Complete Tensorflow 2 and Keras Deep Learning Bootcamp
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Torrent File Contents
Complete Tensorflow 2 and Keras Deep Learning Bootcamp
[TutsNode.net] - 9 - Recurrent Neural Networks RNNs/89 - Bonus Multivariate Time Series RNN and LSTMs.mp4
TutsNode.net.txt
[TutsNode.net] - 1 - Course Overview Installs and Setup/1 - AutoWelcome Message.html
[TutsNode.net] - 1 - Course Overview Installs and Setup/3 - Course Setup and Installation English.vtt
[TutsNode.net] - 12 - Generative Adversarial Networks/107 - Creating a GAN Part Three Model Training English.vtt
[TutsNode.net] - 9 - Recurrent Neural Networks RNNs/88 - RNN Exercise Solutions English.vtt
[TutsNode.net] - 9 - Recurrent Neural Networks RNNs/86 - RNN on a Time Series Part Two English.vtt
[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/58 - Tensorboard English.vtt
[TutsNode.net] - 1 - Course Overview Installs and Setup/3 - requirements.txt
[TutsNode.net] - 11 - AutoEncoders/99 - Autoencoder for Dimensionality Reduction English.vtt
[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/51 - Keras Project Solutions Exploratory Data Analysis English.vtt
[TutsNode.net] - 2 - COURSE OVERVIEW CONFIRMATION/1 - PLEASE WATCH COURSE OVERVIEW LECTURE.html
[TutsNode.net] - 3 - NumPy Crash Course/6 - NumPy Arrays English.vtt
[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/37 - Cost Functions and Gradient Descent English.vtt
[TutsNode.net] - 13 - Deployment/115 - Flask Front End English.vtt
[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/43 - Keras Regression Code Along Exploratory Data Analysis English.vtt
[TutsNode.net] - 9 - Recurrent Neural Networks RNNs/89 - Bonus Multivariate Time Series RNN and LSTMs English.vtt
[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/54 - Keras Project Solutions Categorical Data English.vtt
[TutsNode.net] - 6 - Machine Learning Concepts Overview/29 - Evaluating Performance Classification Error Metrics English.vtt
[TutsNode.net] - 5 - Visualization Crash Course/23 - Seaborn Basics English.vtt
[TutsNode.net] - 3 - NumPy Crash Course/9 - NumPy Exercises English.vtt
[TutsNode.net] - 13 - Deployment/116 - Live Deployment to the Web English.vtt
[TutsNode.net] - 8 - Convolutional Neural Networks CNNs/65 - CNN on MNIST Part Two Creating and Training the Model English.vtt
[TutsNode.net] - 11 - AutoEncoders/100 - Autoencoder for Images Part One English.vtt
[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/48 - Keras Classification Dealing with Overfitting and Evaluation English.vtt
[TutsNode.net] - 13 - Deployment/110 - Creating the Model English.vtt
[TutsNode.net] - 8 - Convolutional Neural Networks CNNs/71 - CNN on Real Image Files Part Two Data Processing English.vtt
[TutsNode.net] - 9 - Recurrent Neural Networks RNNs/83 - RNN on a Sine Wave Creating the Model English.vtt
[TutsNode.net] - 8 - Convolutional Neural Networks CNNs/61 - Convolutional Layers English.vtt
[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/38 - Backpropagation English.vtt
[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/52 - Keras Project Solutions Dealing with Missing Data English.vtt
[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/41 - Keras Syntax Basics Part Two Creating and Training the Model English.vtt
[TutsNode.net] - 8 - Convolutional Neural Networks CNNs/70 - CNN on Real Image Files Part One Reading in the Data English.vtt
[TutsNode.net] - 8 - Convolutional Neural Networks CNNs/72 - CNN on Real Image Files Part Three Creating the Model English.vtt
[TutsNode.net] - 4 - Pandas Crash Course/17 - Pandas Operations English.vtt
[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/44 - Keras Regression Code Along Exploratory Data Analysis Continued English.vtt
[TutsNode.net] - 10 - Natural Language Processing/93 - NLP Part Three Creating Batches English.vtt
[TutsNode.net] - 8 - Convolutional Neural Networks CNNs/64 - CNN on MNIST Part One The Data English.vtt
[TutsNode.net] - 9 - Recurrent Neural Networks RNNs/84 - RNN on a Sine Wave LSTMs and Forecasting English.vtt
[TutsNode.net] - 8 - Convolutional Neural Networks CNNs/60 - Image Filters and Kernels English.vtt
[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/53 - Keras Project Solutions Dealing with Missing Data Part Two English.vtt
[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/33 - Perceptron Model English.vtt
[TutsNode.net] - 12 - Generative Adversarial Networks/106 - Creating a GAN Part Two The Model English.vtt
