Deep Learning Specialization
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| 4. convolutional-neural-networks/02_deep-convolutional-models-case-studies/03_programming-assignments/01_residual-networks_instructions.html | 1.03 KB |
| 4. convolutional-neural-networks/03_object-detection/02_programming-assignments/01_car-detection-with-yolov2_instructions.html | 1.03 KB |
| 4. convolutional-neural-networks/04_special-applications-face-recognition-neural-style-transfer/03_programming-assignments/02_face-recognition-for-the-happy-house_instructions.html | 1.04 KB |
| 4. convolutional-neural-networks/01_foundations-of-convolutional-neural-networks/02_programming-assignments/02_convolutional-model-application_instructions.html | 1.04 KB |
| 4. convolutional-neural-networks/01_foundations-of-convolutional-neural-networks/02_programming-assignments/01_convolutional-model-step-by-step_instructions.html | 1.04 KB |
| 4. convolutional-neural-networks/04_special-applications-face-recognition-neural-style-transfer/03_programming-assignments/01_art-generation-with-neural-style-transfer_instructions.html | 1.05 KB |
| 1. neural-networks-deep-learning/05_Resources/01_course-notation-sheet/01__resources.html | 1.1 KB |
| 2. deep-neural-network/01_practical-aspects-of-deep-learning/04_programming-assignments/03_gradient-checking_instructions.html | 1.13 KB |
| 1. neural-networks-deep-learning/02_neural-networks-basics/03_programming-assignments/04_logistic-regression-with-a-neural-network-mindset_instructions.html | 1.13 KB |
| 2. deep-neural-network/01_practical-aspects-of-deep-learning/04_programming-assignments/02_regularization_instructions.html | 1.13 KB |
| 1. neural-networks-deep-learning/03_shallow-neural-networks/02_programming-assignment/01_planar-data-classification-with-a-hidden-layer_instructions.html | 1.13 KB |
| 1. neural-networks-deep-learning/02_neural-networks-basics/03_programming-assignments/03_python-basics-with-numpy-optional_instructions.html | 1.13 KB |
| 1. neural-networks-deep-learning/04_deep-neural-networks/02_programming-assignments/02_deep-neural-network-application_instructions.html | 1.13 KB |
| 2. deep-neural-network/01_practical-aspects-of-deep-learning/04_programming-assignments/01_initialization_instructions.html | 1.13 KB |
| 2. deep-neural-network/02_optimization-algorithms/02_programming-assignment/01_optimization_instructions.html | 1.14 KB |
| 1. neural-networks-deep-learning/04_deep-neural-networks/02_programming-assignments/01_building-your-deep-neural-network-step-by-step_instructions.html | 1.14 KB |
| 2. deep-neural-network/03_hyperparameter-tuning-batch-normalization-and-programming-frameworks/05_programming-assignment/01_tensorflow_instructions.html | 1.14 KB |
| 4. convolutional-neural-networks/05_Resources/01_course-acknowledgments/01__resources.html | 1.51 KB |
| 1. neural-networks-deep-learning/01_introduction-to-deep-learning/02_introduction-to-deep-learning/06_course-resources.zh-TW.txt | 1.65 KB |
| 4. convolutional-neural-networks/04_special-applications-face-recognition-neural-style-transfer/02_neural-style-transfer/01_what-is-neural-style-transfer.en.txt | 1.71 KB |
| 1. neural-networks-deep-learning/02_neural-networks-basics/03_programming-assignments/01_deep-learning-honor-code_instructions.html | 1.71 KB |
| 1. neural-networks-deep-learning/01_introduction-to-deep-learning/02_introduction-to-deep-learning/06_course-resources.zh-CN.txt | 1.8 KB |
| 1. neural-networks-deep-learning/01_introduction-to-deep-learning/02_introduction-to-deep-learning/06_course-resources.en.txt | 1.91 KB |
| 1. neural-networks-deep-learning/02_neural-networks-basics/01_logistic-regression-as-a-neural-network/07_computation-graph.zh-TW.txt | 2.03 KB |
