Download Udemy - AIoT Project - Naive Bayes based Smart Lighting Torrent

Torrent Contents Size: 1 GB

Udemy - AIoT Project - Naive Bayes based Smart Lighting

Bonus Resources.txt

TXT

102.4 B

Get Bonus Downloads Here.url

URL

204.8 B

~Get Your Files Here !

1 - Introduction

1. Prologue (Description).html

HTML

614.4 B

1. Prologue.en_US.srt

SRT

1.6 KB

1. Prologue.mp4

MP4

21.3 MB

2. Required Components.html

HTML

5.8 KB

3. Source Code.html

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

INO

6.6 KB

ai-light-bulb-c-arduino-esp32-serial-monitor

ai-light-bulb-c-arduino-esp32-serial-monitor.ino

INO

3.7 KB

esp32-devkit-arduino-bh1750

esp32-devkit-arduino-bh1750.ino

INO

614.4 B

esp32-devkit-arduino-ds1307

esp32-devkit-arduino-ds1307.ino

INO

819.2 B

esp32-devkit-arduino-led

esp32-devkit-arduino-led.ino

INO

307.2 B

esp32-devkit-arduino-oled-128x64

esp32-devkit-arduino-oled-128x64.ino

INO

921.6 B

section_11

ai-light-bulb-c-arduino-esp32-telegram-bot

ai-light-bulb-c-arduino-esp32-telegram-bot.ino

INO

12.6 KB

esp32-devkit-arduino-telegram-bot-echo

esp32-devkit-arduino-telegram-bot-echo.ino

INO

2 KB

esp32-devkit-arduino-telegram-bot-led

esp32-devkit-arduino-telegram-bot-led.ino

INO

3.2 KB

section_6

ai-light-bulb-1.ipynb

IPYNB

27 KB

ai-light-bulb-dataset.csv

CSV

512 B

section_7

ai-light-bulb-2.ipynb

IPYNB

15.2 KB

ai-light-bulb-dataset.csv

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

HTML

17.8 KB

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

HTML

18.2 KB

4 - Naive Bayes Classifier by Hand (Multiple Input Features)

