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Introduction to Artificial Neural Network and Deep Learning

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  1. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/04 - A Perceptron Network, Deep Neural Networks, and deep learning/003 MLP A Multi-layer Perceptron.mp4 239MB
  2. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/01 - Preliminaries and Essential Definitions in Artificial Neural Networks/001 Introduction Is it a boy or girl.mp4 235MB
  3. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/05 - BP Backpropagation Algorithm/001 The theory of the Backpropagation Algorithm.mp4 232MB
  4. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/03 - Learning How to train a Perceptron/003 How to find the minimum of a cost function Yes this is learning!.mp4 213MB
  5. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/03 - Learning How to train a Perceptron/008 Coding a simple Perceptron in Java.mp4 209MB
  6. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/03 - Learning How to train a Perceptron/001 Learning and training in Neural Networks minimizing a cost (error) function.mp4 202MB
  7. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/02 - An Artificial Neuron (Perceptron)/003 A mathematical model of perceptron for problems with more than two features.mp4 149MB
  8. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/07 - Neuroph/001 Introduction to Neuroph.mp4 109MB
  9. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/01 - Preliminaries and Essential Definitions in Artificial Neural Networks/002 Let's be more mathematical.mp4 106MB
  10. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/03 - Learning How to train a Perceptron/004 Gradient Descent algorithm Numerical example for optimizing weights.mp4 80MB
  11. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/04 - A Perceptron Network, Deep Neural Networks, and deep learning/004 MLP in Action A Live Demo.mp4 73MB
  12. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/03 - Learning How to train a Perceptron/005 Gradient Descent algorithm Numerical example for optimizing biases.mp4 71MB
  13. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/07 - Neuroph/005 Visualizations in Neuroph.mp4 68MB
  14. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/04 - A Perceptron Network, Deep Neural Networks, and deep learning/005 Deep Neural Networks and Deep Learning.mp4 66MB
  15. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/07 - Neuroph/007 Image recognition in Neuroph.mp4 60MB
  16. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/04 - A Perceptron Network, Deep Neural Networks, and deep learning/001 Different activation functions.mp4 55MB
  17. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/04 - A Perceptron Network, Deep Neural Networks, and deep learning/002 Multiple neurons a perceptron network.mp4 54MB
  18. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/03 - Learning How to train a Perceptron/002 Different costerror functions.mp4 53MB
  19. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/07 - Neuroph/006 Hand-written character recognition in Neuroph.mp4 48MB
  20. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/06 - Regression using Neural Networks/001 Linear and logistic (non-linear) regression using MLPs.mp4 45MB
  21. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/02 - An Artificial Neuron (Perceptron)/004 Time to learn the inspiration of perceptron and Neural Networks.mp4 44MB
  22. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/03 - Learning How to train a Perceptron/007 Challenges in traininglearning Neural Networks.mp4 40MB
  23. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/06 - Regression using Neural Networks/004 Multiple regression.mp4 38MB
  24. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/02 - An Artificial Neuron (Perceptron)/001 An artificial neuron in action live example.mp4 35MB
  25. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/06 - Regression using Neural Networks/005 Multiple regression in action live demo.mp4 35MB
  26. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/07 - Neuroph/002 Let's create an artificial neuron in neuroph.mp4 33MB
  27. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/02 - An Artificial Neuron (Perceptron)/002 Terminologies in the field of Machine Learning and Neural Networks.mp4 33MB
  28. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/05 - BP Backpropagation Algorithm/002 The impact of the momentum1.mp4 32MB
  29. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/01 - Preliminaries and Essential Definitions in Artificial Neural Networks/003 A model of an artificial neuron.mp4 30MB
  30. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/06 - Regression using Neural Networks/003 Regression examples and issues.mp4 26MB
  31. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/03 - Learning How to train a Perceptron/006 The impact of the learning rate.mp4 24MB
  32. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/07 - Neuroph/003 Creating an MLP in Neuroph.mp4 22MB
  33. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/06 - Regression using Neural Networks/002 Regression in action live demo.mp4 20MB
  34. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/06 - Regression using Neural Networks/006 MLP as a universal approximator.mp4 14MB
