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| [TGx]Downloaded from torrentgalaxy.to .txt |
585B |
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| 1 |
38B |
| 10 |
530.07KB |
| 100 |
637.68KB |
| 100 - Autoencoder for Images Part One.mp4 |
105.56MB |
| 100 - Autoencoder for Images Part One English.vtt |
22.02KB |
| 101 |
658.62KB |
| 101 - Autoencoder for Images Part Two Noise Removal.mp4 |
90.49MB |
| 101 - Autoencoder for Images Part Two Noise Removal English.vtt |
10.39KB |
| 102 |
548.06KB |
| 102 - Autoencoder Exercise Overview.mp4 |
35.36MB |
| 102 - Autoencoder Exercise Overview English.vtt |
4.87KB |
| 103 |
96.69KB |
| 103 - Autoencoder Exercise Solutions.mp4 |
44.26MB |
| 103 - Autoencoder Exercise Solutions English.vtt |
13.09KB |
| 104 |
667.89KB |
| 104 - GANs Overview.mp4 |
53.71MB |
| 104 - GANs Overview English.vtt |
11.35KB |
| 105 |
330.74KB |
| 105 - Creating a GAN Part One The Data.mp4 |
20.36MB |
| 105 - Creating a GAN Part One The Data English.vtt |
6.05KB |
| 106 |
172.63KB |
| 106 - Creating a GAN Part Two The Model.mp4 |
50.63MB |
| 106 - Creating a GAN Part Two The Model English.vtt |
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| 107 |
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| 107 - Creating a GAN Part Three Model Training.mp4 |
172.95MB |
| 107 - Creating a GAN Part Three Model Training English.vtt |
31.91KB |
| 108 |
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| 108 - DCGAN Deep Convolutional Generative Adversarial Networks.mp4 |
78.15MB |
| 108 - DCGAN Deep Convolutional Generative Adversarial Networks English.vtt |
9.28KB |
| 109 |
806.50KB |
| 109 - Introduction to Deployment.mp4 |
22.81MB |
| 109 - Introduction to Deployment English.vtt |
5.06KB |
| 10 - Numpy Exercises Solutions.mp4 |
55.21MB |
| 10 - Numpy Exercises Solutions English.vtt |
9.84KB |
| 11 |
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| 110 |
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| 110 - Creating the Model.mp4 |
122.08MB |
| 110 - Creating the Model English.vtt |
21.49KB |
| 111 |
246.46KB |
| 111 - Model Prediction Function.mp4 |
70.73MB |
| 111 - Model Prediction Function English.vtt |
11.79KB |
| 112 |
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| 112 - Running a Basic Flask Application.mp4 |
69.13MB |
| 112 - Running a Basic Flask Application English.vtt |
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| 113 |
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| 113 - Flask Postman API.mp4 |
78.02MB |
| 113 - Flask Postman API English.vtt |
13.71KB |
| 114 |
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| 114 - Flask API Using Requests Programmatically.mp4 |
22.34MB |
| 114 - Flask API Using Requests Programmatically English.vtt |
5.32KB |
| 115 - Flask Front End.mp4 |
167.48MB |
| 115 - Flask Front End English.vtt |
24.56KB |
| 116 - Live Deployment to the Web.mp4 |
195.44MB |
| 116 - Live Deployment to the Web English.vtt |
22.60KB |
| 11 - Introduction to Pandas.mp4 |
27.02MB |
| 11 - Introduction to Pandas English.vtt |
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| 12 |
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| 12 - Pandas Series.mp4 |
42.69MB |
| 12 - Pandas Series English.vtt |
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| 13 - Pandas DataFrames Part One.mp4 |
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| 13 - Pandas DataFrames Part One English.vtt |
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| 14 - Pandas DataFrames Part Two.mp4 |
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| 14 - Pandas DataFrames Part Two English.vtt |
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| 15 - Pandas Missing Data.mp4 |
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| 15 - Pandas Missing Data English.vtt |
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| 16 - GroupBy Operations.mp4 |
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| 16 - GroupBy Operations English.vtt |
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| 17 - Pandas Operations.mp4 |
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| 17 - Pandas Operations English.vtt |
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| 18 - Data Input and Output.mp4 |
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| 18 - Data Input and Output English.vtt |
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| 19 |
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| 19 - Pandas Exercises.mp4 |
26.92MB |
| 19 - Pandas Exercises English.vtt |
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| 1 - AutoWelcome Message.html |
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| 1 - PLEASE WATCH COURSE OVERVIEW LECTURE.html |
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| 20 |
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| 20 - Pandas Exercises Solutions.mp4 |
71.44MB |
| 20 - Pandas Exercises Solutions English.vtt |
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| 21 |
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| 21 - Introduction to Python Visualization.mp4 |
3.62MB |
| 21 - Introduction to Python Visualization English.vtt |
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| 22 |
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| 22 - Matplotlib Basics.mp4 |
32.84MB |
| 22 - Matplotlib Basics English.vtt |
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| 23 |
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| 23 - Seaborn Basics.mp4 |
119.97MB |
| 23 - Seaborn Basics English.vtt |
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| 24 |
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| 24 - Data Visualization Exercises.mp4 |
26.16MB |
| 24 - Data Visualization Exercises English.vtt |
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| 25 |
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| 25 - Data Visualization Exercises Solutions.mp4 |
68.99MB |
| 25 - Data Visualization Exercises Solutions English.vtt |
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| 26 |
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| 26 - What is Machine Learning.mp4 |
31.89MB |
| 26 - What is Machine Learning English.vtt |
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| 27 |
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| 27 - Supervised Learning Overview.mp4 |
23.95MB |
| 27 - Supervised Learning Overview English.vtt |
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| 28 |
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| 28 - Overfitting.mp4 |
25.42MB |
| 28 - Overfitting English.vtt |
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| 29 |
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| 29 - Evaluating Performance Classification Error Metrics.mp4 |
82.30MB |
| 29 - Evaluating Performance Classification Error Metrics English.vtt |
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| 2 - Course Overview.mp4 |
