Filename Size 1. Introduction/1. Prologue.mp4 21.3 MB 1. Introduction/1. Prologue.srt 1.8 KB 1. Introduction/2. Required Components.html 426 B 1. Introduction/3. Source Code.html 85 B 1. Introduction/3.1 aiot_naive_bayes_resource.rar 21 KB 10. AI Light Bulb Prototyping in Arduino ESP32 Serial IO, Sensors, LED/1. Required Programming Tools.html 628 B 10. AI Light Bulb Prototyping in Arduino ESP32 Serial IO, Sensors, LED/2. AI Light Bulb with Serial Monitor IO.mp4 87.4 MB 10. AI Light Bulb Prototyping in Arduino ESP32 Serial IO, Sensors, LED/2. AI Light Bulb with Serial Monitor IO.srt 5.6 KB 10. AI Light Bulb Prototyping in Arduino ESP32 Serial IO, Sensors, LED/3. LED.mp4 49 MB 10. AI Light Bulb Prototyping in Arduino ESP32 Serial IO, Sensors, LED/3. LED.srt 3.3 KB 10. AI Light Bulb Prototyping in Arduino ESP32 Serial IO, Sensors, LED/4. BH1750 Light Sensor.mp4 62 MB 10. AI Light Bulb Prototyping in Arduino ESP32 Serial IO, Sensors, LED/4. BH1750 Light Sensor.srt 3.8 KB 10. AI Light Bulb Prototyping in Arduino ESP32 Serial IO, Sensors, LED/5. DS1307 Real-Time Clock.mp4 53.9 MB 10. AI Light Bulb Prototyping in Arduino ESP32 Serial IO, Sensors, LED/5. DS1307 Real-Time Clock.srt 3.5 KB 10. AI Light Bulb Prototyping in Arduino ESP32 Serial IO, Sensors, LED/6. SSD1306 OLED Display.mp4 54.6 MB 10. AI Light Bulb Prototyping in Arduino ESP32 Serial IO, Sensors, LED/6. SSD1306 OLED Display.srt 3.8 KB 10. AI Light Bulb Prototyping in Arduino ESP32 Serial IO, Sensors, LED/7. AI Light Bulb with LED, Light Sensor, and Real-Time Clock.mp4 87.6 MB 10. AI Light Bulb Prototyping in Arduino ESP32 Serial IO, Sensors, LED/7. AI Light Bulb with LED, Light Sensor, and Real-Time Clock.srt 5.9 KB 11. AI Light Bulb Prototyping in Arduino ESP32 Wi-Fi, Telegram Bot/1. Create a New Telegram Bot.html 779 B 11. AI Light Bulb Prototyping in Arduino ESP32 Wi-Fi, Telegram Bot/2. Wi-Fi and Telegram Bot.mp4 69.1 MB 11. AI Light Bulb Prototyping in Arduino ESP32 Wi-Fi, Telegram Bot/2. Wi-Fi and Telegram Bot.srt 6.5 KB 11. AI Light Bulb Prototyping in Arduino ESP32 Wi-Fi, Telegram Bot/3. Control an LED using Telegram Bot.mp4 55.2 MB 11. AI Light Bulb Prototyping in Arduino ESP32 Wi-Fi, Telegram Bot/3. Control an LED using Telegram Bot.srt 3.7 KB 11. AI Light Bulb Prototyping in Arduino ESP32 Wi-Fi, Telegram Bot/4. AI Light Bulb with Telegram Bot.mp4 122.1 MB 11. AI Light Bulb Prototyping in Arduino ESP32 Wi-Fi, Telegram Bot/4. AI Light Bulb with Telegram Bot.srt 8.5 KB 12. Summary/1. Summary of the Course.mp4 15.4 MB 12. Summary/1. Summary of the Course.srt 1.1 KB 2. === Part 1 Theory/1. Welcome to Part 1 Theory.html 212 B 3. Naive Bayes Classifier by Hand (One Input Feature)/1. What is Naive Bayes.mp4 8.7 MB 3. Naive Bayes Classifier by Hand (One Input Feature)/1. What is Naive Bayes.srt 2.3 KB 3. Naive Bayes Classifier by Hand (One Input Feature)/2. Conditional Probability.html 154 B 3. Naive Bayes Classifier by Hand (One Input Feature)/3. Naive Bayes Example 1.mp4 28.2 MB 3. Naive Bayes Classifier by Hand (One Input Feature)/3. Naive Bayes Example 1.srt 7.7 KB 3. Naive Bayes Classifier by Hand (One Input Feature)/4. Naive Bayes with One Input Feature (by Hand).html 154 B 3. Naive Bayes Classifier