[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/42 - Keras Syntax Basics Part Three Model Evaluation English.vtt
[TutsNode.net] - 5 - Visualization Crash Course/21 - Introduction to Python Visualization English.vtt
[TutsNode.net] - 4 - Pandas Crash Course/13 - Pandas DataFrames Part One English.vtt
[TutsNode.net] - 4 - Pandas Crash Course/18 - Data Input and Output English.vtt
[TutsNode.net] - 8 - Convolutional Neural Networks CNNs/67 - CNN on CIFAR10 Part One The Data English.vtt
[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/35 - Activation Functions English.vtt
[TutsNode.net] - 9 - Recurrent Neural Networks RNNs/79 - LSTMS and GRU English.vtt
[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/36 - MultiClass Classification Considerations English.vtt
[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/46 - Keras Regression Code Along Model Evaluation and Predictions English.vtt
[TutsNode.net] - 10 - Natural Language Processing/96 - NLP Part Six Generating Text English.vtt
[TutsNode.net] - 9 - Recurrent Neural Networks RNNs/79 - How to choose between LSTM vs GRU.txt
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[TutsNode.net] - 1 - Course Overview Installs and Setup/3 - Course Setup and Installation.mp4
[TutsNode.net] - 3 - NumPy Crash Course/7 - Numpy Index Selection English.vtt
[TutsNode.net] - 13 - Deployment/112 - Running a Basic Flask Application English.vtt
[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/40 - Keras Syntax Basics Part One Preparing the Data English.vtt
[TutsNode.net] - 4 - Pandas Crash Course/15 - Pandas Missing Data English.vtt
[TutsNode.net] - 10 - Natural Language Processing/94 - NLP Part Four Creating the Model English.vtt
[TutsNode.net] - 13 - Deployment/113 - Flask Postman API English.vtt
[TutsNode.net] - 10 - Natural Language Processing/95 - NLP Part Five Training the Model English.vtt
[TutsNode.net] - 11 - AutoEncoders/103 - Autoencoder Exercise Solutions English.vtt
[TutsNode.net] - 4 - Pandas Crash Course/16 - GroupBy Operations English.vtt
[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/57 - Keras Project Solutions Model Evaluation English.vtt
[TutsNode.net] - 9 - Recurrent Neural Networks RNNs/85 - RNN on a Time Series Part One English.vtt
[TutsNode.net] - 4 - Pandas Crash Course/14 - Pandas DataFrames Part Two English.vtt
[TutsNode.net] - 5 - Visualization Crash Course/22 - Matplotlib Basics English.vtt
[TutsNode.net] - 13 - Deployment/111 - Model Prediction Function English.vtt
[TutsNode.net] - 6 - Machine Learning Concepts Overview/27 - Supervised Learning Overview English.vtt
[TutsNode.net] - 4 - Pandas Crash Course/12 - Pandas Series English.vtt
[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/50 - TensorFlow 20 Keras Project Notebook Overview English.vtt
[TutsNode.net] - 9 - Recurrent Neural Networks RNNs/80 - RNN Batches English.vtt
[TutsNode.net] - 12 - Generative Adversarial Networks/104 - GANs Overview English.vtt
[TutsNode.net] - 8 - Convolutional Neural Networks CNNs/73 - CNN on Real Image Files Part Four Evaluating the Model English.vtt
[TutsNode.net] - 9 - Recurrent Neural Networks RNNs/81 - RNN on a Sine Wave The Data English.vtt
[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/45 - Keras Regression Code Along Data Preprocessing and Creating a Model English.vtt
[TutsNode.net] - 8 - Convolutional Neural Networks CNNs/75 - CNN Exercise Solutions English.vtt
[TutsNode.net] - 3 - NumPy Crash Course/8 - NumPy Operations English.vtt
[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/38 - Great walkthrough for BackPropagation.txt
[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/39 - TensorFlow vs Keras Explained English.vtt
[TutsNode.net] - 11 - AutoEncoders/98 - Autoencoder Basics English.vtt
[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/47 - Keras Classification Code Along EDA and Preprocessing English.vtt
[TutsNode.net] - 6 - Machine Learning Concepts Overview/28 - Overfitting English.vtt
[TutsNode.net] - 9 - Recurrent Neural Networks RNNs/82 - RNN on a Sine Wave Batch Generator English.vtt
[TutsNode.net] - 11 - AutoEncoders/101 - Autoencoder for Images Part Two Noise Removal English.vtt
[TutsNode.net] - 9 - Recurrent Neural Networks RNNs/77 - RNN Basic Theory English.vtt
[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/34 - Neural Networks English.vtt
[TutsNode.net] - 9 - Recurrent Neural Networks RNNs/78 - Vanishing Gradients English.vtt
