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Meysam Parvizi 8ec15c8825 Minor changes
Remove the term "Industry Ready"
2023-08-03 16:00:27 +03:30
Meysam Parvizi 11b4c8e638 Update README.md 2023-08-03 15:31:18 +03:30
Meysam Parvizi 6f13c90f7d Update README.md 2023-08-02 14:48:29 +03:30
Meysam Parvizi 6e79f9f1b3 Update README.md 2023-08-02 13:27:54 +03:30
Meysam Parvizi 7783fcb88f Minor changes 2023-08-02 01:56:32 +03:30
Meysam Parvizi 19d2d522e9 Update README.md 2023-08-02 01:24:57 +03:30
Meysam Parvizi 81a1d2d03d Update README.md
Add Security & Cryptography
2023-08-02 01:17:09 +03:30
Meysam Parvizi c77f3fc47c Update README.md 2023-08-02 00:01:11 +03:30
Meysam Parvizi 3d90a4f057 Update README.md 2023-08-01 23:26:58 +03:30
Meysam Parvizi ce4a816095 Update README.md 2023-08-01 21:03:35 +03:30
Meysam Parvizi 765f809d82 Update README.md
Add Digital Signal Processing
2023-08-01 20:54:05 +03:30
Meysam Parvizi e86c2a3d6d Update README.md
Add RT-Thread
2023-08-01 13:14:05 +03:30
Meysam Parvizi a6f015a751 Update README.md
Update Embedded AI
2023-08-01 03:52:26 +03:30
Meysam Parvizi e83d205475 Update README.md 2023-07-31 21:50:53 +03:30
Meysam Parvizi 651d69b0a2 Update README.md
Add FreeRTOS and Zephyr
2023-07-31 21:48:07 +03:30
Meysam Parvizi 7ca183d679 Update README.md
Add Bootloader
2023-07-31 21:38:27 +03:30
Meysam Parvizi 7dd228bf51 Update README.md
Add all roadmap topics
2023-07-31 13:52:25 +03:30
Meysam Parvizi 735f309232 Update README.md 2023-07-31 13:01:56 +03:30
Meysam Parvizi 67e056564e Update README.md 2023-07-31 12:57:22 +03:30
Meysam Parvizi f691a05766 Minor changes 2023-07-31 12:53:39 +03:30
Meysam Parvizi 83e3d585f1 Update README.md 2023-07-31 12:52:50 +03:30
Meysam Parvizi abdea95830 Update README.md 2023-07-31 12:01:59 +03:30
Meysam Parvizi 78981869e5 Update README.md 2023-07-31 11:59:49 +03:30
Meysam Parvizi cea9490309 Minor change 2023-07-31 11:45:20 +03:30
Meysam Parvizi 40ec98eb6c Update README.md 2023-07-31 11:43:32 +03:30
Meysam Parvizi 206c129f9f Update README.md
Add Version Control
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Meysam Parvizi 75eb9c5f39 Update README.md
Add Build System
2023-07-31 11:11:56 +03:30
Meysam Parvizi 1cfad9c59a Update README.md 2023-07-31 03:13:20 +03:30
Meysam Parvizi 6313c63883 Update Roadmap
Add 'Embedded AI' 
Add 'UML' 
Add 'VxWorks' 
Add 'Qt'
2023-07-31 02:48:38 +03:30
Meysam Parvizi cf21153c09 Update README.md 2023-07-31 01:47:04 +03:30
Meysam Parvizi f41e5d3738 Update README.md
Add Programming Languages
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Meysam Parvizi a016955502 Update README.md
Add Algorithms & Data Structures
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Meysam Parvizi bf22f434ef Update README.md 2023-07-30 22:33:49 +03:30
Meysam Parvizi 42d3f0e325 Update README.md 2023-07-30 21:54:17 +03:30
Meysam Parvizi 65da788e53 Add resources for EMI / SI in PCB design 2023-07-30 13:58:44 +03:30
Meysam Parvizi a7bd324f45 Update README.md 2023-07-30 13:10:07 +03:30
Meysam Parvizi 23c671da4e Update README.md 2023-07-30 13:07:45 +03:30
Meysam Parvizi b1dce8cb2b Add 'The Art of Electronics' 2023-07-30 13:06:58 +03:30
Meysam Parvizi a9a9fc5f02 Update README.md 2023-07-30 13:00:25 +03:30
Meysam 37b3fc63f4 Add 'Encyclopedia of Electronic Components' 2023-07-30 12:51:36 +03:30
Meysam 2095451d43 Add some resources for hardware basics 2023-07-30 12:48:34 +03:30
Meysam c38b928765 Add Ben Eater 8-bit breadboard (#6) 2023-07-30 11:11:48 +03:30
Meysam 9bb1700f2a Add some Learning Resources 2023-07-30 00:05:26 +03:30
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# Embedded Systems Engineering Roadmap
This is a roadmap for those who want to build a career as an Embedded Developer or Embedded Engineer.
