[Tutorialsplanet.NET] Udemy - Complete Tensorflow 2 And Keras Deep Learning Bootcamp

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1 - Course Overview Installs and Setup/1 - AutoWelcome Message.html

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1 - Course Overview Installs and Setup/2 - Course Overview English.vtt

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1 - Course Overview Installs and Setup/2 - Course Overview.mp4

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1 - Course Overview Installs and Setup/3 - Course Setup and Installation English.vtt

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1 - Course Overview Installs and Setup/3 - Course Setup and Installation.mp4

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1 - Course Overview Installs and Setup/3 - FINAL-TF2-FILES.zip

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1 - Course Overview Installs and Setup/3 - requirements.txt

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1 - Course Overview Installs and Setup/4 - FAQ Frequently Asked Questions.html

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1 - Course Overview Installs and Setup/4 - FINAL-TF2-FILES.zip

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1 - Course Overview Installs and Setup/[Tutorialsplanet.NET].url

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10 - Natural Language Processing/90 - Introduction to NLP Section English.vtt

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10 - Natural Language Processing/90 - Introduction to NLP Section.mp4

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10 - Natural Language Processing/91 - NLP Part One The Data English.vtt

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10 - Natural Language Processing/91 - NLP Part One The Data.mp4

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10 - Natural Language Processing/92 - NLP Part Two Text Processing English.vtt

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10 - Natural Language Processing/93 - NLP Part Three Creating Batches English.vtt

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10 - Natural Language Processing/94 - NLP Part Four Creating the Model English.vtt

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10 - Natural Language Processing/95 - NLP Part Five Training the Model English.vtt

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10 - Natural Language Processing/96 - NLP Part Six Generating Text English.vtt

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11 - AutoEncoders/100 - Autoencoder for Images Part One English.vtt

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11 - AutoEncoders/101 - Autoencoder for Images Part Two Noise Removal English.vtt

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11 - AutoEncoders/102 - Autoencoder Exercise Overview English.vtt

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11 - AutoEncoders/103 - Autoencoder Exercise Solutions English.vtt

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11 - AutoEncoders/103 - Autoencoder Exercise Solutions.mp4

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11 - AutoEncoders/97 - Introduction to Autoencoders English.vtt

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11 - AutoEncoders/97 - Introduction to Autoencoders.mp4

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11 - AutoEncoders/98 - Autoencoder Basics English.vtt

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12 - Generative Adversarial Networks/104 - GANs Overview English.vtt

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12 - Generative Adversarial Networks/105 - Creating a GAN Part One The Data English.vtt

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12 - Generative Adversarial Networks/106 - Creating a GAN Part Two The Model English.vtt

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12 - Generative Adversarial Networks/108 - DCGAN Deep Convolutional Generative Adversarial Networks English.vtt

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13 - Deployment/109 - Introduction to Deployment English.vtt

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13 - Deployment/110 - Creating the Model English.vtt

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13 - Deployment/110 - Creating the Model.mp4

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13 - Deployment/111 - Model Prediction Function English.vtt

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13 - Deployment/111 - Model Prediction Function.mp4

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13 - Deployment/112 - Running a Basic Flask Application English.vtt

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13 - Deployment/116 - Live Deployment to the Web English.vtt

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13 - Deployment/[Tutorialsplanet.NET].url

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2 - COURSE OVERVIEW CONFIRMATION/1 - PLEASE WATCH COURSE OVERVIEW LECTURE.html

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3 - NumPy Crash Course/10 - Numpy Exercises Solutions English.vtt

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3 - NumPy Crash Course/5 - Introduction to NumPy English.vtt

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3 - NumPy Crash Course/6 - NumPy Arrays English.vtt

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3 - NumPy Crash Course/9 - NumPy Exercises English.vtt

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4 - Pandas Crash Course/11 - Introduction to Pandas English.vtt

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4 - Pandas Crash Course/15 - Pandas Missing Data English.vtt