| 1. neural-networks-deep-learning/01_introduction-to-deep-learning/02_introduction-to-deep-learning/04_about-this-course.zh-TW.txt | 2.04 KB |
| 1. neural-networks-deep-learning/01_introduction-to-deep-learning/02_introduction-to-deep-learning/06_course-resources.pt-BR.txt | 2.16 KB |
| 1. neural-networks-deep-learning/01_introduction-to-deep-learning/02_introduction-to-deep-learning/04_about-this-course.zh-CN.txt | 2.21 KB |
| 1. neural-networks-deep-learning/05_Resources/02_course-acknowledgments/01__resources.html | 2.22 KB |
| 1. neural-networks-deep-learning/04_deep-neural-networks/01_deep-neural-network/08_what-does-this-have-to-do-with-the-brain.zh-TW.txt | 2.4 KB |
| 4. convolutional-neural-networks/04_special-applications-face-recognition-neural-style-transfer/02_neural-style-transfer/01_what-is-neural-style-transfer.en.srt | 2.52 KB |
| 1. neural-networks-deep-learning/02_neural-networks-basics/01_logistic-regression-as-a-neural-network/07_computation-graph.ja.txt | 2.53 KB |
| 1. neural-networks-deep-learning/02_neural-networks-basics/01_logistic-regression-as-a-neural-network/07_computation-graph.en.txt | 2.54 KB |
| 1. neural-networks-deep-learning/01_introduction-to-deep-learning/02_introduction-to-deep-learning/04_about-this-course.tr.txt | 2.6 KB |
| 1. neural-networks-deep-learning/01_introduction-to-deep-learning/02_introduction-to-deep-learning/06_course-resources.ja.txt | 2.63 KB |
| 1. neural-networks-deep-learning/01_introduction-to-deep-learning/02_introduction-to-deep-learning/04_about-this-course.en.txt | 2.67 KB |
| 1. neural-networks-deep-learning/03_shallow-neural-networks/01_shallow-neural-network/01_neural-networks-overview.zh-TW.txt | 2.67 KB |
| 3. machine-learning-projects/01_ml-strategy-1/01_introduction-to-ml-strategy/01_why-ml-strategy.en.txt | 2.79 KB |
| 4. convolutional-neural-networks/04_special-applications-face-recognition-neural-style-transfer/02_neural-style-transfer/04_content-cost-function.en.txt | 2.88 KB |
| 1. neural-networks-deep-learning/01_introduction-to-deep-learning/02_introduction-to-deep-learning/04_about-this-course.pt-BR.txt | 2.91 KB |
| 1. neural-networks-deep-learning/02_neural-networks-basics/02_python-and-vectorization/07_quick-tour-of-jupyter-ipython-notebooks.zh-TW.txt | 2.94 KB |
| 1. neural-networks-deep-learning/04_deep-neural-networks/01_deep-neural-network/08_what-does-this-have-to-do-with-the-brain.en.txt | 2.96 KB |
| 1. neural-networks-deep-learning/03_shallow-neural-networks/01_shallow-neural-network/07_why-do-you-need-non-linear-activation-functions.zh-TW.txt | 3.07 KB |
| 4. convolutional-neural-networks/02_deep-convolutional-models-case-studies/01_case-studies/01_why-look-at-case-studies.en.txt | 3.11 KB |
| 1. neural-networks-deep-learning/03_shallow-neural-networks/01_shallow-neural-network/07_why-do-you-need-non-linear-activation-functions.zh-CN.txt | 3.18 KB |
| 2. deep-neural-network/02_optimization-algorithms/01_optimization-algorithms/05_bias-correction-in-exponentially-weighted-averages.en.txt | 3.19 KB |
| 1. neural-networks-deep-learning/02_neural-networks-basics/02_python-and-vectorization/07_quick-tour-of-jupyter-ipython-notebooks.zh-CN.txt | 3.22 KB |
| 1. neural-networks-deep-learning/01_introduction-to-deep-learning/02_introduction-to-deep-learning/04_about-this-course.ja.txt | 3.24 KB |
| 1. neural-networks-deep-learning/02_neural-networks-basics/01_logistic-regression-as-a-neural-network/09_logistic-regression-gradient-descent.zh-CN.txt | 3.29 KB |
| 4. convolutional-neural-networks/04_special-applications-face-recognition-neural-style-transfer/02_neural-style-transfer/03_cost-function.en.txt | 3.35 KB |
| 1. neural-networks-deep-learning/01_introduction-to-deep-learning/02_introduction-to-deep-learning/06_course-resources.zh-TW.srt | 3.37 KB |