In order to assist beginners, steps have been taken to create a roadmap that is straightforward and easy to understand.
Topics in the roadmap are primarily selected based on open job requirements and organized according to my own experience.
This roadmap is designed to assist beginners aspiring to build a career as an Embedded Engineer / Developer. To provide comprehensive guidance, I have carefully selected the topics based on current open job requirements and organized them according to my personal experience.
If you think that this map can be improved in anyway, please start an issue or pull request. I’ll be maintaining and updating this repository frequently.
Becoming an embedded engineer requires a broad understanding of both software and hardware. If you are starting on this journey, you must be highly motivated and passionate to pursue this path. The field of embedded systems demands a solid understanding of hardware functionality. But, as the well-known saying goes, "Hardware is hard!". So, patience and passion are the essential qualities that will help you overcome the various challenges encountered along this journey.
The source file is created using [Microsoft Visio](https://office.com/visio) in `.vsdx` format and included in this repository for your contributions. If you do not have Microsoft Visio or you want to use free software, you can use [draw.io](https://draw.io) which can import and export `.vsdx` files.
## Roadmap
![Embedded Systems Engineering Roadmap](https://github.com/m3y54m/Embedded-Engineering-Roadmap/releases/download/Rev.J-2023-07-29/Embedded-Engineering-Roadmap.png)
![Embedded Systems Engineering Roadmap](https://github.com/m3y54m/Embedded-Engineering-Roadmap/releases/latest/download/Embedded-Engineering-Roadmap.png)
## Learning Resources
### ⭐️ Featured Material
#### Google
- [Searching is Your Super Power!](https://www.google.com)
#### Courses and Youtube Channels
- [Fastbit Embedded Brain Academy](https://fastbitlab.com/)
- [DigiKey YouTube Channel](https://www.youtube.com/@digikey)
- [Ben Eater YouTube Channel](https://www.youtube.com/@BenEater)
- [Phil’s Lab YouTube Channel](https://www.youtube.com/@PhilsLab)
#### Simulation
- [Wokwi - Online ESP32, STM32, Arduino Simulator](https://wokwi.com/)
#### Arduino
- [Arduino Language Reference](https://www.arduino.cc/reference/en/)
#### STM32
- [Getting Started with STM32 and Nucleo](https://youtube.com/playlist?list=PLEBQazB0HUyRYuzfi4clXsKUSgorErmBv)
#### 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/)
> **Note:** It is not necessary to read or watch all of the following materials,
> but it is important to study enough to have at least a basic understanding of each topic.
> Of course, the more you study and practice, the deeper and wider your knowledge will become.
> This will ultimately improve your skills as an engineer.
>
> Some the resources mentioned here will only be used as references. Refer to them only when you need them.