10. Naive Bayes Example 2 (Description).html

HTML

819.2 B

10. Naive Bayes Example 2.en_US.srt

SRT

8.2 KB

10. Naive Bayes Example 2.mp4

MP4

41.2 MB

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

HTML

819.2 B

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

SRT

921.6 B

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

MP4

4.7 MB

12. Summary (Description).html

HTML

614.4 B

12. Summary.en_US.srt

SRT

716.8 B

12. Summary.mp4

MP4

2.4 MB

3. Naive Bayes with Multiple Input Feature (by Hand).html

HTML

17.7 KB

5 - === Part 2 Modelling

13. Welcome to Part 2 Modelling.html

HTML

5.6 KB

6 - AI Light Bulb Modelling by Hand

14. AI Light Bulb (Description).html

HTML

614.4 B

14. AI Light Bulb.en_US.srt

SRT

1 KB

14. AI Light Bulb.mp4

MP4

6.5 MB

15. Training Data (Description).html

HTML

716.8 B

15. Training Data.en_US.srt

SRT

1.9 KB

15. Training Data.mp4

MP4

8.6 MB

16. Build the Model (Description).html

HTML

819.2 B

16. Build the Model.en_US.srt

SRT

4.8 KB

16. Build the Model.mp4

MP4

17.1 MB

4. AI Light Bulb (by Hand).html

HTML

17.7 KB

7 - AI Light Bulb Modelling in Python

17. Required Programming Tools.html

HTML

5.8 KB

18. Data Preprocessing (Description).html

HTML

819.2 B

18. Data Preprocessing.en_US.srt

SRT

4.4 KB

18. Data Preprocessing.mp4

MP4

51.1 MB

19. Create Frequency Tables (Description).html

HTML

819.2 B

19. Create Frequency Tables.en_US.srt

SRT

1.6 KB

19. Create Frequency Tables.mp4

MP4

13 MB

20. The Solution to the Quiz (Create Frequency Tables).html

HTML

5.7 KB

21. Calculate Prior Probability (Description).html

HTML

819.2 B

21. Calculate Prior Probability.en_US.srt

SRT

1.2 KB

21. Calculate Prior Probability.mp4

MP4

15 MB

22. Calculate Likelihood (Description).html

HTML

716.8 B

22. Calculate Likelihood.en_US.srt

SRT

1.4 KB

22. Calculate Likelihood.mp4

MP4

13.9 MB

23. Calculate Posterior Probability (Description).html

HTML

819.2 B

23. Calculate Posterior Probability.en_US.srt

SRT

1.2 KB

23. Calculate Posterior Probability.mp4

MP4

11.8 MB

24. Summary (Description).html

HTML

614.4 B

24. Summary.en_US.srt

SRT

921.6 B

24. Summary.mp4

MP4

16.7 MB

8 - AI Light Bulb Modelling in C

25. Required Programming Tools.html

HTML

6 KB

26. Overview of Naive Bayes in C (Description).html

HTML

819.2 B

26. Overview of Naive Bayes in C.en_US.srt

SRT

3.4 KB

26. Overview of Naive Bayes in C.mp4

MP4

52.2 MB

27. Naive Bayes Functions in C (Description).html

HTML

819.2 B

27. Naive Bayes Functions in C.en_US.srt

SRT

3.3 KB

27. Naive Bayes Functions in C.mp4

MP4

48.4 MB

9 - === Part 3 Prototyping

28. Welcome to Part 3 Prototyping.html

HTML

5.8 KB

5. What is Naive Bayes (Description).html

HTML

716.8 B

5. What is Naive Bayes.en_US.srt

SRT

2 KB

5. What is Naive Bayes.mp4

MP4

8.7 MB

6. Naive Bayes Example 1 (Description).html

HTML

819.2 B

6. Naive Bayes Example 1.en_US.srt

SRT

6.7 KB

6. Naive Bayes Example 1.mp4

MP4

28.2 MB

7. The Naive Bayes Formula (Description).html

HTML

921.6 B

7. The Naive Bayes Formula.en_US.srt

SRT

1.2 KB

7. The Naive Bayes Formula.mp4

MP4

6.4 MB

8. Laplace Smoothing (Description).html

HTML

716.8 B

8. Laplace Smoothing.en_US.srt

SRT

1.8 KB

8. Laplace Smoothing.mp4

MP4

9.6 MB

9. Summary (Description).html

HTML

614.4 B

9. Summary.en_US.srt

SRT

307.2 B

9. Summary.mp4

MP4

2.4 MB

4. Welcome to Part 1 Theory.html

HTML

5.6 KB

40. Summary of the Course (Description).html

HTML

716.8 B

40. Summary of the Course.en_US.srt

SRT

1 KB

40. Summary of the Course.mp4

MP4

15.4 MB

36. Create a New Telegram Bot.html

HTML

6.1 KB

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

HTML

716.8 B

37. Wi-Fi and Telegram Bot.en_US.srt

SRT

5.7 KB

37. Wi-Fi and Telegram Bot.mp4

MP4

69.1 MB

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

HTML

716.8 B

38. Control an LED using Telegram Bot.en_US.srt

SRT

3.3 KB

38. Control an LED using Telegram Bot.mp4

MP4

55.2 MB

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

HTML

716.8 B

39. AI Light Bulb with Telegram Bot.en_US.srt

SRT

7.5 KB

39. AI Light Bulb with Telegram Bot.mp4

MP4

122.1 MB

29. Required Programming Tools.html

HTML

6 KB

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

HTML

716.8 B

30. AI Light Bulb with Serial Monitor I O.en_US.srt

SRT

4.9 KB

30. AI Light Bulb with Serial Monitor I O.mp4

MP4

87.4 MB

31. LED (Description).html

HTML

614.4 B

31. LED.en_US.srt

SRT

2.9 KB

31. LED.mp4

MP4

49 MB

32. BH1750 Light Sensor (Description).html

HTML

716.8 B

32. BH1750 Light Sensor.en_US.srt

SRT

3.4 KB

32. BH1750 Light Sensor.mp4

MP4

62 MB

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

HTML

716.8 B

33. DS1307 Real-Time Clock.en_US.srt

SRT

3.1 KB

33. DS1307 Real-Time Clock.mp4

MP4

53.9 MB

34. SSD1306 OLED Display (Description).html

HTML

716.8 B

34. SSD1306 OLED Display.en_US.srt

SRT

3.4 KB

34. SSD1306 OLED Display.mp4

MP4

54.6 MB

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

HTML

819.2 B

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

SRT

5.1 KB

35. AI Light Bulb with LED, Light Sensor, and Real-Time Clock.mp4

MP4

87.6 MB

ai-light-bulb-c-gcc.c

3.4 KB

Description

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Udemy - AIoT Project - Naive Bayes based Smart Lighting

Torrent Contents Size: 1 GB

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