Mastering Artificial Intelligence

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Your Complete Guide to Artificial Intelligence

1 - 1 Introduction to Artificial Intelligence

1 - Codes-20230823T070954Z-001.zip

1 - Introduction to AI

1 - Ppts-20230823T071019Z-001.zip

2 - History and Types of AI

3 - Application of AI

4 - Ethical Considerations in AI

2 - Machine Learning Fundamentals

5 - Machine Learning fundamentals

6 - ML Data Pre ProcessingLab session

7 - Evaluation Metrics

8 - Machine Learning Types Supervised machine learning algorithms

9 - Model Based on Linear Regression Lab Session

10 - Supervised machine learning algorithms

11 - Comparing Classification Algorithms

12 - Unsupervised learning

13 - KMeans clustering Model

3 - Deep learning

14 - Deep Learning and Neural Networks Introduction

15 - Deep Learning and Neural Networks Introduction Part2

16 - Artificial Neural Networks Model

17 - Convolutional neural networks

18 - CNN for Image Classification

19 - Recurrent neural networks

20 - RNN Sun Spot Model

4 - 4 Natural Language Processing NLP

21 - Natural Language Processing Introduction

22 - Text Pre Processing

23 - Text Preprocessing Model

24 - Sentiment Analysis

25 - Language modeling and generation

26 - Sentiment analysis Model

5 - Computer Vision

27 - Computer Vision Introduction

28 - Image Processing

29 - Feature Extraction

30 - Object Detection

31 - Image Segmentation

32 - Image Segmentation Process Image Classification

33 - Face Mask Detection Model

6 - Reinforcement Learning

34 - Introduction to Reinforcement learning

35 - Reinforcement Learning Algorithms

36 - Reinforcement Learning Model

7 - Capstone Project

37 - Capstone Project Heart Disease Prediction Model

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تولید کننده: Udemy