All-in-One Artificial Intelligence Full Course 2024 - AI Tutorial for Beginners

All-in-One Artificial Intelligence Full Course 2024 - AI Tutorial for Beginners

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Human brain vs Neural Network

14 of 39

14 of 39

Human brain vs Neural Network

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Classroom Contents

All-in-One Artificial Intelligence Full Course 2024 - AI Tutorial for Beginners

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  1. 1 Introduction
  2. 2 Introduction to Artificial Intelligence
  3. 3 History of AI
  4. 4 AI vs Machine Learning vs Deep Learning
  5. 5 Introduction to Neural Networks
  6. 6 Introduction To Deep Learning
  7. 7 What is Back Propagation
  8. 8 How does Back propagation works
  9. 9 What is Back and Forward Propagation
  10. 10 What is Feed Forward Network
  11. 11 Types of Back Propagation Network
  12. 12 Key Points of Back Propagation
  13. 13 Demo for Back Propagation Function Implementation
  14. 14 Human brain vs Neural Network
  15. 15 Introduction for TensorFlow
  16. 16 Getting Started with TensorFlow
  17. 17 How to Install TensorFlow
  18. 18 Demo 1 MNIST Character Recognition with TensorFlow
  19. 19 Introduction to Computer Vision
  20. 20 Filters
  21. 21 Features from Kernels
  22. 22 Case Study on Image Processing
  23. 23 Convolution Layer
  24. 24 Pooling and Padding
  25. 25 CNN Architecture
  26. 26 Transfer Learning
  27. 27 Case Study on Image Classifier
  28. 28 Introduction to OpenCV
  29. 29 Process of OpenCV
  30. 30 How to Install OpenCV
  31. 31 Demo on OpenCV Operations
  32. 32 Introduction to NLP
  33. 33 Tokenization
  34. 34 Sequence to Sequence Model
  35. 35 Introduction to Transformers in NLP
  36. 36 Introduction to Generative AI
  37. 37 What is Prompt Engineering
  38. 38 AI Projects and Case Studies
  39. 39 Summary

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