[TutsNode.net] - 3 - NumPy Crash Course/10 - Numpy Exercises Solutions English.vtt
[TutsNode.net] - 5 - Visualization Crash Course/25 - Data Visualization Exercises Solutions English.vtt
[TutsNode.net] - 8 - Convolutional Neural Networks CNNs/68 - CNN on CIFAR10 Part Two Evaluating the Model English.vtt
[TutsNode.net] - 4 - Pandas Crash Course/20 - Pandas Exercises Solutions English.vtt
[TutsNode.net] - 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
[TutsNode.net] - 9 - Recurrent Neural Networks RNNs/79 - Famous Karpathy Blog Post.txt
[TutsNode.net] - 9 - Recurrent Neural Networks RNNs/79 - Wikipedia Article Describing LSTM Variants.txt
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[TutsNode.net] - 9 - Recurrent Neural Networks RNNs/88 - RNN Exercise Solutions.mp4
[TutsNode.net] - 8 - Convolutional Neural Networks CNNs/62 - Pooling Layers English.vtt
[TutsNode.net] - 12 - Generative Adversarial Networks/108 - DCGAN Deep Convolutional Generative Adversarial Networks English.vtt
[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/49 - TensorFlow 20 Keras Project Options Overview English.vtt
[TutsNode.net] - 8 - Convolutional Neural Networks CNNs/66 - CNN on MNIST Part Three Model Evaluation English.vtt
[TutsNode.net] - 10 - Natural Language Processing/90 - Introduction to NLP Section English.vtt
[TutsNode.net] - 8 - Convolutional Neural Networks CNNs/69 - Downloading Data Set for Real Image Lectures English.vtt
[TutsNode.net] - 6 - Machine Learning Concepts Overview/30 - Evaluating Performance Regression Error Metrics English.vtt
[TutsNode.net] - 6 - Machine Learning Concepts Overview/26 - What is Machine Learning English.vtt
[TutsNode.net] - 1 - Course Overview Installs and Setup/2 - Course Overview English.vtt
[TutsNode.net] - 8 - Convolutional Neural Networks CNNs/63 - MNIST Data Set Overview English.vtt
[TutsNode.net] - 6 - Machine Learning Concepts Overview/31 - Unsupervised Learning English.vtt
[TutsNode.net] - 9 - Recurrent Neural Networks RNNs/87 - RNN Exercise English.vtt
[TutsNode.net] - 10 - Natural Language Processing/91 - NLP Part One The Data English.vtt
[TutsNode.net] - 12 - Generative Adversarial Networks/105 - Creating a GAN Part One The Data English.vtt
[TutsNode.net] - 4 - Pandas Crash Course/11 - Introduction to Pandas English.vtt
[TutsNode.net] - 10 - Natural Language Processing/92 - NLP Part Two Text Processing English.vtt
[TutsNode.net] - 1 - Course Overview Installs and Setup/4 - FAQ Frequently Asked Questions.html
[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/56 - Keras Project Solutions Creating and Training a Model English.vtt
[TutsNode.net] - 13 - Deployment/114 - Flask API Using Requests Programmatically English.vtt
[TutsNode.net] - 13 - Deployment/109 - Introduction to Deployment English.vtt
[TutsNode.net] - 11 - AutoEncoders/102 - Autoencoder Exercise Overview English.vtt
[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/55 - Keras Project Solutions Data PreProcessing English.vtt
[TutsNode.net] - 8 - Convolutional Neural Networks CNNs/59 - CNN Section Overview English.vtt
[TutsNode.net] - 5 - Visualization Crash Course/24 - Data Visualization Exercises English.vtt
[TutsNode.net] - 11 - AutoEncoders/97 - Introduction to Autoencoders English.vtt
[TutsNode.net] - 4 - Pandas Crash Course/19 - Pandas Exercises English.vtt
[TutsNode.net] - 9 - Recurrent Neural Networks RNNs/76 - RNN Section Overview English.vtt
[TutsNode.net] - 8 - Convolutional Neural Networks CNNs/74 - CNN Exercise Overview English.vtt
[TutsNode.net] - 3 - NumPy Crash Course/5 - Introduction to NumPy English.vtt
[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/32 - Introduction to ANN Section English.vtt
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[TutsNode.net] - 9 - Recurrent Neural Networks RNNs/79 - Great Blog Post on Exploring LSTM Neurons.txt
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[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/58 - Tensorboard.mp4
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[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/51 - Keras Project Solutions Exploratory Data Analysis.mp4
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[TutsNode.net] - 13 - Deployment/116 - Live Deployment to the Web.mp4
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[TutsNode.net] - 9 - Recurrent Neural Networks RNNs/86 - RNN on a Time Series Part Two.mp4
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[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/43 - Keras Regression Code Along Exploratory Data Analysis.mp4