  35. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/07 - Neuroph/004 A sample project in Neuroph.mp4 9MB
  36. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/08 - Free e-book/001 EA-NN-book.pdf 9MB
  37. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/05 - BP Backpropagation Algorithm/002 0071-Momentum.pdf 4MB
  38. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/03 - Learning How to train a Perceptron/001 0030-Learning-in-NNs.pdf 3MB
  39. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/04 - A Perceptron Network, Deep Neural Networks, and deep learning/003 0060-Multi-layer-Perceptron.pdf 3MB
  40. .pad/30 1014KB
  41. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/05 - BP Backpropagation Algorithm/001 0070-Back-Propagation.pdf 1003KB
  42. .pad/29 1001KB
  43. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/02 - An Artificial Neuron (Perceptron)/002 0021-Terminology.pdf 930KB
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  45. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/04 - A Perceptron Network, Deep Neural Networks, and deep learning/001 0040-Different-Activation-functions.pdf 921KB
  46. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/03 - Learning How to train a Perceptron/003 0032-Minimizing-the-cost-function.pdf 880KB
  47. .pad/36 879KB
  48. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/03 - Learning How to train a Perceptron/007 0036-Challenges-when-learning-Perceptron.pdf 863KB
  49. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/04 - A Perceptron Network, Deep Neural Networks, and deep learning/005 0062-Deep-Neural-Networks.pdf 758KB
  50. .pad/34 703KB
  51. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/03 - Learning How to train a Perceptron/004 0033-Numerical-example-for-optimizing-weights.pdf 685KB
  52. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/02 - An Artificial Neuron (Perceptron)/004 0023-Inspiration-of-NNs.pdf 683KB
  53. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/02 - An Artificial Neuron (Perceptron)/003 0022-problems-with-more-than-2-features.pdf 677KB
  54. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/04 - A Perceptron Network, Deep Neural Networks, and deep learning/002 0050-Perceptron-Network.pdf 620KB
  55. .pad/23 599KB
  56. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/01 - Preliminaries and Essential Definitions in Artificial Neural Networks/001 0011-Analogy-Is-it-a-girl-or-boy.pdf 585KB
  57. .pad/31 574KB
  58. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/01 - Preliminaries and Essential Definitions in Artificial Neural Networks/002 0012-Lets-be-more-mathematical.pdf 545KB
  59. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/03 - Learning How to train a Perceptron/005 0034-Lets-optimize-the-bias-too.pdf 525KB
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  62. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/01 - Preliminaries and Essential Definitions in Artificial Neural Networks/003 0013-neuron-model.pdf 426KB
  63. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/06 - Regression using Neural Networks/004 0083-Multiple-Regression.pdf 423KB
  64. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/06 - Regression using Neural Networks/001 0080-Regression-using-MLPs.pdf 415KB
  65. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/03 - Learning How to train a Perceptron/002 0031-Different-Cost-function.pdf 407KB
  66. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/06 - Regression using Neural Networks/005 NN-Regression-Playground.zip 369KB
  67. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/04 - A Perceptron Network, Deep Neural Networks, and deep learning/004 NN-Classification-Playground.zip 342KB
  68. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/06 - Regression using Neural Networks/003 0082-Regression-example-and-issues.pdf 331KB
  69. .pad/32 324KB
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  71. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/03 - Learning How to train a Perceptron/006 0035-Impact-of-learning-rate.pdf 230KB
  72. .pad/28 200KB
  73. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/02 - An Artificial Neuron (Perceptron)/001 NN-final.zip 196KB
  74. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/06 - Regression using Neural Networks/002 NN-regression.zip 196KB
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  86. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/03 - Learning How to train a Perceptron/008 Coding a simple Perceptron in Java_en.srt 56KB
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  88. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/06 - Regression using Neural Networks/006 0084-Universal-approximator.pdf 46KB
  89. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/05 - BP Backpropagation Algorithm/001 The theory of the Backpropagation Algorithm_en.srt 36KB
  90. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/04 - A Perceptron Network, Deep Neural Networks, and deep learning/003 MLP A Multi-layer Perceptron_en.srt 33KB
  91. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/03 - Learning How to train a Perceptron/003 How to find the minimum of a cost function Yes this is learning!_en.srt 30KB