### Electronics Fundamentals
#### Basic Math & Calculus
- [Khan Academy - Calculus 1](https://www.khanacademy.org/math/calculus-1)
- [Calculus - Robert T Smith, Roland Minton](https://www.mheducation.com/highered/product/calculus-smith-minton/M9780073383118.html)
#### Electrical Circuits Basics
#### Electronic Components
- [#1099 How I learned electronics](https://youtu.be/Bgrubw6B_us)
- [Lessons in Electric Circuits](https://www.allaboutcircuits.com/textbook/)
- [Fundamentals of Electric Circuits - Charles K. Alexander, Matthew Sadiku](https://www.amazon.com/dp/1260226409?ref_=cm_sw_r_cp_ud_dp_Q11YHXNY2BK530RQZC4S)
- [Grob’s Basic Electronics - Mitchel E. Schultz](https://a.co/d/g1g73HV)
- [Make: Electronics: Learning by Discovery - Charles Platt](https://a.co/d/fbRoM1R)
- [Encyclopedia of Electronic Components - Charles Platt](https://a.co/d/83cSiU7)
- [The Art of Electronics - Paul Horowitz, Winfield Hill](https://artofelectronics.net/)
#### Digital Circuits & Logic Design
#### Computer Architecture
- [Build an 8-bit computer from scratch](https://eater.net/8bit/)
- [Computer Organization and Design: ARM Edition - David A. Patterson, John L. Hennessy](https://github.com/AbderrhmanAbdellatif/ComputerOrganization/blob/master/%5BThe%20Morgan%20Kaufmann%20Series%20in%20Computer%20Architecture%20and%20Design%5D%20David%20A.%20Patterson%2C%20John%20L.%20Hennessy%20-%20Computer%20Organization%20and%20Design_%20The%20Hardware%20Software%20Interface_%20ARM%20Edition%20(2016%2C%20Morgan%20Kaufmann).pdf)
- [Digital Design and Computer Architecture: ARM Edition - Sarah Harris, David Harris](https://a.co/d/4otoVvI)
- [Digital Design - Morris Mano](https://www.portcity.edu.bd/files/636444791235373856_Digitallogicdesign.pdf)
- [Embedded Systems Architecture - Tammy Noergaard](https://www.oreilly.com/library/view/embedded-systems-architecture/9780123821966/)
### Using Test Equipment
#### Multimeter
- [Learn How to Use a Multimeter!](https://youtu.be/4lAyzRxsbDc)
- [How to Use a Multimeter ](https://learn.sparkfun.com/tutorials/how-to-use-a-multimeter/all)
#### Logic Analyzer
- [Instrument Basics: Logic Analyzer](https://youtu.be/u1DYs2I-_lU)
#### Oscilloscope
- [What’s an OSCILLOSCOPE?](https://youtu.be/DgYGRtkd9Vs)
- [How to Use an Oscilloscope](https://youtu.be/u4zyptPLlJI)
- [How to use an oscilloscope / What is an oscilloscope / Oscilloscope tutorial](https://youtu.be/CzY2abWCVTY)
### Prototyping Skills
#### PCB Design
- [How To Learn PCB Design (My Thoughts, Journey, and Resources) - Phil's Lab #87](https://youtu.be/aODkA2mrimQ)
- [KiCad 6 STM32 PCB Design Full Tutorial - Phil's Lab #65](https://youtu.be/aVUqaB0IMh4)
- [Intro to KiCad](https://www.youtube.com/watch?v=vaCVh2SAZY4&list=PLEBQazB0HUyR24ckSZ5u05TZHV9khgA1O)
- [Altium Academy YouTube Channel](https://www.youtube.com/@AltiumAcademy)
- [Microcontroller-Based Hardware Design With Altium Designer](https://www.youtube.com/playlist?list=PL3aaAq2OJU5HcbClqrOhqBDozF7HmxV-s)
- [Robert Feranec YouTube Channel](https://www.youtube.com/@RobertFeranec)
- [PCB Design for EMI & SI - Phil's Lab #64](https://www.youtube.com/watch?v=VtzPL8wQ8-E)
- [PCB Design for Advanced Users](https://youtube.com/playlist?list=PL3aaAq2OJU5EWfYT_Z93tc9pBF_Sidba_)
#### Soldering
- [How To Solder - Electronics with Becky Stern | Digi-Key Electronics](https://www.youtube.com/watch?v=sS4v2hIFp9I)
- [HOW TO SOLDER! (Beginner's Guide)](https://www.youtube.com/watch?v=3jAw41LRBxU)
- [Soldering Crash Course: Basic Techniques, Tips and Advice!](https://www.youtube.com/watch?v=6rmErwU5E-k)