by Hand (One Input Feature)/5. The Naive Bayes Formula.mp4 6.4 MB 3. Naive Bayes Classifier by Hand (One Input Feature)/5. The Naive Bayes Formula.srt 1.3 KB 3. Naive Bayes Classifier by Hand (One Input Feature)/6. Laplace Smoothing.mp4 9.6 MB 3. Naive Bayes Classifier by Hand (One Input Feature)/6. Laplace Smoothing.srt 2 KB 3. Naive Bayes Classifier by Hand (One Input Feature)/7. Summary.mp4 2.4 MB 3. Naive Bayes Classifier by Hand (One Input Feature)/7. Summary.srt 369 B 4. Naive Bayes Classifier by Hand (Multiple Input Features)/1. Naive Bayes Example 2.mp4 41.2 MB 4. Naive Bayes Classifier by Hand (Multiple Input Features)/1. Naive Bayes Example 2.srt 9.3 KB 4. Naive Bayes Classifier by Hand (Multiple Input Features)/2. Naive Bayes with Multiple Input Feature (by Hand).html 154 B 4. Naive Bayes Classifier by Hand (Multiple Input Features)/3. The Naive Bayes Classifier Formula (Updated).mp4 4.7 MB 4. Naive Bayes Classifier by Hand (Multiple Input Features)/3. The Naive Bayes Classifier Formula (Updated).srt 1.1 KB 4. Naive Bayes Classifier by Hand (Multiple Input Features)/4. Summary.mp4 2.4 MB 4. Naive Bayes Classifier by Hand (Multiple Input Features)/4. Summary.srt 745 B 5. === Part 2 Modelling/1. Welcome to Part 2 Modelling.html 254 B 6. AI Light Bulb Modelling by Hand/1. AI Light Bulb.mp4 6.5 MB 6. AI Light Bulb Modelling by Hand/1. AI Light Bulb.srt 1.1 KB 6. AI Light Bulb Modelling by Hand/2. Training Data.mp4 8.6 MB 6. AI Light Bulb Modelling by Hand/2. Training Data.srt 2.1 KB 6. AI Light Bulb Modelling by Hand/3. Build the Model.mp4 17.1 MB 6. AI Light Bulb Modelling by Hand/3. Build the Model.srt 5.5 KB 6. AI Light Bulb Modelling by Hand/4. AI Light Bulb (by Hand).html 154 B 7. AI Light Bulb Modelling in Python/1. Required Programming Tools.html 499 B 7. AI Light Bulb Modelling in Python/2. Data Preprocessing.mp4 51.1 MB 7. AI Light Bulb Modelling in Python/2. Data Preprocessing.srt 5.1 KB 7. AI Light Bulb Modelling in Python/3. Create Frequency Tables.mp4 13.1 MB 7. AI Light Bulb Modelling in Python/3. Create Frequency Tables.srt 1.9 KB 7. AI Light Bulb Modelling in Python/4. The Solution to the Quiz (Create Frequency Tables).html 321 B 7. AI Light Bulb Modelling in Python/5. Calculate Prior Probability.mp4 15 MB 7. AI Light Bulb Modelling in Python/5. Calculate Prior Probability.srt 1.4 KB 7. AI Light Bulb Modelling in Python/6. Calculate Likelihood.mp4 13.9 MB 7. AI Light Bulb Modelling in Python/6. Calculate Likelihood.srt 1.6 KB 7. AI Light Bulb Modelling in Python/7. Calculate Posterior Probability.mp4 11.8 MB 7. AI Light Bulb Modelling in Python/7. Calculate Posterior Probability.srt 1.4 KB 7. AI Light Bulb Modelling in Python/8. Summary.mp4 16.7 MB 7. AI Light Bulb Modelling in Python/8. Summary.srt 1 KB 8. AI Light Bulb Modelling in C/1. Required Programming Tools.html 701 B 8. AI Light Bulb Modelling in C/2. Overview of Naive Bayes in C.mp4 52.2 MB 8. AI Light Bulb Modelling in C/2. Overview of Naive Bayes in C.srt 3.9 KB 8. AI Light Bulb Modelling in C/3. Naive Bayes Functions in C.mp4 48.4 MB 8. AI Light Bulb Modelling in C/3. Naive Bayes Functions in C.srt 3.7 KB 9. === Part 3 Prototyping/1. Welcome to Part 3 Prototyping.html 424 B