TensorFlow Developer Certificate - Image Classification By abhishek-kumar

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Files Included :

1 Course Overview.mp4 (4.01 MB)
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1 Introduction.mp4 (3.07 MB)
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2 TensorFlow Developer Certification Exam.mp4 (4.51 MB)
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3 Computer Vision Overview.mp4 (7.17 MB)
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4 Neural Network Foundations.mp4 (6.1 MB)
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5 Creating Your First Computer Vision Neural Network.mp4 (16.47 MB)
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6 Demo - Creating Your First Computer Vision Neural Network.mp4 (18.24 MB)
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7 Demo - Controlling Training Process Using Callbacks.mp4 (11.45 MB)
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8 Course Structure.mp4 (2.94 MB)
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9 Summary.mp4 (2.91 MB)
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1 Introduction.mp4 (2.46 MB)
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2 Using Convolutional Layers.mp4 (11.17 MB)
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3 Calculating Trainable Parameters in CNN.mp4 (5.3 MB)
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4 Using Pooling Layers.mp4 (7.48 MB)
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5 Demo - Creating Convolutional Neural Network.mp4 (24.46 MB)
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6 Using Dropout Layers.mp4 (1.74 MB)
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7 Demo - Adding Dropout Layers.mp4 (7.66 MB)
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8 Summary.mp4 (3.34 MB)
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1 Introduction.mp4 (2.12 MB)
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2 Challenges of Real World Images.mp4 (2.26 MB)
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3 Using TensorFlow ImageDataGenerator.mp4 (3.65 MB)
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4 Demo - Creating CNN Model with Real World Images.mp4 (35.15 MB)
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5 Demo - Embedding Pre-processing Layer Into Model Architecture.mp4 (17.36 MB)
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6 Demo - Using TensorFlow Datasets.mp4 (15.47 MB)
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7 Improving Model Performance Using Image Augmentation.mp4 (5.27 MB)
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8 Demo - Applying Image Augmentation.mp4 (14.72 MB)
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9 Summary.mp4 (2.88 MB)
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1 Introduction.mp4 (2.33 MB)
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2 Using Transfer Learning.mp4 (11.77 MB)
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3 Demo - Using TensorFlow Hub for Transfer Learning.mp4 (18.69 MB)
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4 Demo - Using Keras Applications for Transfer Learning.mp4 (11.62 MB)
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5 Summary.mp4 (3.09 MB)
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1 Introduction.mp4 (2.19 MB)
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2 Multi-class Classification.mp4 (9.69 MB)
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3 Demo - Building Multi-class Classification Model.mp4 (21.38 MB)
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4 Demo - Evaluating Multi-class Classification Model.mp4 (16.79 MB)
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5 Summary.mp4 (3.04 MB)
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1 Course Summary.mp4 (6.85 MB)
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2 Next Steps and Journey Ahead.mp4 (9 MB)
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