- [How to Solder Through-Hole Components - Another Teaching Moment | DigiKey Electronics](https://www.youtube.com/watch?v=DJH7VLGJ4fs)
- [How to Solder QFN MLF Package by Hand (Using a Hot Air Rework Station) | Digi-Key Electronics](https://youtu.be/X3Rc1s6EpSI)
- [From Solderless Breadboard to Soldered Circuit - Electronics with Becky Stern | Digi-Key Electronics](https://www.youtube.com/watch?v=F9Krq7seV1g)
#### Using Breadboards
- [Everything You Need to Know about Breadboards](https://www.youtube.com/watch?v=mE33WpRWrXs)
- [How to Use a Breadboard](https://youtu.be/6WReFkfrUIk)
### FPGA Design
- [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
#### Algorithms & Data Structures
- [Grokking Algorithms - Aditya Y. Bhargava ](https://www.manning.com/books/grokking-algorithms)
- [Introduction to Algorithms - Thomas H. Cormen, Charles E. Leiserson, Ronald L. Rivest and Clifford Stein](http://mitpress.mit.edu/9780262367509/introduction-to-algorithms/)
- [Data Structures in C](https://www.sanfoundry.com/c-programming-examples-data-structures/)
- [Data Structures - Full Course Using C and C++](https://www.youtube.com/watch?v=B31LgI4Y4DQ)
#### 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
- [Embedded System Design using UML State Machines](https://www.udemy.com/course/embedded-system-design-using-uml-state-machines/)
#### Memory Allocation
- [Understanding the C runtime memory model](https://www.youtube.com/watch?v=3F3lp_F2YpQ)
- [Dynamic Memory Allocation | C Programming Tutorial](https://www.youtube.com/watch?v=R0qIYWo8igs)
### Programming Languages
#### C
- [W3Schools C Tutorial](https://www.w3schools.com/c/index.php)
- [Microcontroller Embedded C Programming: Absolute Beginners](https://www.udemy.com/course/microcontroller-embedded-c-programming/)
- [The C Programming Language - Brian W. Kernighan, Dennis M. Ritchie ](https://www.amazon.com/dp/0131103628?ref_=cm_sw_r_cp_ud_dp_KRZ8M1WTXWVG0HMSRBXA)
- [C How to Program - Paul Deitel, Harvey Deitel ](https://deitel.com/c-how-to-program-9-e/)
- [Effective C - An Introduction to Professional C Programming - Robert C. Seacord](https://nostarch.com/Effective_C)
#### C++
- [C++ Tutorial for Beginners - Full Course](https://www.youtube.com/watch?v=vLnPwxZdW4Y)
- [C++ YouTube Playlist by The Cherno](https://youtube.com/playlist?list=PLlrATfBNZ98dudnM48yfGUldqGD0S4FFb)
- [C++ Concurrency in Action - Anthony Williams ](https://www.manning.com/books/c-plus-plus-concurrency-in-action)
#### Assembly
- [Assembly Language Programming with ARM – Full Tutorial for Beginners](https://www.youtube.com/watch?v=gfmRrPjnEw4)
#### Python
- [Real Python: Python Tutorials](https://realpython.com/)
- [Python Crash Course - Eric Matthes](https://a.co/d/hSMTJwE)
- [MicroPython - Python for microcontrollers](https://micropython.org/)
- [CircuitPython](https://circuitpython.org/)
#### Rust
- [The Embedded Rust Book](https://docs.rust-embedded.org/book/)
### Build System
#### GCC
#### Makefile
- [GCC and Make - Compiling, Linking and Building C/C++ Applications](https://www3.ntu.edu.sg/home/ehchua/programming/cpp/gcc_make.html)
#### CMake
- [How to CMake Good](https://youtube.com/playlist?list=PLK6MXr8gasrGmIiSuVQXpfFuE1uPT615s)
#### Bash Script
- [Bash scripting cheatsheet](https://devhints.io/bash)
- [Bash Scripting Tutorial for Beginners](https://www.youtube.com/watch?v=tK9Oc6AEnR4)
#### Docker
- [Introduction to Docker for the Embedded Developer](https://www.youtube.com/watch?v=Fz7ou-VBk-w)
### Version Control
#### Git
- [Git Tutorial for Beginners: Learn Git in 1 Hour](https://www.youtube.com/watch?v=8JJ101D3knE)
