Tools of the TradeTensorFlow DatasetsTensorBoardWhat-If Tooltf-explainCommon Techniques for Machine Learning ExperimentationData InspectionBreaking the Data: Train, Validation, TestEarly StoppingReproducible ExperimentsEnd-to-End Deep Learning Example PipelineBasic Transfer Learning PipelineBasic Custom Network PipelineHow Hyperparameters Affect AccuracyTransfer Learning Versus Training from ScratchEffect of Number of Layers Fine-Tuned in Transfer LearningEffect of Data Size on Transfer LearningEffect of Learning RateEffect of OptimizersEffect of Batch SizeEffect of ResizingEffect of Change in Aspect Ratio on Transfer LearningTools to Automate Tuning for Maximum AccuracyKeras TunerAutoAugmentAutoKerasSummary