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[TutsNode.net] - 12 - Generative Adversarial Networks/107 - Creating a GAN Part Three Model Training.mp4
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[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/48 - Keras Classification Dealing with Overfitting and Evaluation.mp4
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[TutsNode.net] - 13 - Deployment/115 - Flask Front End.mp4
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[TutsNode.net] - 11 - AutoEncoders/99 - Autoencoder for Dimensionality Reduction.mp4
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[TutsNode.net] - 4 - Pandas Crash Course/18 - Data Input and Output.mp4
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[TutsNode.net] - 8 - Convolutional Neural Networks CNNs/72 - CNN on Real Image Files Part Three Creating the Model.mp4
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[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/52 - Keras Project Solutions Dealing with Missing Data.mp4
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[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/41 - Keras Syntax Basics Part Two Creating and Training the Model.mp4
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[TutsNode.net] - 13 - Deployment/110 - Creating the Model.mp4
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[TutsNode.net] - 5 - Visualization Crash Course/23 - Seaborn Basics.mp4
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[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/53 - Keras Project Solutions Dealing with Missing Data Part Two.mp4
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[TutsNode.net] - 8 - Convolutional Neural Networks CNNs/71 - CNN on Real Image Files Part Two Data Processing.mp4
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[TutsNode.net] - 8 - Convolutional Neural Networks CNNs/65 - CNN on MNIST Part Two Creating and Training the Model.mp4
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[TutsNode.net] - 8 - Convolutional Neural Networks CNNs/70 - CNN on Real Image Files Part One Reading in the Data.mp4
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[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/44 - Keras Regression Code Along Exploratory Data Analysis Continued.mp4
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[TutsNode.net] - 11 - AutoEncoders/100 - Autoencoder for Images Part One.mp4
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[TutsNode.net] - 8 - Convolutional Neural Networks CNNs/60 - Image Filters and Kernels.mp4
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[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/54 - Keras Project Solutions Categorical Data.mp4
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[TutsNode.net] - 1 - Course Overview Installs and Setup/4 - FINAL-TF2-FILES.zip
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[TutsNode.net] - 1 - Course Overview Installs and Setup/3 - FINAL-TF2-FILES.zip
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[TutsNode.net] - 9 - Recurrent Neural Networks RNNs/83 - RNN on a Sine Wave Creating the Model.mp4
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[TutsNode.net] - 9 - Recurrent Neural Networks RNNs/84 - RNN on a Sine Wave LSTMs and Forecasting.mp4
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[TutsNode.net] - 8 - Convolutional Neural Networks CNNs/67 - CNN on CIFAR10 Part One The Data.mp4
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[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/46 - Keras Regression Code Along Model Evaluation and Predictions.mp4
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[TutsNode.net] - 10 - Natural Language Processing/93 - NLP Part Three Creating Batches.mp4
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[TutsNode.net] - 10 - Natural Language Processing/94 - NLP Part Four Creating the Model.mp4
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[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/50 - TensorFlow 20 Keras Project Notebook Overview.mp4
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[TutsNode.net] - 11 - AutoEncoders/101 - Autoencoder for Images Part Two Noise Removal.mp4
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[TutsNode.net] - 3 - NumPy Crash Course/6 - NumPy Arrays.mp4
