Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\01.Course Intro and Table of Contents\0101.Course Intro and Table of Contents.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\02.Deep Learning Overview\0201.Code Password.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\03.Chosing ML or DL for your project\0301.Chosing ML or DL for your project.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\04.Preparing Your Computer\0401.Preparing Your Computer.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\05.Python Basics\0501.Python Basics.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\06.Installing Theano Library and Sample Program to Test\0601.Installing Theano Library and Sample Program to Test.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\07.TensorFlow library Installation and Sample Program to Test\0701.TensorFlow library Installation and Sample Program to Test.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\08.Keras Installation and Switching Theano and TensorFlow Backends\0801.Keras Installation and Switching Theano and TensorFlow Backends.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\09.Multi-Layer Perceptron Concepts\0901.Multi-Layer Perceptron Concepts.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\10.Training Neural Network - Steps and Terminology\1001.Training Neural Network - Steps and Terminology.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\11.First Neural Network with Keras - Understanding Pima Indian Dataset\1101.First Neural Network with Keras - Understanding Pima Indian Dataset.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\12.Training and Evaluation Concepts Explained\1201.Training and Evaluation Concepts Explained.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\13.Pima Indian Model - Steps Explained\1301.Pima Indian Model - Steps Explained.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\14.Pima Indian Model - Performance Evaluation\1401.Pima Indian Model - Performance Evaluation.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\15.Understanding Iris Flower Dataset\1501.Understanding Iris Flower Dataset.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\16.Developing the Iris Flower Model\1601.Developing the Iris Flower Model.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\17.Understanding the Sonar Returns Dataset\1701.Understanding the Sonar Returns Dataset.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\18.Developing the Sonar Returns Model\1801.Developing the Sonar Returns Model.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\19.Sonar Model Perfomance Improvement\1901.Sonar Model Perfomance Improvement.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\20.Understanding the Boston Housing Dataset\2001.Understanding the Boston Housing Dataset.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\21.Developing the Boston Housing Baseline Model\2101.Developing the Boston Housing Baseline Model.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\22.Boston Performance Improvement\2201.Boston Performance Improvement.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\23.Save the Trained Model as JSON File (Pima Indian Dataset)\2301.Save the Trained Model as JSON File (Pima Indian Dataset).mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\24.Save and Load Model as YAML File - Pima Indian Dataset\2401.Save and Load Model as YAML File - Pima Indian Dataset.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\25.Load and Predict using the Pima Indian Model\2501.Load and Predict using the Pima Indian Model.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\26.Save Load and Predict using Iris Flower Dataset\2601.Save Load and Predict using Iris Flower Dataset.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\27.Save Load and Predict using Sonar Dataset\2701.Save Load and Predict using Sonar Dataset.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\28.Save Load and Predict using Boston Dataset\2801.Save Load and Predict using Boston Dataset.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\29.Checkpointing Models\2901.Checkpointing Models.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\30.Plotting Model Behaviour History\3001.Plotting Model Behaviour History.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\31.Dropout Regularisation\3101.Dropout Regularisation.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\32.Learning Rate Schedule using Ionosphere Dataset\3201.Learning Rate Schedule using Ionosphere Dataset.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\33.Convolutional Neural Networks – Introduction\3301.Convolutional Neural Networks – Introduction.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\34.Downloading the MNIST Handwritten Digit Dataset\3401.Downloading the MNIST Handwritten Digit Dataset.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\35.Multi-Layer Perceptron Model using MNIST\3501.Multi-Layer Perceptron Model using MNIST.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\36.Convolutional Neural Network Model using MNIST\3601.Convolutional Neural Network Model using MNIST.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\37.Convolutional Neural Network Model using MNIST - Part 2\3701.Convolutional Neural Network Model using MNIST - Part 2.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\38.Large CNN using MNIST\3801.Large CNN using MNIST.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\39.Load Save and Predict using MNIST\3901.Load Save and Predict using MNIST.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\40.Introduction to Image Augmentation using Keras\4001.Introduction to Image Augmentation using Keras.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\41.Augmentation using Sample Wise Standardization\4101.Augmentation using Sample Wise Standardization.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\42.Augmentation using Feature Wise Standardization and ZCA Whitening\4201.Augmentation using Feature Wise Standardization and ZCA Whitening.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\43.Augmentation using Rotation and Flipping\4301.Augmentation using Rotation and Flipping.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\44.Saving Augmentation for MNIST\4401.Saving Augmentation for MNIST.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\45.CIFAR-10 Object Recognition Dataset - Understanding and Loading\4501.CIFAR-10 Object Recognition Dataset - Understanding and Loading.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\46.Simple CNN using CIFAR-10 Dataset\4601.Simple CNN using CIFAR-10 Dataset.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\47.Simple CNN using CIFAR-10 Dataset - Part 2\4701.Simple CNN using CIFAR-10 Dataset - Part 2.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\48.Simple CNN using CIFAR-10 Dataset – Coding\4801.Simple CNN using CIFAR-10 Dataset – Coding.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\49.Train and Save CIFAR-10 Model\4901.Train and Save CIFAR-10 Model.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\50.Load and Predict using CIFAR-10 CNN Model\5001.Load and Predict using CIFAR-10 CNN Model.mp4
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\02.Deep Learning Overview |
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\04.Preparing Your Computer |
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\05.Python Basics |
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Packt Deep Learning and Neural Networks using Python - Keras The Complete Beginners Guide\33.Convolutional Neural Networks – Introduction |
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