Udemy - AIoT Project - Naive Bayes based Smart Lighting

CategoryOther
TypeTutorials
LanguageEnglish
Total size1 GB
Uploaded Byfreecoursewb

Downloads51
Last checkedJun. 01st '26
Date uploadedMay. 31st '26
Seeders 9
Leechers6

Infohash : A964A5CA197ACAB08FC613EBF5F8E8DB33DEF66B

AIoT Project: Naive Bayes based Smart Lighting

https://WebToolTip.com

Last updated 5/2025
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English + subtitle | Duration: 1h 43m | Size: 1.01 GB

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

What you'll learn
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

Requirements
Basic knowledge of Artificial Intelligence and IoT
Having some background in electronics and programming

                            Files: 
                            [ WebToolTip.com ] Udemy - AIoT Project - Naive Bayes based Smart Lighting

Get Bonus Downloads Here.url (0.2 KB)
~Get Your Files Here !1 - Introduction
1. Prologue (Description).html (0.6 KB)

1. Prologue.en_US.srt (1.6 KB)

1. Prologue.mp4 (21.3 MB)

2. Required Components.html (5.8 KB)

3. Source Code.html (5.4 KB)
aiot_naive_bayes_resourcesection_10ai-light-bulb-c-arduino-esp32-bh1750-ds1307
ai-light-bulb-c-arduino-esp32-bh1750-ds1307.ino (6.6 KB)
ai-light-bulb-c-arduino-esp32-serial-monitor
ai-light-bulb-c-arduino-esp32-serial-monitor.ino (3.7 KB)
esp32-devkit-arduino-bh1750
esp32-devkit-arduino-bh1750.ino (0.6 KB)
esp32-devkit-arduino-ds1307
esp32-devkit-arduino-ds1307.ino (0.8 KB)
esp32-devkit-arduino-led
esp32-devkit-arduino-led.ino (0.3 KB)
esp32-devkit-arduino-oled-128x64
esp32-devkit-arduino-oled-128x64.ino (0.9 KB)
section_11ai-light-bulb-c-arduino-esp32-telegram-bot
ai-light-bulb-c-arduino-esp32-telegram-bot.ino (12.6 KB)
esp32-devkit-arduino-telegram-bot-echo
esp32-devkit-arduino-telegram-bot-echo.ino (2.0 KB)
esp32-devkit-arduino-telegram-bot-led
esp32-devkit-arduino-telegram-bot-led.ino (3.2 KB)
section_6
ai-light-bulb-1.ipynb (27.0 KB)

ai-light-bulb-dataset.csv (0.5 KB)
section_7
ai-light-bulb-2.ipynb (15.2 KB)

ai-light-bulb-dataset.csv (0.5 KB)
section_8
ai-light-bulb-c-gcc.c (3.4 KB)
10 - AI Light Bulb Prototyping in Arduino ESP32 Serial I O, Sensors, LED
29. Required Programming Tools.html (6.0 KB)

30. AI Light Bulb with Serial Monitor I O (Description).html (0.7 KB)

30. AI Light Bulb with Serial Monitor I O.en_US.srt (4.9 KB)

30. AI Light Bulb with Serial Monitor I O.mp4 (87.4 MB)

31. LED (Description).html (0.6 KB)

31. LED.en_US.srt (2.9 KB)

31. LED.mp4 (49.0 MB)

32. BH1750 Light Sensor (Description).html (0.7 KB)

32. BH1750 Light Sensor.en_US.srt (3.4 KB)

32. BH1750 Light Sensor.mp4 (62.0 MB)

33. DS1307 Real-Time Clock (Description).html (0.7 KB)

33. DS1307 Real-Time Clock.en_US.srt (3.1 KB)

33. DS1307 Real-Time Clock.mp4 (53.9 MB)

34. SSD1306 OLED Display (Description).html (0.7 KB)

34. SSD1306 OLED Display.en_US.srt (3.4 KB)

34. SSD1306 OLED Display.mp4 (54.6 MB)

35. AI Light Bulb with LED, Light Sensor, and Real-Time Clock (Description).html (0.8 KB)

35. AI Light Bulb with LED, Light Sensor, and Real-Time Clock.en_US.srt (5.1 KB)

35. AI Light Bulb with LED, Light Sensor, and Real-Time Clock.mp4 (87.6 MB)
11 - AI Light Bulb Prototyping in Arduino ESP32 Wi-Fi, Telegram Bot
36. Create a New Telegram Bot.html (6.1 KB)