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[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/57 - Keras Project Solutions Model Evaluation.mp4
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[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/42 - Keras Syntax Basics Part Three Model Evaluation.mp4
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[TutsNode.net] - 8 - Convolutional Neural Networks CNNs/75 - CNN Exercise Solutions.mp4
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[TutsNode.net] - 4 - Pandas Crash Course/16 - GroupBy Operations.mp4
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[TutsNode.net] - 6 - Machine Learning Concepts Overview/29 - Evaluating Performance Classification Error Metrics.mp4
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[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/35 - Activation Functions.mp4
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[TutsNode.net] - 12 - Generative Adversarial Networks/108 - DCGAN Deep Convolutional Generative Adversarial Networks.mp4
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[TutsNode.net] - 13 - Deployment/113 - Flask Postman API.mp4
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[TutsNode.net] - 8 - Convolutional Neural Networks CNNs/64 - CNN on MNIST Part One The Data.mp4
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[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/37 - Cost Functions and Gradient Descent.mp4
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[TutsNode.net] - 4 - Pandas Crash Course/20 - Pandas Exercises Solutions.mp4
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[TutsNode.net] - 10 - Natural Language Processing/95 - NLP Part Five Training the Model.mp4
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[TutsNode.net] - 13 - Deployment/111 - Model Prediction Function.mp4
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[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/40 - Keras Syntax Basics Part One Preparing the Data.mp4
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[TutsNode.net] - 4 - Pandas Crash Course/17 - Pandas Operations.mp4
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[TutsNode.net] - 13 - Deployment/112 - Running a Basic Flask Application.mp4
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[TutsNode.net] - 5 - Visualization Crash Course/25 - Data Visualization Exercises Solutions.mp4
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[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/33 - Perceptron Model.mp4
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[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/47 - Keras Classification Code Along EDA and Preprocessing.mp4
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[TutsNode.net] - 8 - Convolutional Neural Networks CNNs/61 - Convolutional Layers.mp4
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[TutsNode.net] - 3 - NumPy Crash Course/7 - Numpy Index Selection.mp4
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[TutsNode.net] - 9 - Recurrent Neural Networks RNNs/82 - RNN on a Sine Wave Batch Generator.mp4
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[TutsNode.net] - 4 - Pandas Crash Course/13 - Pandas DataFrames Part One.mp4
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[TutsNode.net] - 10 - Natural Language Processing/96 - NLP Part Six Generating Text.mp4
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[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/38 - Backpropagation.mp4
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[TutsNode.net] - 3 - NumPy Crash Course/8 - NumPy Operations.mp4
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[TutsNode.net] - 3 - NumPy Crash Course/10 - Numpy Exercises Solutions.mp4
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[TutsNode.net] - 9 - Recurrent Neural Networks RNNs/81 - RNN on a Sine Wave The Data.mp4
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[TutsNode.net] - 12 - Generative Adversarial Networks/104 - GANs Overview.mp4
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[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/45 - Keras Regression Code Along Data Preprocessing and Creating a Model.mp4
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[TutsNode.net] - 8 - Convolutional Neural Networks CNNs/68 - CNN on CIFAR10 Part Two Evaluating the Model.mp4
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[TutsNode.net] - 9 - Recurrent Neural Networks RNNs/85 - RNN on a Time Series Part One.mp4