| 4. convolutional-neural-networks/03_object-detection/01_detection-algorithms/06_intersection-over-union.en.txt | 3.41 KB |
| 1. neural-networks-deep-learning/02_neural-networks-basics/02_python-and-vectorization/02_more-vectorization-examples.zh-CN.txt | 3.44 KB |
| 1. neural-networks-deep-learning/02_neural-networks-basics/01_logistic-regression-as-a-neural-network/02_logistic-regression.zh-TW.txt | 3.45 KB |
| 1. neural-networks-deep-learning/03_shallow-neural-networks/01_shallow-neural-network/01_neural-networks-overview.en.txt | 3.47 KB |
| 1. neural-networks-deep-learning/02_neural-networks-basics/02_python-and-vectorization/07_quick-tour-of-jupyter-ipython-notebooks.en.txt | 3.5 KB |
| 1. neural-networks-deep-learning/01_introduction-to-deep-learning/02_introduction-to-deep-learning/06_course-resources.zh-CN.srt | 3.51 KB |
| 1. neural-networks-deep-learning/04_deep-neural-networks/01_deep-neural-network/01_deep-l-layer-neural-network.zh-TW.txt | 3.57 KB |
| 1. neural-networks-deep-learning/03_shallow-neural-networks/01_shallow-neural-network/02_neural-network-representation.zh-CN.txt | 3.58 KB |
| 1. neural-networks-deep-learning/02_neural-networks-basics/02_python-and-vectorization/02_more-vectorization-examples.zh-TW.txt | 3.62 KB |
| 1. neural-networks-deep-learning/01_introduction-to-deep-learning/02_introduction-to-deep-learning/06_course-resources.en.srt | 3.63 KB |
| 1. neural-networks-deep-learning/01_introduction-to-deep-learning/02_introduction-to-deep-learning/04_about-this-course.zh-TW.srt | 3.73 KB |
| 4. convolutional-neural-networks/04_special-applications-face-recognition-neural-style-transfer/01_face-recognition/03_siamese-network.en.txt | 3.74 KB |
| 1. neural-networks-deep-learning/02_neural-networks-basics/01_logistic-regression-as-a-neural-network/02_logistic-regression.zh-CN.txt | 3.77 KB |
| 4. convolutional-neural-networks/04_special-applications-face-recognition-neural-style-transfer/01_face-recognition/01_what-is-face-recognition.en.txt | 3.77 KB |
| 1. neural-networks-deep-learning/03_shallow-neural-networks/01_shallow-neural-network/02_neural-network-representation.zh-TW.txt | 3.78 KB |
| 1. neural-networks-deep-learning/02_neural-networks-basics/01_logistic-regression-as-a-neural-network/07_computation-graph.zh-TW.srt | 3.78 KB |
| 1. neural-networks-deep-learning/04_deep-neural-networks/01_deep-neural-network/08_what-does-this-have-to-do-with-the-brain.ja.txt | 3.82 KB |
| 1. neural-networks-deep-learning/01_introduction-to-deep-learning/02_introduction-to-deep-learning/06_course-resources.pt-BR.srt | 3.88 KB |
| 1. neural-networks-deep-learning/01_introduction-to-deep-learning/02_introduction-to-deep-learning/04_about-this-course.zh-CN.srt | 3.89 KB |
| 3. machine-learning-projects/01_ml-strategy-1/03_comparing-to-human-level-performance/05_improving-your-model-performance.en.txt | 3.9 KB |
| 2. deep-neural-network/02_optimization-algorithms/01_optimization-algorithms/10_the-problem-of-local-optima.zh-CN.txt | 3.92 KB |
| 1. neural-networks-deep-learning/04_deep-neural-networks/01_deep-neural-network/02_forward-propagation-in-a-deep-network.zh-TW.txt | 3.93 KB |
| 1. neural-networks-deep-learning/04_deep-neural-networks/01_deep-neural-network/01_deep-l-layer-neural-network.zh-CN.txt | 3.98 KB |
| 2. deep-neural-network/01_practical-aspects-of-deep-learning/03_setting-up-your-optimization-problem/06_gradient-checking-implementation-notes.zh-TW.txt | 4.02 KB |
| 4. convolutional-neural-networks/04_special-applications-face-recognition-neural-style-transfer/01_face-recognition/02_one-shot-learning.en.txt | 4.04 KB |
| 1. neural-networks-deep-learning/02_neural-networks-basics/01_logistic-regression-as-a-neural-network/09_logistic-regression-gradient-descent.zh-TW.txt | 4.05 KB |
