Filename Size 1.TensorFlow Setup and Fundamental Concepts/01.The Course Overview.mp4 50.5 MB 1.TensorFlow Setup and Fundamental Concepts/02.Machine Learning Basics.mp4 60.9 MB 1.TensorFlow Setup and Fundamental Concepts/03.TensorFlow Basics Part 1 - Tensors and Variables.mp4 113.3 MB 1.TensorFlow Setup and Fundamental Concepts/04.TensorFlow Basics Part 2 - Graphs and Sessions.mp4 100.7 MB 1.TensorFlow Setup and Fundamental Concepts/05.TensorFlow Basics Part 3 - Training, Saving, and Restoring.mp4 99.1 MB 2.Computer Vision/06.Convolutional Neural Networks.mp4 101.3 MB 2.Computer Vision/07.Preprocessing, Pooling, and Batch Normalization.mp4 8.7 MB 2.Computer Vision/08.Training a CNN on CIFAR-10 – Part 1.mp4 24.1 MB 2.Computer Vision/09.Training a CNN on CIFAR-10 – Part 2.mp4 36.1 MB 3.Natural Language Processing and Recurrent Neural Networks/10.Embeddings.mp4 356.8 MB 3.Natural Language Processing and Recurrent Neural Networks/11.Recurrent Neural Networks.mp4 20.3 MB 3.Natural Language Processing and Recurrent Neural Networks/12.Bidirectionality and Stacking RNNs.mp4 7.9 MB 3.Natural Language Processing and Recurrent Neural Networks/13.Models for Text Classification – Part 1.mp4 23.2 MB 3.Natural Language Processing and Recurrent Neural Networks/14.Models for Text Classification – Part 2.mp4 18.9 MB 4.Tips and Tricks/15.TensorBoard.mp4 61.3 MB 4.Tips and Tricks/16.Working with Estimators.mp4 38.9 MB 4.Tips and Tricks/17.Training Tips.mp4 38.9 MB 4.Tips and Tricks/18.Debugging Strategies.mp4 31.5 MB 5.TensorFlow in Production/19.Requirements for ML at Scale.mp4 81.3 MB 5.TensorFlow in Production/20.TensorFlow with C++.mp4 74.6 MB 5.TensorFlow in Production/21.TensorFlow Serving.mp4 38.9 MB 5.TensorFlow in Production/22.TensorFlow Lite.mp4 4.6 MB 6.Miscellaneous Topics and Course Summary/23.TPUs.mp4 104.8 MB 6.Miscellaneous Topics and Course Summary/24.AutoML.mp4 11.7 MB 6.Miscellaneous Topics and Course Summary/25.TensorFlow Eager.mp4 311.9 MB 6.Miscellaneous Topics and Course Summary/26.Course Summary and Next Steps.mp4 68 MB Exercise Files/code_33512.zip 75.5 KB