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[TutsNode.net] - 12 - Generative Adversarial Networks/106 - Creating a GAN Part Two The Model.mp4
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[TutsNode.net] - 8 - Convolutional Neural Networks CNNs/73 - CNN on Real Image Files Part Four Evaluating the Model.mp4
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[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/36 - MultiClass Classification Considerations.mp4
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[TutsNode.net] - 4 - Pandas Crash Course/15 - Pandas Missing Data.mp4
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[TutsNode.net] - 11 - AutoEncoders/103 - Autoencoder Exercise Solutions.mp4
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[TutsNode.net] - 8 - Convolutional Neural Networks CNNs/66 - CNN on MNIST Part Three Model Evaluation.mp4
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[TutsNode.net] - 4 - Pandas Crash Course/12 - Pandas Series.mp4
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[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/56 - Keras Project Solutions Creating and Training a Model.mp4
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[TutsNode.net] - 4 - Pandas Crash Course/14 - Pandas DataFrames Part Two.mp4
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[TutsNode.net] - 9 - Recurrent Neural Networks RNNs/79 - LSTMS and GRU.mp4
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[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/34 - Neural Networks.mp4
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[TutsNode.net] - 11 - AutoEncoders/102 - Autoencoder Exercise Overview.mp4
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[TutsNode.net] - 5 - Visualization Crash Course/22 - Matplotlib Basics.mp4
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[TutsNode.net] - 6 - Machine Learning Concepts Overview/26 - What is Machine Learning.mp4
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[TutsNode.net] - 10 - Natural Language Processing/92 - NLP Part Two Text Processing.mp4
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[TutsNode.net] - 9 - Recurrent Neural Networks RNNs/87 - RNN Exercise.mp4
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[TutsNode.net] - 9 - Recurrent Neural Networks RNNs/77 - RNN Basic Theory.mp4
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[TutsNode.net] - 8 - Convolutional Neural Networks CNNs/62 - Pooling Layers.mp4
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[TutsNode.net] - 9 - Recurrent Neural Networks RNNs/78 - Vanishing Gradients.mp4
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[TutsNode.net] - 4 - Pandas Crash Course/11 - Introduction to Pandas.mp4
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[TutsNode.net] - 4 - Pandas Crash Course/19 - Pandas Exercises.mp4
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[TutsNode.net] - 5 - Visualization Crash Course/24 - Data Visualization Exercises.mp4
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[TutsNode.net] - 1 - Course Overview Installs and Setup/2 - Course Overview.mp4
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[TutsNode.net] - 6 - Machine Learning Concepts Overview/28 - Overfitting.mp4
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[TutsNode.net] - 11 - AutoEncoders/98 - Autoencoder Basics.mp4
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[TutsNode.net] - 9 - Recurrent Neural Networks RNNs/80 - RNN Batches.mp4
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[TutsNode.net] - 6 - Machine Learning Concepts Overview/27 - Supervised Learning Overview.mp4
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[TutsNode.net] - 6 - Machine Learning Concepts Overview/30 - Evaluating Performance Regression Error Metrics.mp4
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[TutsNode.net] - 13 - Deployment/109 - Introduction to Deployment.mp4
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[TutsNode.net] - 13 - Deployment/114 - Flask API Using Requests Programmatically.mp4
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[TutsNode.net] - 8 - Convolutional Neural Networks CNNs/69 - Downloading Data Set for Real Image Lectures.mp4
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[TutsNode.net] - 8 - Convolutional Neural Networks CNNs/74 - CNN Exercise Overview.mp4