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4 - Pandas Crash Course/18 - Data Input and Output English.vtt

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5 - Visualization Crash Course/21 - Introduction to Python Visualization English.vtt

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5 - Visualization Crash Course/21 - Introduction to Python Visualization.mp4

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5 - Visualization Crash Course/22 - Matplotlib Basics English.vtt

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5 - Visualization Crash Course/22 - Matplotlib Basics.mp4

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5 - Visualization Crash Course/23 - Seaborn Basics English.vtt

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5 - Visualization Crash Course/23 - Seaborn Basics.mp4

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5 - Visualization Crash Course/24 - Data Visualization Exercises English.vtt

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5 - Visualization Crash Course/25 - Data Visualization Exercises Solutions English.vtt

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6 - Machine Learning Concepts Overview/26 - What is Machine Learning English.vtt

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6 - Machine Learning Concepts Overview/26 - What is Machine Learning.mp4

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6 - Machine Learning Concepts Overview/27 - Supervised Learning Overview English.vtt

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6 - Machine Learning Concepts Overview/28 - Overfitting English.vtt

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6 - Machine Learning Concepts Overview/28 - Overfitting.mp4

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6 - Machine Learning Concepts Overview/29 - Evaluating Performance Classification Error Metrics English.vtt

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6 - Machine Learning Concepts Overview/29 - Evaluating Performance Classification Error Metrics.mp4

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6 - Machine Learning Concepts Overview/30 - Evaluating Performance Regression Error Metrics English.vtt

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6 - Machine Learning Concepts Overview/31 - Unsupervised Learning English.vtt

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6 - Machine Learning Concepts Overview/31 - Unsupervised Learning.mp4

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7 - Basic Artificial Neural Networks ANNs/32 - Introduction to ANN Section English.vtt

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7 - Basic Artificial Neural Networks ANNs/32 - Introduction to ANN Section.mp4

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7 - Basic Artificial Neural Networks ANNs/33 - Perceptron Model English.vtt

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7 - Basic Artificial Neural Networks ANNs/33 - Perceptron Model.mp4

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7 - Basic Artificial Neural Networks ANNs/34 - Neural Networks English.vtt

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7 - Basic Artificial Neural Networks ANNs/35 - Activation Functions English.vtt

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7 - Basic Artificial Neural Networks ANNs/36 - MultiClass Classification Considerations English.vtt

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7 - Basic Artificial Neural Networks ANNs/37 - Cost Functions and Gradient Descent English.vtt

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7 - Basic Artificial Neural Networks ANNs/38 - Backpropagation English.vtt

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7 - Basic Artificial Neural Networks ANNs/38 - Backpropagation.mp4

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7 - Basic Artificial Neural Networks ANNs/38 - Great walkthrough for BackPropagation.txt

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7 - Basic Artificial Neural Networks ANNs/39 - TensorFlow vs Keras Explained English.vtt

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7 - Basic Artificial Neural Networks ANNs/39 - TensorFlow vs Keras Explained.mp4

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7 - Basic Artificial Neural Networks ANNs/40 - Keras Syntax Basics Part One Preparing the Data English.vtt

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7 - Basic Artificial Neural Networks ANNs/40 - Keras Syntax Basics Part One Preparing the Data.mp4

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7 - Basic Artificial Neural Networks ANNs/41 - Keras Syntax Basics Part Two Creating and Training the Model English.vtt

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7 - Basic Artificial Neural Networks ANNs/41 - Keras Syntax Basics Part Two Creating and Training the Model.mp4

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7 - Basic Artificial Neural Networks ANNs/42 - Keras Syntax Basics Part Three Model Evaluation English.vtt

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7 - Basic Artificial Neural Networks ANNs/42 - Keras Syntax Basics Part Three Model Evaluation.mp4

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7 - Basic Artificial Neural Networks ANNs/43 - Keras Regression Code Along Exploratory Data Analysis English.vtt