37. Wi-Fi and Telegram Bot (Description).html (0.7 KB)

37. Wi-Fi and Telegram Bot.en_US.srt (5.7 KB)

37. Wi-Fi and Telegram Bot.mp4 (69.1 MB)

38. Control an LED using Telegram Bot (Description).html (0.7 KB)

38. Control an LED using Telegram Bot.en_US.srt (3.3 KB)

38. Control an LED using Telegram Bot.mp4 (55.2 MB)

39. AI Light Bulb with Telegram Bot (Description).html (0.7 KB)

39. AI Light Bulb with Telegram Bot.en_US.srt (7.5 KB)

39. AI Light Bulb with Telegram Bot.mp4 (122.1 MB)
12 - Summary
40. Summary of the Course (Description).html (0.7 KB)

40. Summary of the Course.en_US.srt (1.0 KB)

40. Summary of the Course.mp4 (15.4 MB)
2 - === Part 1 Theory
4. Welcome to Part 1 Theory.html (5.6 KB)
3 - Naive Bayes Classifier by Hand (One Input Feature)
1. Conditional Probability.html (17.8 KB)

2. Naive Bayes with One Input Feature (by Hand).html (18.2 KB)

5. What is Naive Bayes (Description).html (0.7 KB)

5. What is Naive Bayes.en_US.srt (2.0 KB)

5. What is Naive Bayes.mp4 (8.7 MB)

6. Naive Bayes Example 1 (Description).html (0.8 KB)

6. Naive Bayes Example 1.en_US.srt (6.7 KB)

6. Naive Bayes Example 1.mp4 (28.2 MB)

7. The Naive Bayes Formula (Description).html (0.9 KB)

7. The Naive Bayes Formula.en_US.srt (1.2 KB)

7. The Naive Bayes Formula.mp4 (6.4 MB)

8. Laplace Smoothing (Description).html (0.7 KB)

8. Laplace Smoothing.en_US.srt (1.8 KB)

8. Laplace Smoothing.mp4 (9.6 MB)

9. Summary (Description).html (0.6 KB)

9. Summary.en_US.srt (0.3 KB)

9. Summary.mp4 (2.4 MB)
4 - Naive Bayes Classifier by Hand (Multiple Input Features)
10. Naive Bayes Example 2 (Description).html (0.8 KB)

10. Naive Bayes Example 2.en_US.srt (8.2 KB)

10. Naive Bayes Example 2.mp4 (41.2 MB)

11. The Naive Bayes Classifier Formula (Updated) (Description).html (0.8 KB)

11. The Naive Bayes Classifier Formula (Updated).en_US.srt (0.9 KB)

11. The Naive Bayes Classifier Formula (Updated).mp4 (4.7 MB)

12. Summary (Description).html (0.6 KB)

12. Summary.en_US.srt (0.7 KB)

12. Summary.mp4 (2.4 MB)

3. Naive Bayes with Multiple Input Feature (by Hand).html (17.7 KB)
5 - === Part 2 Modelling
13. Welcome to Part 2 Modelling.html (5.6 KB)
6 - AI Light Bulb Modelling by Hand
14. AI Light Bulb (Description).html (0.6 KB)

14. AI Light Bulb.en_US.srt (1.0 KB)

14. AI Light Bulb.mp4 (6.5 MB)

                                Code:
                            
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