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[TutsNode.net] - 12 - Generative Adversarial Networks/105 - Creating a GAN Part One The Data.mp4
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[TutsNode.net] - 10 - Natural Language Processing/90 - Introduction to NLP Section.mp4
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[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/55 - Keras Project Solutions Data PreProcessing.mp4
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[TutsNode.net] - 3 - NumPy Crash Course/9 - NumPy Exercises.mp4
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[TutsNode.net] - 10 - Natural Language Processing/91 - NLP Part One The Data.mp4
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[TutsNode.net] - 8 - Convolutional Neural Networks CNNs/63 - MNIST Data Set Overview.mp4
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[TutsNode.net] - 6 - Machine Learning Concepts Overview/31 - Unsupervised Learning.mp4
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[TutsNode.net] - 3 - NumPy Crash Course/5 - Introduction to NumPy.mp4
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[TutsNode.net] - 11 - AutoEncoders/97 - Introduction to Autoencoders.mp4
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[TutsNode.net] - 9 - Recurrent Neural Networks RNNs/76 - RNN Section Overview.mp4
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[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/39 - TensorFlow vs Keras Explained.mp4
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[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/49 - TensorFlow 20 Keras Project Options Overview.mp4
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[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/32 - Introduction to ANN Section.mp4
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[TutsNode.net] - 8 - Convolutional Neural Networks CNNs/59 - CNN Section Overview.mp4
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[TutsNode.net] - 5 - Visualization Crash Course/21 - Introduction to Python Visualization.mp4
[TutsNode.net] - 9 - Recurrent Neural Networks RNNs/89 - Bonus Multivariate Time Series RNN and LSTMs.mp4
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TutsNode.net.txt
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[TutsNode.net] - 1 - Course Overview Installs and Setup/1 - AutoWelcome Message.html
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[TutsNode.net] - 12 - Generative Adversarial Networks/107 - Creating a GAN Part Three Model Training English.vtt
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[TutsNode.net] - 9 - Recurrent Neural Networks RNNs/88 - RNN Exercise Solutions English.vtt
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[TutsNode.net] - 9 - Recurrent Neural Networks RNNs/86 - RNN on a Time Series Part Two English.vtt
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[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/58 - Tensorboard English.vtt
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[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/54 - Keras Project Solutions Categorical Data English.vtt
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[TutsNode.net] - 6 - Machine Learning Concepts Overview/29 - Evaluating Performance Classification Error Metrics English.vtt
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[TutsNode.net] - 13 - Deployment/116 - Live Deployment to the Web English.vtt
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[TutsNode.net] - 8 - Convolutional Neural Networks CNNs/65 - CNN on MNIST Part Two Creating and Training the Model English.vtt
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[TutsNode.net] - 11 - AutoEncoders/100 - Autoencoder for Images Part One English.vtt
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[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/48 - Keras Classification Dealing with Overfitting and Evaluation English.vtt
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[TutsNode.net] - 9 - Recurrent Neural Networks RNNs/83 - RNN on a Sine Wave Creating the Model English.vtt
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[TutsNode.net] - 8 - Convolutional Neural Networks CNNs/61 - Convolutional Layers English.vtt
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[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/38 - Backpropagation English.vtt
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[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/52 - Keras Project Solutions Dealing with Missing Data English.vtt