- [Git for Professionals Tutorial - Tools & Concepts for Mastering Version Control with Git](https://www.youtube.com/watch?v=Uszj_k0DGsg)
### Microcontrollers
- [Mastering STM32](https://leanpub.com/mastering-stm32)
#### GPIO
#### ADC
#### DAC
#### Timers
#### PWM
#### Interrupts
#### Watchdog
#### DMA
#### Power Management
#### Bootloader
- [How to Create a Super Simple Bootloader](https://www.youtube.com/watch?v=OkUQ3iMmiYQ&list=PLnMKNibPkDnEb1sphpdFJ3bR9dNy7S6mO)
- [STM32Fx Microcontroller Custom Bootloader Development](https://www.udemy.com/course/stm32f4-arm-cortex-mx-custom-bootloader-development/)
#### Functional Safety
- [Functional Safety According to ISO 26262 - Crash Course](https://www.udemy.com/course/iso-26262-crash-course/)
### Interfaces & Protocols
#### Common
#### Wireless
#### Industrial
#### High-Speed
#### Automotive
#### Network
#### Cellular
### Operating Systems
#### Operating System Fundamentals
- [Operating Systems: Three Easy Pieces - Remzi H Arpaci-Dusseau, Andrea C Arpaci-Dusseau](https://pages.cs.wisc.edu/~remzi/OSTEP/)
#### Embedded Linux
- [Introduction to Embedded Linux](https://youtube.com/playlist?list=PLEBQazB0HUyTpoJoZecRK6PpDG31Y7RPB)
##### Linux Kernel
- [The Linux Programming Interface - Michael Kerrisk](https://man7.org/tlpi/)
##### Linux Device Drivers
##### U-Boot
##### BuildRoot
##### Yocto
##### Qt
#### Real-Time OS
##### FreeRTOS
- [FreeRTOS - Market leading RTOS](https://www.freertos.org)
- [Introduction to RTOS](https://www.youtube.com/playlist?list=PLEBQazB0HUyQ4hAPU1cJED6t3DU0h34bz)
##### Zephyr
- [Zephyr® Project](https://www.zephyrproject.org/)
- [ESP32 on Zephyr OS](https://www.youtube.com/playlist?list=PLEQVp_6G_y4iFfemAbFsKw6tsGABarTwp)
##### NuttX
- [NuttX - The Apache Software Foundation!](https://nuttx.apache.org/)
- [Getting Started to NuttX](https://www.youtube.com/playlist?list=PLd73yQk5Fd8JEsVD-lhwYRQKVu6glfDa8)
##### RT-Thread
- [RT-Thread | An Open Source Embedded Real-time Operating System](https://www.rt-thread.io/)
- [RT-Thread Beginners Guide](https://youtube.com/playlist?list=PLXUV89C_M3G5KVw2IerI-pqApdSM_IaZo)
##### 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
#### DSP Fundamentals & Filter Design
- [FIR Filter Design and Software Implementation - Phil's Lab #17](https://www.youtube.com/watch?v=uNNNj9AZisM)
- [IIR Filters - Theory and Implementation (STM32) - Phil's Lab #32](https://www.youtube.com/watch?v=QRMe02kzVkA)
- [Digital Signal Processing (ECSE-4530) Lectures, Fall 2014](https://youtube.com/playlist?list=PLuh62Q4Sv7BUSzx5Jr8Wrxxn-U10qG1et)
- [Digital Signal Processing (DSP) From Ground Up in C](https://www.udemy.com/course/digital-signal-processing-dsp-from-ground-uptm-in-c/)
- [Real-Time Digital Signal Processing: Fundamentals, Implementations and Applications - Sen M. Kuo, Bob H. Lee, Wenshun Tian](https://www.wiley.com/en-us/Real+Time+Digital+Signal+Processing%3A+Fundamentals%2C+Implementations+and+Applications%2C+3rd+Edition-p-9781118414323)
- [Real-Time Digital Signal Processing from MATLAB to C with the TMS320C6x DSPs - Thad B. Welch, Cameron H.G. Wright, Michael G. Morrow](https://www.routledge.com/Real-Time-Digital-Signal-Processing-from-MATLAB-to-C-with-the-TMS320C6x/Welch-Wright-Morrow/p/book/9780367736453)
- [Digital Signal Processing - John G. Proakis, Dimitris K. Manolakis](https://a.co/d/75P5PiE)
- [Schaum's Outline of Signals and Systems - Hwei P. Hsu](https://www.mhprofessional.com/schaum-s-outline-of-signals-and-systems-fourth-edition-9781260454246-usa)
