| Bonus Resources.txt | 102.4 B | ||
| Get Bonus Downloads Here.url | 204.8 B | ||
| ~Get Your Files Here ! | |||
| 1 - Introduction | |||
| 1. Prologue (Description).html | 614.4 B | ||
| 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_resource | |||
| section_10 | |||
| ai-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 | 614.4 B | ||
| esp32-devkit-arduino-ds1307 | |||
| esp32-devkit-arduino-ds1307.ino | 819.2 B | ||
| esp32-devkit-arduino-led | |||
| esp32-devkit-arduino-led.ino | 307.2 B | ||
| esp32-devkit-arduino-oled-128x64 | |||
| esp32-devkit-arduino-oled-128x64.ino | 921.6 B | ||
| section_11 | |||
| ai-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 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 KB | ||
| ai-light-bulb-dataset.csv | 512 B | ||
| section_7 | |||
| ai-light-bulb-2.ipynb | 15.2 KB | ||
| ai-light-bulb-dataset.csv | 512 B | ||
| section_8 | |||
| 10 - AI Light Bulb Prototyping in Arduino ESP32 Serial I O, Sensors, LED | |||
| 11 - AI Light Bulb Prototyping in Arduino ESP32 Wi-Fi, Telegram Bot | |||
| 12 - Summary | |||
| 2 - === Part 1 Theory | |||
| 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 | ||
| 4 - Naive Bayes Classifier by Hand (Multiple Input Features) | |||
| 10. Naive Bayes Example 2 (Description).html | 819.2 B | ||
| 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 | 819.2 B | ||
| 11. The Naive Bayes Classifier Formula (Updated).en_US.srt | 921.6 B | ||
| 11. The Naive Bayes Classifier Formula (Updated).mp4 | 4.7 MB | ||
| 12. Summary (Description).html | 614.4 B | ||
| 12. Summary.en_US.srt | 716.8 B | ||
| 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 | 614.4 B | ||
| 14. AI Light Bulb.en_US.srt | 1 KB | ||
| 14. AI Light Bulb.mp4 | 6.5 MB | ||
| 15. Training Data (Description).html | 716.8 B | ||
| 15. Training Data.en_US.srt | 1.9 KB | ||
| 15. Training Data.mp4 | 8.6 MB | ||
| 16. Build the Model (Description).html | 819.2 B | ||
| 16. Build the Model.en_US.srt | 4.8 KB | ||
| 16. Build the Model.mp4 | 17.1 MB | ||
| 4. AI Light Bulb (by Hand).html | 17.7 KB | ||
| 7 - AI Light Bulb Modelling in Python | |||
| 17. Required Programming Tools.html | 5.8 KB | ||
| 18. Data Preprocessing (Description).html | 819.2 B | ||
| 18. Data Preprocessing.en_US.srt | 4.4 KB | ||
| 18. Data Preprocessing.mp4 | 51.1 MB | ||
| 19. Create Frequency Tables (Description).html | 819.2 B | ||
| 19. Create Frequency Tables.en_US.srt | 1.6 KB | ||
| 19. Create Frequency Tables.mp4 | 13 MB | ||
| 20. The Solution to the Quiz (Create Frequency Tables).html | 5.7 KB | ||
| 21. Calculate Prior Probability (Description).html | 819.2 B | ||
| 21. Calculate Prior Probability.en_US.srt | 1.2 KB | ||
| 21. Calculate Prior Probability.mp4 | 15 MB | ||
| 22. Calculate Likelihood (Description).html | 716.8 B | ||
| 22. Calculate Likelihood.en_US.srt | 1.4 KB | ||
| 22. Calculate Likelihood.mp4 | 13.9 MB | ||
| 23. Calculate Posterior Probability (Description).html | 819.2 B | ||
| 23. Calculate Posterior Probability.en_US.srt | 1.2 KB | ||
| 23. Calculate Posterior Probability.mp4 | 11.8 MB | ||
| 24. Summary (Description).html | 614.4 B | ||
| 24. Summary.en_US.srt | 921.6 B | ||
| 24. Summary.mp4 | 16.7 MB | ||
| 8 - AI Light Bulb Modelling in C | |||
| 25. Required Programming Tools.html | 6 KB | ||
| 26. Overview of Naive Bayes in C (Description).html | 819.2 B | ||
| 26. Overview of Naive Bayes in C.en_US.srt | 3.4 KB | ||
| 26. Overview of Naive Bayes in C.mp4 | 52.2 MB | ||
| 27. Naive Bayes Functions in C (Description).html | 819.2 B | ||
| 27. Naive Bayes Functions in C.en_US.srt | 3.3 KB | ||
| 27. Naive Bayes Functions in C.mp4 | 48.4 MB | ||
| 9 - === Part 3 Prototyping | |||
| 28. Welcome to Part 3 Prototyping.html | 5.8 KB | ||
| 5. What is Naive Bayes (Description).html | 716.8 B | ||
| 5. What is Naive Bayes.en_US.srt | 2 KB | ||
| 5. What is Naive Bayes.mp4 | 8.7 MB | ||
| 6. Naive Bayes Example 1 (Description).html | 819.2 B | ||
| 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 | 921.6 B | ||
| 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 | 716.8 B | ||
| 8. Laplace Smoothing.en_US.srt | 1.8 KB | ||
| 8. Laplace Smoothing.mp4 | 9.6 MB | ||
| 9. Summary (Description).html | 614.4 B | ||
| 9. Summary.en_US.srt | 307.2 B | ||
| 9. Summary.mp4 | 2.4 MB | ||
| 4. Welcome to Part 1 Theory.html | 5.6 KB | ||
| 40. Summary of the Course (Description).html | 716.8 B | ||
| 40. Summary of the Course.en_US.srt | 1 KB | ||
| 40. Summary of the Course.mp4 | 15.4 MB | ||
| 36. Create a New Telegram Bot.html | 6.1 KB | ||
| 37. Wi-Fi and Telegram Bot (Description).html | 716.8 B | ||
| 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 | 716.8 B | ||
| 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 | 716.8 B | ||
| 39. AI Light Bulb with Telegram Bot.en_US.srt | 7.5 KB | ||
| 39. AI Light Bulb with Telegram Bot.mp4 | 122.1 MB | ||
| 29. Required Programming Tools.html | 6 KB | ||
| 30. AI Light Bulb with Serial Monitor I O (Description).html | 716.8 B | ||
| 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 | 614.4 B | ||
| 31. LED.en_US.srt | 2.9 KB | ||
| 31. LED.mp4 | 49 MB | ||
| 32. BH1750 Light Sensor (Description).html | 716.8 B | ||
| 32. BH1750 Light Sensor.en_US.srt | 3.4 KB | ||
| 32. BH1750 Light Sensor.mp4 | 62 MB | ||
| 33. DS1307 Real-Time Clock (Description).html | 716.8 B | ||
| 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 | 716.8 B | ||
| 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 | 819.2 B | ||
| 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 | ||
| ai-light-bulb-c-gcc.c | 3.4 KB |
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
All Comments