Udemy

AIoT Project: Naive Bayes based Smart Lighting

立即報名
  • 7,230 名學生
  • 更新於 5/2025
  • 可獲發證書
4.2
(59 個評分)
CTgoodjobs 嚴選優質課程,為職場人士提升競爭力。透過本站連結購買Udemy課程,本站將獲得推廣佣金,有助未來提供更多實用進修課程資訊給讀者。

課程資料

報名日期
全年招生
課程級別
學習模式
修業期
1 小時 43 分鐘
教學語言
英語
授課導師
Erwin Ouyang
證書
  • 可獲發
  • *證書的發放與分配,依課程提供者的政策及安排而定。
評分
4.2
(59 個評分)

課程簡介

AIoT Project: Naive Bayes based Smart Lighting

A project-based course to build an AIoT system from theory to prototype

Sample codes are provided for every project in this course.

You will receive a certificate of completion when finishing this course.

There is also Udemy 30 Day Money Back Guarantee, if you are not satisfied with this course.


This course teaches you how to build an AIoT system from theory to prototype particularly using Naive Bayes algorithm. This course is divided into three main parts. In the first part, you will learn about Naive Bayes classifier examples by hand. In the second part, you will learn about how to implement Naive Bayes classifier from scratch in Python and C. In the third part, you will learn about how to build an AIoT system based on Naive Bayes classifier and Arduino.

This is a project-based course. The main goal is to show you the complete flow how to build AIoT from theory to prototype. The point is to apply the concepts that you will learn in this course to your own projects. At the end of this course, you will be able to combine various kinds of knowledge that you may have studied at university, such as Artificial Intelligence, Programming, and Embedded System, in order to build the complete prototypes.

So, click the course button and see you inside the course.

課程章節

  • 12 個章節
  • 40 堂課
  • 第 1 章 Introduction
  • 第 2 章 === Part 1: Theory
  • 第 3 章 Naive Bayes Classifier by Hand (One Input Feature)
  • 第 4 章 Naive Bayes Classifier by Hand (Multiple Input Features)
  • 第 5 章 === Part 2: Modelling
  • 第 6 章 AI Light Bulb Modelling by Hand
  • 第 7 章 AI Light Bulb Modelling in Python
  • 第 8 章 AI Light Bulb Modelling in C
  • 第 9 章 === Part 3: Prototyping
  • 第 10 章 AI Light Bulb Prototyping in Arduino ESP32: Serial I/O, Sensors, LED
  • 第 11 章 AI Light Bulb Prototyping in Arduino ESP32: Wi-Fi, Telegram Bot
  • 第 12 章 Summary

課程內容

  • Naive Bayes classifier examples by hand
  • Implement Naive Bayes classifier from scratch in Python and C
  • Implement Naive Bayes classifier on microcontrollers
  • Build an AIoT system based on Naive Bayes classifier and Arduino


評價

  • D
    Dyg Khay
    5.0

    Very good for beginner in AI to apply in IoT project.

  • R
    Ron Stubbers
    4.0

    Great explanation in a very brief time.

  • S
    Sulochan Naik
    2.5

    good

  • C
    Chaouki Tadjine
    4.0

    it is fun to learn from this guy , enjoyed it

立即關注瀏覽更多

本網站使用Cookies來改善您的瀏覽體驗,請確定您同意及接受我們的私隱政策使用條款才繼續瀏覽。

我已閱讀及同意