Dự án
Embedded Python Course

Python & automation for embedded engineer

1st course plan

1. Introduction

  • Ground rule.
    • Teach in English.
    • Discuss in whatever language you want.
    • We aim to make a real tools which can be used in daily work. So be prepared for real tasks.
    • Code new thing in python. (Instead of fix an old tools written in perl, make or bash, most of the time it will be easier to dev new one in python)
  • Why should we learn python?
    • 1st programing language on github because of AI/ML trend.
    • Copilot support very well for python.
    • Easy to learn, maybe the most closed to human programming language.
  • How to learn basic python?
    • Ask AI: "Can you teach me python?"
  • How will we learn this course?
    • Hands on.
    • Ask AI to do the work and explain to us.

Khi còn làm một công việc full-time mình muốn đóng gói những kinh nghiệm và kiến thức của mình học được vào trong một khóa học.

Escape gate: 15m passive income or 2030.

How:

  • Dạy automation in automotive.
    • Propose với Bogdan & Radu.
  • Hướng dẫn Giang làm đồ án tốt nghiệp.

https://github.com/minhxuvi/python_automation_for_embedded_engineer (opens in a new tab)

Contents

Part 1.1

Part 1.2

Part 1.3

  • Requirement management. (Markdown, ReqIf...)
    • how to create a requirements traceability matrix report for a python project?
  • Diagrams. (SVG)
  • Pytest >> TestReport
  • Traceability

Part 2

Part 3

  • Mechanical design >> self-driving trike

Part 4

  • IoT >> Delivery system >> Final scope for this project.

Part 5

  • Maintain & Update by AI.

Part 6

  • To production.

References

Embedded system development environment

http://minh.xuvi.vn/projects/embedded-system-development-environment (opens in a new tab)

Python project

  • virtual environment
  • vscode config
  • pre-commit

C project

Jenkins

Python basic

Packaging python project

MongoDB database

Working with c project

Working with debugger

Self-driving bicycle

https://github.com/minhxuvi/python-project-template-generator (opens in a new tab) https://github.com/minhxuvi/python-project-template (opens in a new tab)

self-driving recumbent trikes Thứ mình cần làm là xây dựng lên một quy trình, chứ không phải là một dự án không.

Mình sẽ thực hành quy trình này đầu tiên là từ việc review lại cho dự án hiện tại. Tiếp theo là xây dựng một dự án mới.

https://github.com/users/minhxuvi/projects/2 (opens in a new tab)

Mình cần khởi tạo và build một dự án xe tự lái từ A-Z.

Standard Production quality

  • ASPICE
  • IATF16949 Functional safety
  • ISO26262 Security
  • ISO/SAE 21434 AUTOSAR

Học cách làm xe tự lái

self-driving recumbent trikes

Điều kiện cần

  • Python cơ bản
  • Biết cách dùng Numpy cơ bản

Tài liệu tham khảo

https://www.youtube.com/watch?v=PYFKGDfunfY (opens in a new tab) https://www.udemy.com/course/autonomous-cars-deep-learning-and-computer-vision-in-python (opens in a new tab)

Bài 1: Tìm vạch kẻ đường với openCV

Học từ cơ bản

Basic Embedded Microcontroller Embedded C Programming: Absolute Beginners | Udemy

Course repository

https://github.com/niekiran/Embedded-C/ (opens in a new tab)

Download PPT of this course from here

https://github.com/niekiran/Embedded-C/tree/master/ppt (opens in a new tab)

Embedded Systems Programming on ARM Cortex-M3/M4 Processor (Bestselling course on 'ARM Cortex Mx' Topic)

https://www.udemy.com/course/embedded-system-programming-on-arm-cortex-m3m4/?couponCode=FASTWEBMAR24 (opens in a new tab)

Mastering Microcontroller with Embedded Driver Development  (One of the most famous and bestselling course on 'Microcontrollers' Topic)

https://www.udemy.com/course/mastering-microcontroller-with-peripheral-driver-development/?couponCode=FASTWEBMAR24 (opens in a new tab)

Mastering Microcontroller : TIMERS,PWM,CAN,RTC,LOW POWER and STM32 device HAL APIs (Highest rated course on 'Microcontrollers' Topic )

https://www.udemy.com/course/microcontroller-programming-stm32-timers-pwm-can-bus-protocol/?couponCode=FASTWEBMAR24 (opens in a new tab)

[NEW COURSE] Mastering Microcontroller: STM32-LTDC, LCD-TFT, LVGL(MCU3)

https://www.udemy.com/course/mastering-microcontroller-stm32-ltdc-lcd-tft-lvgl/?couponCode=FASTWEBMAR24 (opens in a new tab)

Embedded System Design using UML State Machines

https://www.udemy.com/course/embedded-system-design-using-uml-state-machines/?couponCode=FASTWEBMAR24 (opens in a new tab)

Mastering RTOS: Hands on with FreeRTOS, Arduino and STM32Fx (Bestselling course on 'RTOS' Topic)

https://www.udemy.com/course/mastering-rtos-hands-on-with-freertos-arduino-and-stm32fx/?couponCode=FASTWEBMAR24 (opens in a new tab)

Mastering Microcontroller DMA programming for Beginners (Highest rated course on Embedded Systems )

https://www.udemy.com/course/microcontroller-dma-programming-fundamentals-to-advanced/?couponCode=FASTWEBMAR24 (opens in a new tab)

STM32Fx ARM Cortex Mx Custom Bootloader Development

https://www.udemy.com/course/stm32f4-arm-cortex-mx-custom-bootloader-development/?couponCode=FASTWEBMAR24 (opens in a new tab)

Embedded Linux Step by Step using Beaglebone Black (Bestselling course on 'Embedded Linux' Topic)

https://www.udemy.com/course/embedded-linux-step-by-step-using-beaglebone/?couponCode=FASTWEBMAR24 (opens in a new tab)

Linux device driver programming using Beaglebone Black(LDD1) (Bestselling course on 'Embedded Linux' Topic)

https://www.udemy.com/course/linux-device-driver-programming-using-beaglebone-black/?couponCode=FASTWEBMAR24 (opens in a new tab)

Prompt engineer

Develop a python tools to pull code from a github repository. Replace all the files inside that folder Open a pull request to another git repository.

Xây dựng quy trình

Tài liệu tham khảo

https://www.istqb.org/ (opens in a new tab)

Các tiêu chuẩn cho lĩnh vực automotive

  • Production quality
    • ASPICE
    • IATF16949
  • Functional safety
    • ISO26262
  • Security
    • ISO/SAE 21434
  • AUTOSAR

Các bước trong vòng đời một dự án

  • Lên ý tưởng
  • Định nghĩa
  • Lập kế hoạch
  • Thực thi
  • Đóng dự án

Các dự án open source đang theo dõi

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  • Neuralink
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  • CICD
  • Infrastructure as code
  • Cloud provider
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