](https://learn.sparkfun.com/)
- [Random Nerd Tutorials | Learn ESP32, ESP8266, Arduino, and Raspberry Pi](https://randomnerdtutorials.com/)
@@ -119,6 +123,10 @@ Becoming an embedded engineer requires a broad understanding of both software an
- [Introduction to FPGA](https://youtube.com/playlist?list=PLEBQazB0HUyT1WmMONxRZn9NmQ_9CIKhb)
- [FPGA Fundamentals](https://nandland.com/fpga-101/)
- [FPGA Embedded Design, Part 1 - Verilog](https://www.udemy.com/course/fpga-embedded-design-verilog/)
- [FPGA Embedded Design, Part 2 - Basic FPGA Training](https://www.udemy.com/course/fpga-embedded-design-fpgas/)
- [FPGA Embedded Design, Part 3 - EDA Tools](https://www.udemy.com/course/fpga-embedded-design-eda-tools/)
- [FPGA Embedded Design, Part 4 - Microprocessor Design](https://www.udemy.com/course/fpga-embedded-design-cpu/)
### Programming Fundamentals
@@ -131,6 +139,7 @@ Becoming an embedded engineer requires a broad understanding of both software an
#### Design Patterns
- [Embedded Systems State Machines & Data Structures](https://www.udemy.com/course/embedded-systems-state-machines-data-structures-like-a-pro/)
- [Design Patterns for Embedded Systems in C - Bruce Powel Douglass](https://www.oreilly.com/library/view/design-patterns-for/9781856177078/)
#### State Machines / UML
@@ -228,6 +237,7 @@ Becoming an embedded engineer requires a broad understanding of both software an
#### Functional Safety
- [Functional Safety According to ISO 26262 - Crash Course](https://www.udemy.com/course/iso-26262-crash-course/)
### Operating Systems
@@ -268,10 +278,16 @@ Becoming an embedded engineer requires a broad understanding of both software an
##### NuttX
- [NuttX - The Apache Software Foundation!](https://nuttx.apache.org/)
- [Getting Started to NuttX](https://www.youtube.com/playlist?list=PLd73yQk5Fd8JEsVD-lhwYRQKVu6glfDa8)
##### QNX
- [BlackBerry QNX: Embedded OS, Support, and Services](https://blackberry.qnx.com/en)
##### VxWorks
- [VxWorks | Industry Leading RTOS for Embedded Systems](https://www.windriver.com/products/vxworks)
### Digital Signal Processing
@@ -295,6 +311,8 @@ Becoming an embedded engineer requires a broad understanding of both software an
### Testing
- [Intro to CI/CD](https://youtu.be/1nxGcfIm-TU)
#### Unit Testing
- [Embedded C/C++ Unit Testing with Mocks](https://interrupt.memfault.com/blog/unit-test-mocking)
@@ -307,12 +325,23 @@ Becoming an embedded engineer requires a broad understanding of both software an
### Embedded AI
- [Intro to Edge AI: Machine Learning + IoT – Maker.io Tutorial | Digi-Key Electronics](https://www.youtube.com/watch?v=Ejld8XZmvwE)
#### AI/ML Basics
- [Getting Started with Embedded AI | Edge AI](https://www.udemy.com/course/getting-started-with-embedded-ai-hands-on-experience/)
#### TensorFlow
- [Getting Started with TensorFlow and Keras – Maker.io | Digi-Key Electronics](https://www.youtube.com/watch?v=HCG3hFe1KYY)
- [Intro to TensorFlow Lite Part 1: Wake Word Feature Extraction – Maker.io | Digi-Key Electronics](https://www.youtube.com/watch?v=0fn7pj7Dutc)
- [Intro to TensorFlow Lite Part 2: Speech Recognition Model Training – Maker.io | Digi-Key Electronics](https://www.youtube.com/watch?v=yv_WVwr6OkI)
#### tinyML
- [Intro to TinyML Part 1: Training a Neural Network for Arduino in TensorFlow | Digi-Key Electronics](https://www.youtube.com/watch?v=BzzqYNYOcWc)
- [Intro to TinyML Part 2: Deploying a TensorFlow Lite Model to Arduino | Digi-Key Electronics](https://www.youtube.com/watch?v=dU01M61RW8s)
### Security & Cryptography
#### Cryptographic Algorithms