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 |