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7 - Basic Artificial Neural Networks ANNs/44 - Keras Regression Code Along Exploratory Data Analysis Continued English.vtt

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7 - Basic Artificial Neural Networks ANNs/44 - Keras Regression Code Along Exploratory Data Analysis Continued.mp4

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7 - Basic Artificial Neural Networks ANNs/45 - Keras Regression Code Along Data Preprocessing and Creating a Model English.vtt

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7 - Basic Artificial Neural Networks ANNs/46 - Keras Regression Code Along Model Evaluation and Predictions English.vtt

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7 - Basic Artificial Neural Networks ANNs/46 - Keras Regression Code Along Model Evaluation and Predictions.mp4

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7 - Basic Artificial Neural Networks ANNs/47 - Keras Classification Code Along EDA and Preprocessing English.vtt

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7 - Basic Artificial Neural Networks ANNs/47 - Keras Classification Code Along EDA and Preprocessing.mp4

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7 - Basic Artificial Neural Networks ANNs/48 - Keras Classification Dealing with Overfitting and Evaluation English.vtt

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7 - Basic Artificial Neural Networks ANNs/48 - Keras Classification Dealing with Overfitting and Evaluation.mp4

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7 - Basic Artificial Neural Networks ANNs/49 - TensorFlow 20 Keras Project Options Overview English.vtt

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7 - Basic Artificial Neural Networks ANNs/49 - TensorFlow 20 Keras Project Options Overview.mp4

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7 - Basic Artificial Neural Networks ANNs/50 - TensorFlow 20 Keras Project Notebook Overview English.vtt

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7 - Basic Artificial Neural Networks ANNs/51 - Keras Project Solutions Exploratory Data Analysis English.vtt

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7 - Basic Artificial Neural Networks ANNs/52 - Keras Project Solutions Dealing with Missing Data English.vtt

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7 - Basic Artificial Neural Networks ANNs/52 - Keras Project Solutions Dealing with Missing Data.mp4

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7 - Basic Artificial Neural Networks ANNs/53 - Keras Project Solutions Dealing with Missing Data Part Two English.vtt

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7 - Basic Artificial Neural Networks ANNs/54 - Keras Project Solutions Categorical Data English.vtt

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7 - Basic Artificial Neural Networks ANNs/57 - Keras Project Solutions Model Evaluation English.vtt

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7 - Basic Artificial Neural Networks ANNs/58 - Tensorboard English.vtt

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8 - Convolutional Neural Networks CNNs/59 - CNN Section Overview English.vtt

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8 - Convolutional Neural Networks CNNs/60 - Image Filters and Kernels English.vtt

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8 - Convolutional Neural Networks CNNs/61 - Convolutional Layers English.vtt

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8 - Convolutional Neural Networks CNNs/61 - Convolutional Layers.mp4

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8 - Convolutional Neural Networks CNNs/62 - Pooling Layers.mp4

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8 - Convolutional Neural Networks CNNs/63 - MNIST Data Set Overview English.vtt

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8 - Convolutional Neural Networks CNNs/63 - MNIST Data Set Overview.mp4

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8 - Convolutional Neural Networks CNNs/64 - CNN on MNIST Part One The Data English.vtt

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8 - Convolutional Neural Networks CNNs/64 - CNN on MNIST Part One The Data.mp4

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8 - Convolutional Neural Networks CNNs/65 - CNN on MNIST Part Two Creating and Training the Model English.vtt

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8 - Convolutional Neural Networks CNNs/65 - CNN on MNIST Part Two Creating and Training the Model.mp4

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8 - Convolutional Neural Networks CNNs/66 - CNN on MNIST Part Three Model Evaluation English.vtt

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8 - Convolutional Neural Networks CNNs/66 - CNN on MNIST Part Three Model Evaluation.mp4

