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[ ] Linkedin - Deep Learning - Model Optimization and Tuning

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文件列表

  1. ~Get Your Files Here !/6. Model Tuning Exercise/027. Tuning exercise Problem statement.mp4 34MB
  2. ~Get Your Files Here !/3. Tuning the Deep Learning Network/011. Epoch and batch size experiment.mp4 26MB
  3. ~Get Your Files Here !/2. Introduction to Deep Learning Optimization/008. The deep learning tuning process.mp4 25MB
  4. ~Get Your Files Here !/2. Introduction to Deep Learning Optimization/005. Review of artificial neural networks.mp4 22MB
  5. ~Get Your Files Here !/4. Tuning Back Propagation/016. Vanishing and exploding gradients.mp4 21MB
  6. ~Get Your Files Here !/1. Introduction/003. Setting up exercise files.mp4 20MB
  7. ~Get Your Files Here !/1. Introduction/002. Prerequisites for the course.mp4 20MB
  8. ~Get Your Files Here !/2. Introduction to Deep Learning Optimization/009. Experiment setups for the course.mp4 18MB
  9. ~Get Your Files Here !/3. Tuning the Deep Learning Network/014. Choosing activation functions.mp4 17MB
  10. ~Get Your Files Here !/3. Tuning the Deep Learning Network/013. Determining nodes in a layer.mp4 17MB
  11. ~Get Your Files Here !/3. Tuning the Deep Learning Network/012. Hidden layers tuning.mp4 17MB
  12. ~Get Your Files Here !/3. Tuning the Deep Learning Network/010. Epoch and batch size tuning.mp4 17MB
  13. ~Get Your Files Here !/5. Overfitting Management/022. Overfitting in ANNs.mp4 16MB
  14. ~Get Your Files Here !/4. Tuning Back Propagation/017. Batch normalization.mp4 16MB
  15. ~Get Your Files Here !/3. Tuning the Deep Learning Network/015. Initializing weights.mp4 15MB
  16. ~Get Your Files Here !/2. Introduction to Deep Learning Optimization/004. What is deep learning.mp4 14MB
  17. ~Get Your Files Here !/2. Introduction to Deep Learning Optimization/006. An ANN model.mp4 14MB
  18. ~Get Your Files Here !/2. Introduction to Deep Learning Optimization/007. Model optimization and tuning.mp4 13MB
  19. ~Get Your Files Here !/4. Tuning Back Propagation/018. Optimizers.mp4 12MB
  20. ~Get Your Files Here !/6. Model Tuning Exercise/032. Building the final model.mp4 12MB
  21. ~Get Your Files Here !/4. Tuning Back Propagation/021. Learning rate experiment.mp4 11MB
  22. ~Get Your Files Here !/4. Tuning Back Propagation/019. Optimizer experiment.mp4 11MB
  23. ~Get Your Files Here !/4. Tuning Back Propagation/020. Learning rate.mp4 10MB
  24. ~Get Your Files Here !/6. Model Tuning Exercise/029. Tuning the network.mp4 9MB
  25. ~Get Your Files Here !/5. Overfitting Management/025. Dropouts.mp4 8MB
  26. ~Get Your Files Here !/5. Overfitting Management/026. Dropout experiment.mp4 8MB
  27. ~Get Your Files Here !/6. Model Tuning Exercise/028. Acquire and process data.mp4 7MB
  28. ~Get Your Files Here !/6. Model Tuning Exercise/031. Avoiding overfitting.mp4 7MB
  29. ~Get Your Files Here !/1. Introduction/001. Optimizing neural networks.mp4 7MB
  30. ~Get Your Files Here !/5. Overfitting Management/024. Regularization experiment.mp4 7MB
  31. ~Get Your Files Here !/6. Model Tuning Exercise/030. Tuning backpropagation.mp4 7MB
  32. ~Get Your Files Here !/5. Overfitting Management/023. Regularization.mp4 7MB
  33. ~Get Your Files Here !/7. Conclusion/033. Continuing your deep learning journey.mp4 6MB
  34. ~Get Your Files Here !/Ex_Files_Deep_Learning_Model_Optimization_Tuning/Exercise Files/code_05_XX Incident Root Cause Analysis Exercise.ipynb 420KB
  35. ~Get Your Files Here !/Ex_Files_Deep_Learning_Model_Optimization_Tuning/Exercise Files/code_02_XX Tuning the Deep Learning Network.ipynb 347KB
  36. ~Get Your Files Here !/Ex_Files_Deep_Learning_Model_Optimization_Tuning/Exercise Files/code_03_XX Tuning Back Propagation.ipynb 198KB