#### Discrete Fourier Transform / FFT
- [Discrete Fourier Transform - Simple Step by Step](https://www.youtube.com/watch?v=mkGsMWi_j4Q)
- [The Fast Fourier Transform (FFT): Most Ingenious Algorithm Ever?](https://youtu.be/h7apO7q16V0)
- [The FFT Algorithm - Simple Step by Step](https://www.youtube.com/watch?v=htCj9exbGo0)
#### Controls Systems / PID Control
- [Understanding Control Systems](https://youtube.com/playlist?list=PLn8PRpmsu08q8CE0pbZ-cSrMm_WYJfVGd)
- [PID Controller Explained](https://www.youtube.com/watch?v=fv6dLTEvl74)
- [Understanding PID Control](https://youtube.com/playlist?list=PLn8PRpmsu08pQBgjxYFXSsODEF3Jqmm-y)
- [PID Controller Implementation in Software - Phil's Lab #6](https://www.youtube.com/watch?v=zOByx3Izf5U)
- [Control Systems Engineering - Norman S. Nise](https://www.wiley.com/en-us/Control+Systems+Engineering%2C+8th+Edition-p-9781119474227)
- [Modern Control Systems - Richard C. Dorf, Robert H. Bishop](https://www.pearson.com/en-us/subject-catalog/p/modern-control-systems/P200000003484/9780137307098)
#### MATLAB / Simulink
- [MATLAB Tutorials: Getting Started with MATLAB](https://youtube.com/playlist?list=PL7CAABC40B2825C8B)
- [Getting Started with Simulink](https://youtube.com/playlist?list=PL484BA2AD3AE4C2D0)
- [MATLAB/SIMULINK Bible|Go From Zero to Hero!](https://www.udemy.com/course/matlabsimulink-biblego-from-zero-to-hero/)
### Debugging
#### JTAG / SWD
#### GDB
#### OpenOCD
### 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)
#### Integration Testing
#### SIL / HIL Testing
- [Embedded CI/CD with HIL Testing](https://youtube.com/playlist?list=PL4cGeWgaBTe1uwiqIAc6fwPzPpvgPZI2J)
### 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
#### Hash Algorithms
- [Cryptography and Network Security: Principles and Practice - William Stallings](https://www.pearson.com/en-us/subject-catalog/p/cryptography-and-network-security-principles-and-practice/P200000003477/9780135764213)
- [Serious Cryptography: A Practical Introduction to Modern Encryption - Jean-Philippe Aumasson](https://nostarch.com/seriouscrypto)
- [MOOC - Security Part2: Basics of cryptography](https://youtube.com/playlist?list=PLnMKNibPkDnFSFh57UFTZLpy-7lZiwTHh)
- [MOOC - Security Part3 : STM32 security features](https://youtube.com/playlist?list=PLnMKNibPkDnFzux3PHKUEi14ftDn9Cbm7)
#### Secure Boot
#### Secure Firmware Update
- [MOOC - Security Part4 : STM32 security in practice](https://youtube.com/playlist?list=PLnMKNibPkDnF0wt-ZI74SflnsBV4yKzkO)
- [MOOC - Security Part5 : How to define your security needs](https://youtube.com/playlist?list=PLnMKNibPkDnGqh5OmQWw98ztpf9TeczbC)
- [MOOC - Security Part6: STM32 security ecosystem, from theory to practice](https://youtube.com/playlist?list=PLnMKNibPkDnGd7J7fV7tr-4xIBwkNfD--)
## History
@@ -26,3 +422,9 @@ This work is licensed under a [Creative Commons Attribution-ShareAlike 4.0 Inter
## Acknowledgement
Special thanks to my friends in the community of Iranian Embedded Engineers in Twitter and [r/embedded](https://www.reddit.com/r/embedded) subreddit for their suggestions that helped in improving this roadmap.
## Contribution
If you think that this map can be improved in anyway, please start an issue or pull request. I’ll be maintaining and updating this repository frequently.
The source file is created using [Microsoft Visio](https://office.com/visio) in `.vsdx` format and included in this repository for your contributions. If you do not have Microsoft Visio or you want to use free software, you can use [draw.io](https://draw.io) which can import and export `.vsdx` files.