| 1. neural-networks-deep-learning/03_shallow-neural-networks/01_shallow-neural-network/07_why-do-you-need-non-linear-activation-functions.en.txt | 4.06 KB |
| 1. neural-networks-deep-learning/02_neural-networks-basics/02_python-and-vectorization/03_vectorizing-logistic-regression.zh-TW.txt | 4.07 KB |
| 1. neural-networks-deep-learning/03_shallow-neural-networks/01_shallow-neural-network/05_explanation-for-vectorized-implementation.zh-TW.txt | 4.08 KB |
| 1. neural-networks-deep-learning/03_shallow-neural-networks/01_shallow-neural-network/07_why-do-you-need-non-linear-activation-functions.ja.txt | 4.1 KB |
| 2. deep-neural-network/03_hyperparameter-tuning-batch-normalization-and-programming-frameworks/04_introduction-to-programming-frameworks/01_deep-learning-frameworks.en.txt | 4.11 KB |
| 1. neural-networks-deep-learning/04_deep-neural-networks/01_deep-neural-network/08_what-does-this-have-to-do-with-the-brain.zh-TW.srt | 4.12 KB |
| 2. deep-neural-network/02_optimization-algorithms/01_optimization-algorithms/10_the-problem-of-local-optima.zh-TW.txt | 4.14 KB |
| 1. neural-networks-deep-learning/02_neural-networks-basics/02_python-and-vectorization/08_explanation-of-logistic-regression-cost-function-optional.zh-TW.txt | 4.2 KB |
| 1. neural-networks-deep-learning/01_introduction-to-deep-learning/01_welcome-to-the-deep-learning-specialization/01_welcome.zh-TW.txt | 4.21 KB |
| 4. convolutional-neural-networks/04_special-applications-face-recognition-neural-style-transfer/02_neural-style-transfer/04_content-cost-function.en.srt | 4.23 KB |
| 2. deep-neural-network/01_practical-aspects-of-deep-learning/03_setting-up-your-optimization-problem/04_numerical-approximation-of-gradients.zh-CN.txt | 4.25 KB |
| 2. deep-neural-network/01_practical-aspects-of-deep-learning/03_setting-up-your-optimization-problem/04_numerical-approximation-of-gradients.zh-TW.txt | 4.25 KB |
| 1. neural-networks-deep-learning/02_neural-networks-basics/01_logistic-regression-as-a-neural-network/07_computation-graph.ja.srt | 4.28 KB |
| 4. convolutional-neural-networks/02_deep-convolutional-models-case-studies/02_practical-advices-for-using-convnets/01_using-open-source-implementation.en.txt | 4.28 KB |
| 1. neural-networks-deep-learning/01_introduction-to-deep-learning/02_introduction-to-deep-learning/04_about-this-course.tr.srt | 4.28 KB |
| 1. neural-networks-deep-learning/02_neural-networks-basics/01_logistic-regression-as-a-neural-network/07_computation-graph.en.srt | 4.29 KB |
| 2. deep-neural-network/02_optimization-algorithms/01_optimization-algorithms/08_adam-optimization-algorithm.zh-CN.txt | 4.34 KB |
| 1. neural-networks-deep-learning/01_introduction-to-deep-learning/02_introduction-to-deep-learning/06_course-resources.ja.srt | 4.35 KB |
| 1. neural-networks-deep-learning/01_introduction-to-deep-learning/02_introduction-to-deep-learning/04_about-this-course.en.srt | 4.35 KB |
| 2. deep-neural-network/01_practical-aspects-of-deep-learning/03_setting-up-your-optimization-problem/06_gradient-checking-implementation-notes.zh-CN.txt | 4.35 KB |
| 2. deep-neural-network/01_practical-aspects-of-deep-learning/03_setting-up-your-optimization-problem/05_gradient-checking.zh-TW.txt | 4.36 KB |
| 1. neural-networks-deep-learning/02_neural-networks-basics/02_python-and-vectorization/03_vectorizing-logistic-regression.zh-CN.txt | 4.37 KB |
| 1. neural-networks-deep-learning/01_introduction-to-deep-learning/01_welcome-to-the-deep-learning-specialization/01_welcome.zh-CN.txt | 4.43 KB |
| 1. neural-networks-deep-learning/02_neural-networks-basics/02_python-and-vectorization/06_a-note-on-python-numpy-vectors.zh-CN.txt | 4.43 KB |
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