  37. ~Get Your Files Here !/Ex_Files_Deep_Learning_Model_Optimization_Tuning/Exercise Files/code_04_XX Overfitting Management.ipynb 129KB
  38. ~Get Your Files Here !/Ex_Files_Deep_Learning_Model_Optimization_Tuning/Exercise Files/root_cause_analysis.csv 32KB
  39. ~Get Your Files Here !/Ex_Files_Deep_Learning_Model_Optimization_Tuning/Exercise Files/Common_Experiment_Functions.ipynb 21KB
  40. ~Get Your Files Here !/6. Model Tuning Exercise/027. Tuning exercise Problem statement.en.srt 6KB
  41. ~Get Your Files Here !/2. Introduction to Deep Learning Optimization/008. The deep learning tuning process.en.srt 5KB
  42. ~Get Your Files Here !/3. Tuning the Deep Learning Network/011. Epoch and batch size experiment.en.srt 5KB
  43. ~Get Your Files Here !/1. Introduction/002. Prerequisites for the course.en.srt 4KB
  44. ~Get Your Files Here !/2. Introduction to Deep Learning Optimization/005. Review of artificial neural networks.en.srt 4KB
  45. ~Get Your Files Here !/4. Tuning Back Propagation/016. Vanishing and exploding gradients.en.srt 4KB
  46. ~Get Your Files Here !/Ex_Files_Deep_Learning_Model_Optimization_Tuning/Exercise Files/iris.csv 4KB
  47. ~Get Your Files Here !/3. Tuning the Deep Learning Network/013. Determining nodes in a layer.en.srt 3KB
  48. ~Get Your Files Here !/1. Introduction/003. Setting up exercise files.en.srt 3KB
  49. ~Get Your Files Here !/3. Tuning the Deep Learning Network/014. Choosing activation functions.en.srt 3KB
  50. ~Get Your Files Here !/2. Introduction to Deep Learning Optimization/009. Experiment setups for the course.en.srt 3KB
  51. ~Get Your Files Here !/3. Tuning the Deep Learning Network/010. Epoch and batch size tuning.en.srt 3KB
  52. ~Get Your Files Here !/3. Tuning the Deep Learning Network/012. Hidden layers tuning.en.srt 3KB
  53. ~Get Your Files Here !/5. Overfitting Management/022. Overfitting in ANNs.en.srt 3KB
  54. ~Get Your Files Here !/4. Tuning Back Propagation/017. Batch normalization.en.srt 3KB
  55. ~Get Your Files Here !/3. Tuning the Deep Learning Network/015. Initializing weights.en.srt 3KB
  56. ~Get Your Files Here !/2. Introduction to Deep Learning Optimization/004. What is deep learning.en.srt 3KB
  57. ~Get Your Files Here !/2. Introduction to Deep Learning Optimization/006. An ANN model.en.srt 2KB
  58. ~Get Your Files Here !/2. Introduction to Deep Learning Optimization/007. Model optimization and tuning.en.srt 2KB
  59. ~Get Your Files Here !/4. Tuning Back Propagation/018. Optimizers.en.srt 2KB
  60. ~Get Your Files Here !/6. Model Tuning Exercise/032. Building the final model.en.srt 2KB
  61. ~Get Your Files Here !/4. Tuning Back Propagation/019. Optimizer experiment.en.srt 2KB
  62. ~Get Your Files Here !/4. Tuning Back Propagation/020. Learning rate.en.srt 2KB
  63. ~Get Your Files Here !/6. Model Tuning Exercise/029. Tuning the network.en.srt 2KB
  64. ~Get Your Files Here !/4. Tuning Back Propagation/021. Learning rate experiment.en.srt 2KB
  65. ~Get Your Files Here !/5. Overfitting Management/025. Dropouts.en.srt 2KB
  66. ~Get Your Files Here !/6. Model Tuning Exercise/028. Acquire and process data.en.srt 1KB
  67. ~Get Your Files Here !/5. Overfitting Management/026. Dropout experiment.en.srt 1KB
  68. ~Get Your Files Here !/6. Model Tuning Exercise/031. Avoiding overfitting.en.srt 1KB
  69. ~Get Your Files Here !/5. Overfitting Management/023. Regularization.en.srt 1KB
  70. ~Get Your Files Here !/5. Overfitting Management/024. Regularization experiment.en.srt 1KB
  71. ~Get Your Files Here !/1. Introduction/001. Optimizing neural networks.en.srt 1KB
  72. ~Get Your Files Here !/6. Model Tuning Exercise/030. Tuning backpropagation.en.srt 1KB
  73. ~Get Your Files Here !/7. Conclusion/033. Continuing your deep learning journey.en.srt 1KB
  74. ~Get Your Files Here !/Bonus Resources.txt 386B
  75. Get Bonus Downloads Here.url 176B