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[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/41 - Keras Syntax Basics Part Two Creating and Training the Model English.vtt
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[TutsNode.net] - 8 - Convolutional Neural Networks CNNs/70 - CNN on Real Image Files Part One Reading in the Data English.vtt
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[TutsNode.net] - 8 - Convolutional Neural Networks CNNs/72 - CNN on Real Image Files Part Three Creating the Model English.vtt
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[TutsNode.net] - 7 - Basic Artificial Neural Networks ANNs/44 - Keras Regression Code Along Exploratory Data Analysis Continued English.vtt
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[TutsNode.net] - 10 - Natural Language Processing/93 - NLP Part Three Creating Batches English.vtt
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[TutsNode.net] - 8 - Convolutional Neural Networks CNNs/67 - CNN on CIFAR10 Part One The Data English.vtt
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[TutsNode.net] - 9 - Recurrent Neural Networks RNNs/80 - RNN Batches English.vtt
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[TutsNode.net] - 12 - Generative Adversarial Networks/104 - GANs Overview English.vtt
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[TutsNode.net] - 8 - Convolutional Neural Networks CNNs/73 - CNN on Real Image Files Part Four Evaluating the Model English.vtt
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[TutsNode.net] - 9 - Recurrent Neural Networks RNNs/81 - RNN on a Sine Wave The Data English.vtt
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[TutsNode.net] - 12 - Generative Adversarial Networks/108 - DCGAN Deep Convolutional Generative Adversarial Networks English.vtt
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Torrent Description
Description
This course will guide you through how to use Google’s latest TensorFlow 2 framework to create artificial neural networks for deep learning! This course aims to give you an easy to understand guide to the complexities of Google’s TensorFlow 2 framework in a way that is easy to understand.
We’ll focus on understanding the latest updates to TensorFlow and leveraging the Keras API (TensorFlow 2.0’s official API) to quickly and easily build models. In this course we will build models to forecast future price homes, classify medical images, predict future sales data, generate complete new text artificially and much more!
This course is designed to balance theory and practical implementation, with complete jupyter notebook guides of code and easy to reference slides and notes. We also have plenty of exercises to test your new skills along the way!
This course covers a variety of topics, including
NumPy Crash Course
Pandas Data Analysis Crash Course
Data Visualization Crash Course
Neural Network Basics
TensorFlow Basics
Keras Syntax Basics
Artificial Neural Networks
Densely Connected Networks
Convolutional Neural Networks
Recurrent Neural Networks
AutoEncoders
GANs – Generative Adversarial Networks
Deploying TensorFlow into Production
and much more!
Keras, a user-friendly API standard for machine learning, will be the central high-level API used to build and train models. The Keras API makes it easy to get started with TensorFlow 2. Importantly, Keras provides several model-building APIs (Sequential, Functional, and Subclassing), so you can choose the right level of abstraction for your project. TensorFlow’s implementation contains enhancements including eager execution, for immediate iteration and intuitive debugging, and tf.data, for building scalable input pipelines.
TensorFlow 2 makes it easy to take new ideas from concept to code, and from model to publication. TensorFlow 2.0 incorporates a number of features that enables the definition and training of state of the art models without sacrificing speed or performance
It is used by major companies all over the world, including Airbnb, Ebay, Dropbox, Snapchat, Twitter, Uber, SAP, Qualcomm, IBM, Intel, and of course, Google!
Become a deep learning guru today! We’ll see you inside the course!
Who this course is for:
Python developers interested in learning about TensorFlow 2 for deep learning and artificial intelligence
Requirements
Know how to code in Python
Some math basics such as derivatives
Last Updated 6/2022