PDC4S:\IT\DATA SCIENCE AND MACHINE LEARNING\[Guvi.in] Deep Learning Course\DL#105 - Training Feedforward Neural Networks |
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 PDFs | | 12/22/2021 10:29 PM |
 01_Outline.ts | 4,722 KB | 12/12/2021 3:34 AM |
| 02_VectorisationBenifit.ts | 33,356 KB | 12/12/2021 3:34 AM |
| 0321_01_BackPropagation_SettingTheContext.ts | 22,847 KB | 12/12/2021 3:34 AM |
| 0321_02_RevisitingBasicCalculus.ts | 30,285 KB | 12/12/2021 3:34 AM |
| 0321_03_WhyDoWeCareAboutTheChainRule.ts | 24,141 KB | 12/12/2021 3:34 AM |
| 0321_04_ChainRulAcrossMultiplePaths.ts | 25,105 KB | 12/12/2021 3:34 AM |
| 0321_05_ChainRuleInANeuralNetwork_SimpleExample.ts | 24,118 KB | 12/12/2021 3:34 AM |
| 0321_06_ComputingPartialDerivativeWRTAWeight_Part1.ts | 31,922 KB | 12/12/2021 3:34 AM |
| 0321_07_ComputingPartialDerivativeWRTAWeight_Part2.ts | 27,574 KB | 12/12/2021 3:34 AM |
| 0321_08_ComputingPartialDerivativeWRTAWeight_Part3.ts | 23,794 KB | 12/12/2021 3:34 AM |
| 0321_09_ComputingPartialDerivativeWhenThereAreMultiplePaths.ts | 42,237 KB | 12/12/2021 3:34 AM |
| 0321_10_TakeAwaysAndWhatNext.ts | 15,534 KB | 12/12/2021 3:34 AM |
| 0324_01_Outine.ts | 9,228 KB | 12/12/2021 3:34 AM |
| 0324_02_SingleWeightUpdate.ts | 42,512 KB | 12/12/2021 3:34 AM |
| 0324_03_SingleWeightExperiment.ts | 29,966 KB | 12/12/2021 3:34 AM |
| 0324_04_MultipleWeightFirstNetwork.ts | 43,171 KB | 12/12/2021 3:34 AM |
| 0324_05_VisualisingOutputs.ts | 46,093 KB | 12/12/2021 3:34 AM |
| 0324_06_VisualingWeights.ts | 59,783 KB | 12/12/2021 3:34 AM |
| 0324_07_MultiClassBackprop.ts | 52,222 KB | 12/12/2021 3:34 AM |
| 0324_08_MultiClassGradShort.ts | 48,450 KB | 12/12/2021 3:34 AM |
| 0324_09_Exercises.ts | 8,541 KB | 12/12/2021 3:34 AM |
| 0325_01_Errata.ts | 6,199 KB | 12/12/2021 3:34 AM |
| 0325_02_SettingTheContext1.ts | 26,509 KB | 12/12/2021 3:34 AM |
| 0325_03_Back_propagation_Intuition.ts | 40,077 KB | 12/12/2021 3:34 AM |
| 0325_04_Back_propagation_UnderstandingTheDimensions.ts | 15,477 KB | 12/12/2021 3:34 AM |
| 0325_05_ComputingDerivativesWRTOutputNeuron_Part1.ts | 9,252 KB | 12/12/2021 3:34 AM |
| 0325_06_ComputingDerivativesWRTOutputNeuron_Part2.ts | 33,839 KB | 12/12/2021 3:34 AM |
| 0325_07_ComputingDerivativesWRTOutputNeuron_Part3.ts | 21,522 KB | 12/12/2021 3:34 AM |
| 0325_08_QuickRecap.ts | 8,596 KB | 12/12/2021 3:34 AM |
| 0325_09_ComputingDerivativesWRTHiddenLayers_Part1.ts | 40,412 KB | 12/12/2021 3:34 AM |
| 0325_10_ComputingDerivativesWRTHiddenLayers_Part2.ts | 23,433 KB | 12/12/2021 3:34 AM |
| 0325_11_ComputingDerivativesWRTHiddenLayers_Part3.ts | 26,309 KB | 12/12/2021 3:34 AM |
| 0325_12_ComputingDerivativesWRTAllWeightsInAnyLayer.ts | 29,200 KB | 12/12/2021 3:34 AM |
| 0325_13_ComputingDerivativesWRTOneWeightInAnyLayer.ts | 38,009 KB | 12/12/2021 3:34 AM |
| 0325_14_RunningExampleOfBackpropagation.ts | 48,185 KB | 12/12/2021 3:34 AM |
| 0325_15_Summary.ts | 7,190 KB | 12/12/2021 3:34 AM |
| 03_ScalarClass.ts | 45,260 KB | 12/12/2021 3:34 AM |
| 04_WeightVectors.ts | 74,193 KB | 12/12/2021 3:34 AM |
| 05_InputWeightVectors.ts | 65,407 KB | 12/12/2021 3:34 AM |
| 06_Evaluation.ts | 39,089 KB | 12/12/2021 3:34 AM |
| 07_Exercises.ts | 11,858 KB | 12/12/2021 3:34 AM |