  92. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/03 - Learning How to train a Perceptron/001 Learning and training in Neural Networks minimizing a cost (error) function_en.srt 26KB
  93. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/03 - Learning How to train a Perceptron/004 Gradient Descent algorithm Numerical example for optimizing weights_en.srt 23KB
  94. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/04 - A Perceptron Network, Deep Neural Networks, and deep learning/004 MLP in Action A Live Demo_en.srt 20KB
  95. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/03 - Learning How to train a Perceptron/005 Gradient Descent algorithm Numerical example for optimizing biases_en.srt 20KB
  96. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/07 - Neuroph/005 Visualizations in Neuroph_en.srt 18KB
  97. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/04 - A Perceptron Network, Deep Neural Networks, and deep learning/001 Different activation functions_en.srt 18KB
  98. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/07 - Neuroph/006 Hand-written character recognition in Neuroph_en.srt 18KB
  99. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/07 - Neuroph/002 Let's create an artificial neuron in neuroph_en.srt 17KB
  100. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/07 - Neuroph/007 Image recognition in Neuroph_en.srt 17KB
  101. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/04 - A Perceptron Network, Deep Neural Networks, and deep learning/005 Deep Neural Networks and Deep Learning_en.srt 17KB
  102. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/02 - An Artificial Neuron (Perceptron)/002 Terminologies in the field of Machine Learning and Neural Networks_en.srt 15KB
  103. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/01 - Preliminaries and Essential Definitions in Artificial Neural Networks/001 Introduction Is it a boy or girl_en.srt 15KB
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  105. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/05 - BP Backpropagation Algorithm/002 The impact of the momentum1_en.srt 14KB
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  107. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/03 - Learning How to train a Perceptron/007 Challenges in traininglearning Neural Networks_en.srt 13KB
  108. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/04 - A Perceptron Network, Deep Neural Networks, and deep learning/002 Multiple neurons a perceptron network_en.srt 13KB
  109. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/02 - An Artificial Neuron (Perceptron)/004 Time to learn the inspiration of perceptron and Neural Networks_en.srt 13KB
  110. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/03 - Learning How to train a Perceptron/002 Different costerror functions_en.srt 13KB
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  112. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/06 - Regression using Neural Networks/003 Regression examples and issues_en.srt 12KB
  113. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/02 - An Artificial Neuron (Perceptron)/003 A mathematical model of perceptron for problems with more than two features_en.srt 12KB
  114. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/06 - Regression using Neural Networks/001 Linear and logistic (non-linear) regression using MLPs_en.srt 12KB
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  116. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/07 - Neuroph/003 Creating an MLP in Neuroph_en.srt 12KB
  117. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/03 - Learning How to train a Perceptron/006 The impact of the learning rate_en.srt 11KB
  118. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/02 - An Artificial Neuron (Perceptron)/001 An artificial neuron in action live example_en.srt 11KB
  119. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/06 - Regression using Neural Networks/004 Multiple regression_en.srt 10KB
  120. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/06 - Regression using Neural Networks/005 Multiple regression in action live demo_en.srt 10KB
  121. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/06 - Regression using Neural Networks/002 Regression in action live demo_en.srt 9KB
  122. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/01 - Preliminaries and Essential Definitions in Artificial Neural Networks/003 A model of an artificial neuron_en.srt 9KB
  123. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/07 - Neuroph/001 Introduction to Neuroph_en.srt 8KB
  124. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/01 - Preliminaries and Essential Definitions in Artificial Neural Networks/002 Let's be more mathematical_en.srt 7KB
  125. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/03 - Learning How to train a Perceptron/008 MyPerceptron.zip 5KB
  126. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/07 - Neuroph/004 A sample project in Neuroph_en.srt 5KB
  127. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/06 - Regression using Neural Networks/006 MLP as a universal approximator_en.srt 4KB
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  141. [TutsNode.net] - Introduction to Artificial Neural Network and Deep Learning/08 - Free e-book/001 My book on NNs.html 24B