Udemy - Artificial Intelligence and IoT: Naive Bayes [TP]

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[Tutorialsplanet.NET] Udemy - Artificial Intelligence and IoT Naive Bayes 1. Introduction
  • 1. Prologue.mp4 (21.3 MB)
  • 1. Prologue.srt (1.8 KB)
  • 2. Required Components.html (0.4 KB)
  • 3. Source Code.html (0.1 KB)
  • 3.1 aiot_naive_bayes_resource.rar (21.0 KB)
10. AI Light Bulb Prototyping in Arduino ESP32 Serial IO, Sensors, LED
  • 1. Required Programming Tools.html (0.6 KB)
  • 2. AI Light Bulb with Serial Monitor IO.mp4 (87.4 MB)
  • 2. AI Light Bulb with Serial Monitor IO.srt (5.6 KB)
  • 3. LED.mp4 (49.0 MB)
  • 3. LED.srt (3.3 KB)
  • 4. BH1750 Light Sensor.mp4 (62.0 MB)
  • 4. BH1750 Light Sensor.srt (3.8 KB)
  • 5. DS1307 Real-Time Clock.mp4 (53.9 MB)
  • 5. DS1307 Real-Time Clock.srt (3.5 KB)
  • 6. SSD1306 OLED Display.mp4 (54.6 MB)
  • 6. SSD1306 OLED Display.srt (3.8 KB)
  • 7. AI Light Bulb with LED, Light Sensor, and Real-Time Clock.mp4 (87.6 MB)
  • 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 (0.8 KB)
  • 2. Wi-Fi and Telegram Bot.mp4 (69.1 MB)
  • 2. Wi-Fi and Telegram Bot.srt (6.5 KB)
  • 3. Control an LED using Telegram Bot.mp4 (55.2 MB)
  • 3. Control an LED using Telegram Bot.srt (3.7 KB)
  • 4. AI Light Bulb with Telegram Bot.mp4 (122.1 MB)
  • 4. AI Light Bulb with Telegram Bot.srt (8.5 KB)
12. Summary
  • 1. Summary of the Course.mp4 (15.4 MB)
  • 1. Summary of the Course.srt (1.1 KB)
  • [Tutorialsplanet.NET].url (0.1 KB)
2. === Part 1 Theory
  • 1. Welcome to Part 1 Theory.html (0.2 KB)
  • [Tutorialsplanet.NET].url (0.1 KB)
3. Naive Bayes Classifier by Hand (One Input Feature)
  • 1. What is Naive Bayes.mp4 (8.7 MB)
  • 1. What is Naive Bayes.srt (2.3 KB)
  • 2. Conditional Probability.html (0.2 KB)
  • 3. Naive Bayes Example 1.mp4 (28.2 MB)
  • 3. Naive Bayes Example 1.srt (7.7 KB)
  • 4. Naive Bayes with One Input Feature (by Hand).html (0.2 KB)
  • 5. The Naive Bayes Formula.mp4 (6.4 MB)
  • 5. The Naive Bayes Formula.srt (1.3 KB)
  • 6. Laplace Smoothing.mp4 (9.6 MB)
  • 6. Laplace Smoothing.srt (2.0 KB)
  • 7. Summary.mp4 (2.4 MB)
  • 7. Summary.srt (0.4 KB)
4. Naive Bayes Classifier by Hand (Multiple Input Features)
  • 1. Naive Bayes Example 2.mp4 (41.2 MB)
  • 1. Naive Bayes Example 2.srt (9.3 KB)
  • 2. Naive Bayes with Multiple Input Feature (by Hand).html (0.2 KB)
  • 3. The Naive Bayes Classifier Formula (Updated).mp4 (4.7 MB)
  • 3. The Naive Bayes Classifier Formula (Updated).srt (1.1 KB)
  • 4. Summary.mp4 (2.4 MB)
  • 4. Summary.srt (0.7 KB)
5. === Part 2 Modelling
  • 1. Welcome to Part 2 Modelling.html (0.2 KB)
  • [Tutorialsplanet.NET].url (0.1 KB)
6. AI Light Bulb Modelling by Hand
  • 1. AI Light Bulb.mp4 (6.5 MB)
  • 1. AI Light Bulb.srt (1.1 KB)
  • 2. Training Data.mp4 (8.6 MB)
  • 2. Training Data.srt (2.1 KB)
  • 3. Build the Model.mp4 (17.1 MB)
  • 3. Build the Model.srt (5.5 KB)
  • 4. AI Light Bulb (by Hand).html (0.2 KB)
7. AI Light Bulb Modelling in Python
  • 1. Required Programming Tools.html (0.5 KB)
  • 2. Data Preprocessing.mp4 (51.1 MB)
  • 2. Data Preprocessing.srt (5.1 KB)
  • 3. Create Frequency Tables.mp4 (13.1 MB)
  • 3. Create Frequency Tables.srt (1.9 KB)
  • 4. The Solution to the Quiz (Create Frequency Tables).html (0.3 KB)
  • 5. Calculate Prior Probability.mp4 (15.0 MB)
  • 5. Calculate Prior Probability.srt (1.4 KB)
  • 6. Calculate Likelihood.mp4 (13.9 MB)
  • 6. Calculate Likelihood.srt (1.6 KB)
  • 7. Calculate Posterior Probability.mp4 (11.8 MB)
  • 7. Calculate Posterior Probability.srt (1.4 KB)
  • 8. Summary.mp4 (16.7 MB)
  • 8. Summary.srt (1.0 KB)
8. AI Light Bulb Modelling in C
  • 1. Required Programming Tools.html (0.7 KB)
  • 2. Overview of Naive Bayes in C.mp4 (52.2 MB)
  • 2. Overview of Naive Bayes in C.srt (3.9 KB)
  • 3. Naive Bayes Functions in C.mp4 (48.4 MB)
  • 3. Naive Bayes Functions in C.srt (3.7 KB)
9. === Part 3 Prototyping
  • 1. Welcome to Part 3 Prototyping.html (0.4 KB)
  • [Tutorialsplanet.NET].url (0.1 KB)
  • [Tutorialsplanet.NET].url (0.1 KB)

Description

Udemy - Artificial Intelligence and IoT: Naive Bayes [TP]

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
For more Udemy Courses: https://tutorialsplanet.net



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Udemy - Artificial Intelligence and IoT: Naive Bayes [TP]

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seeders:4
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Udemy - Artificial Intelligence and IoT: Naive Bayes [TP]

Torrent hash: FC359A098132864534C34E02453C1B1642C08A21