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8 - Convolutional Neural Networks CNNs/67 - CNN on CIFAR10 Part One The Data English.vtt

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8 - Convolutional Neural Networks CNNs/67 - CNN on CIFAR10 Part One The Data.mp4

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8 - Convolutional Neural Networks CNNs/68 - CNN on CIFAR10 Part Two Evaluating the Model English.vtt

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8 - Convolutional Neural Networks CNNs/68 - CNN on CIFAR10 Part Two Evaluating the Model.mp4

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8 - Convolutional Neural Networks CNNs/69 - Downloading Data Set for Real Image Lectures English.vtt

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8 - Convolutional Neural Networks CNNs/69 - cellimageszip Click the blue download button or the download button on the top right you cant preview this zip.txt

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8 - Convolutional Neural Networks CNNs/70 - CNN on Real Image Files Part One Reading in the Data English.vtt

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8 - Convolutional Neural Networks CNNs/71 - CNN on Real Image Files Part Two Data Processing English.vtt

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8 - Convolutional Neural Networks CNNs/71 - CNN on Real Image Files Part Two Data Processing.mp4

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8 - Convolutional Neural Networks CNNs/72 - CNN on Real Image Files Part Three Creating the Model English.vtt

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8 - Convolutional Neural Networks CNNs/72 - CNN on Real Image Files Part Three Creating the Model.mp4

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8 - Convolutional Neural Networks CNNs/73 - CNN on Real Image Files Part Four Evaluating the Model English.vtt

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8 - Convolutional Neural Networks CNNs/73 - CNN on Real Image Files Part Four Evaluating the Model.mp4

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8 - Convolutional Neural Networks CNNs/74 - CNN Exercise Overview English.vtt

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8 - Convolutional Neural Networks CNNs/75 - CNN Exercise Solutions English.vtt

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9 - Recurrent Neural Networks RNNs/76 - RNN Section Overview English.vtt

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9 - Recurrent Neural Networks RNNs/77 - RNN Basic Theory English.vtt

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9 - Recurrent Neural Networks RNNs/78 - Vanishing Gradients English.vtt

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9 - Recurrent Neural Networks RNNs/79 - Famous Karpathy Blog Post.txt

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9 - Recurrent Neural Networks RNNs/79 - Great Blog Post on Exploring LSTM Neurons.txt

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9 - Recurrent Neural Networks RNNs/79 - How to choose between LSTM vs GRU.txt

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9 - Recurrent Neural Networks RNNs/79 - LSTMS and GRU English.vtt

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9 - Recurrent Neural Networks RNNs/79 - Wikipedia Article Describing LSTM Variants.txt

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9 - Recurrent Neural Networks RNNs/81 - RNN on a Sine Wave The Data English.vtt

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9 - Recurrent Neural Networks RNNs/82 - RNN on a Sine Wave Batch Generator English.vtt

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9 - Recurrent Neural Networks RNNs/83 - RNN on a Sine Wave Creating the Model English.vtt

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9 - Recurrent Neural Networks RNNs/83 - RNN on a Sine Wave Creating the Model.mp4

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9 - Recurrent Neural Networks RNNs/84 - RNN on a Sine Wave LSTMs and Forecasting English.vtt

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9 - Recurrent Neural Networks RNNs/85 - RNN on a Time Series Part One English.vtt

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9 - Recurrent Neural Networks RNNs/86 - RNN on a Time Series Part Two.mp4

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9 - Recurrent Neural Networks RNNs/87 - RNN Exercise English.vtt

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9 - Recurrent Neural Networks RNNs/87 - RNN Exercise.mp4

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9 - Recurrent Neural Networks RNNs/88 - RNN Exercise Solutions English.vtt

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9 - Recurrent Neural Networks RNNs/88 - RNN Exercise Solutions.mp4

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9 - Recurrent Neural Networks RNNs/89 - Bonus Multivariate Time Series RNN and LSTMs English.vtt

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