David YanginFenwicksTutorial 9: TPU vs. GPUPrerequisites: Tutorial 1 (MNIST) and Tutorial 2 (Cifar10)May 16, 20191May 16, 20191
David YanginFenwicksTutorial 8: Comparing Different Data Augmentations with Oxford PetsPrerequisite: Tutorial 4 (Dogs vs. Cats).May 9, 2019May 9, 2019
David YanginFenwicksTutorial 7: Visualizing Data Augmentation with AnimationsPrerequisite: NoneApr 25, 20191Apr 25, 20191
David YanginFenwicksTutorial 3: Participating in a Kaggle CompetitionPrerequisite: Tutorial 2 (Cifar10)Apr 21, 2019Apr 21, 2019
David YanginFenwicksTutorial 6: Speech Recognition through Computer VisionPrerequisite: Tutorial 0 (setting up Google Colab, TPU runtime, and Cloud Storage)Apr 17, 2019Apr 17, 2019
David YanginFenwicksTutorial 2: 94% accuracy on Cifar10 in 2 minutesPrerequisite: Tutorial 0 (setting up Google Colab, TPU runtime, and Cloud Storage)Apr 16, 20191Apr 16, 20191
David YanginFenwicksTutorial 1: MNIST, the Hello World of Deep LearningPrerequisite: Tutorial 0 (setting up Google Colab, TPU runtime, and Cloud Storage)Apr 16, 20192Apr 16, 20192
David YanginFenwicksTutorial 0: Setting Up Google Colab, TPU Runtime, and Cloud StorageGoogle provides a free cloud-based Python programming environment called Colab. Colab runs on a virtual machine over the cloud, which…Apr 15, 2019Apr 15, 2019
David YanginFenwicksTutorial 5: Cross-Validation on Tensorflow Flowers DatasetPrerequisite: Tutorial 0 (setting up Google Colab, TPU runtime, and Cloud Storage)Apr 5, 2019Apr 5, 2019
David YanginFenwicksDeep Learning on a Free TPUDeep learning is an artificial intelligence technology that is surprisingly successful.Mar 24, 2019Mar 24, 2019