26.15MB |
| 2 - Course Overview English.vtt |
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| 30 |
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| 30 - Evaluating Performance Regression Error Metrics.mp4 |
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| 30 - Evaluating Performance Regression Error Metrics English.vtt |
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| 31 |
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| 31 - Unsupervised Learning.mp4 |
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| 31 - Unsupervised Learning English.vtt |
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| 32 |
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| 32 - Introduction to ANN Section.mp4 |
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| 32 - Introduction to ANN Section English.vtt |
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| 33 |
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| 33 - Perceptron Model.mp4 |
67.69MB |
| 33 - Perceptron Model English.vtt |
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| 34 |
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| 34 - Neural Networks.mp4 |
36.40MB |
| 34 - Neural Networks English.vtt |
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| 35 |
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| 35 - Activation Functions.mp4 |
79.61MB |
| 35 - Activation Functions English.vtt |
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| 36 |
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| 36 - MultiClass Classification Considerations.mp4 |
45.89MB |
| 36 - MultiClass Classification Considerations English.vtt |
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| 37 |
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| 37 - Cost Functions and Gradient Descent.mp4 |
75.78MB |
| 37 - Cost Functions and Gradient Descent English.vtt |
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| 38 |
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| 38 - Backpropagation.mp4 |
55.78MB |
| 38 - Backpropagation English.vtt |
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| 38 - Great walkthrough for BackPropagation.txt |
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| 39 |
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| 39 - TensorFlow vs Keras Explained.mp4 |
5.76MB |
| 39 - TensorFlow vs Keras Explained English.vtt |
2.79KB |
| 3 - Course Setup and Installation.mp4 |
231.59MB |
| 3 - Course Setup and Installation English.vtt |
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| 3 - FINAL-TF2-FILES.zip |
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| 3 - requirements.txt |
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| 40 |
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| 40 - Keras Syntax Basics Part One Preparing the Data.mp4 |
70.04MB |
| 40 - Keras Syntax Basics Part One Preparing the Data English.vtt |
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| 41 |
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| 41 - Keras Syntax Basics Part Two Creating and Training the Model.mp4 |
124.91MB |
| 41 - Keras Syntax Basics Part Two Creating and Training the Model English.vtt |
18.71KB |
| 42 |
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| 42 - Keras Syntax Basics Part Three Model Evaluation.mp4 |
85.34MB |
| 42 - Keras Syntax Basics Part Three Model Evaluation English.vtt |
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| 43 |
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| 43 - Keras Regression Code Along Exploratory Data Analysis.mp4 |
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| 43 - Keras Regression Code Along Exploratory Data Analysis English.vtt |
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| 44 |
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| 44 - Keras Regression Code Along Exploratory Data Analysis Continued.mp4 |
111.52MB |
| 44 - Keras Regression Code Along Exploratory Data Analysis Continued English.vtt |
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| 45 |
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| 45 - Keras Regression Code Along Data Preprocessing and Creating a Model.mp4 |
53.69MB |
| 45 - Keras Regression Code Along Data Preprocessing and Creating a Model English.vtt |
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| 46 |
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| 46 - Keras Regression Code Along Model Evaluation and Predictions.mp4 |
92.96MB |
| 46 - Keras Regression Code Along Model Evaluation and Predictions English.vtt |
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| 47 |
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| 47 - Keras Classification Code Along EDA and Preprocessing.mp4 |
61.92MB |
| 47 - Keras Classification Code Along EDA and Preprocessing English.vtt |
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| 48 |
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| 48 - Keras Classification Dealing with Overfitting and Evaluation.mp4 |
171.08MB |
| 48 - Keras Classification Dealing with Overfitting and Evaluation English.vtt |
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| 49 |
279.56KB |
| 49 - TensorFlow 20 Keras Project Options Overview.mp4 |
5.43MB |
| 49 - TensorFlow 20 Keras Project Options Overview English.vtt |
2.31KB |
| 4 - FAQ Frequently Asked Questions.html |
5.34KB |
| 4 - FINAL-TF2-FILES.zip |
99.27MB |
| 5 |
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| 50 |
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| 50 - TensorFlow 20 Keras Project Notebook Overview.mp4 |
90.51MB |
| 50 - TensorFlow 20 Keras Project Notebook Overview English.vtt |
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| 51 |
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| 51 - Keras Project Solutions Exploratory Data Analysis.mp4 |
220.05MB |
| 51 - Keras Project Solutions Exploratory Data Analysis English.vtt |
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| 52 |
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| 52 - Keras Project Solutions Dealing with Missing Data.mp4 |
133.36MB |
| 52 - Keras Project Solutions Dealing with Missing Data English.vtt |
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| 53 |
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| 53 - Keras Project Solutions Dealing with Missing Data Part Two.mp4 |
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| 53 - Keras Project Solutions Dealing with Missing Data Part Two English.vtt |
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| 54 |
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| 54 - Keras Project Solutions Categorical Data.mp4 |
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| 54 - Keras Project Solutions Categorical Data English.vtt |
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| 55 |
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| 55 - Keras Project Solutions Data PreProcessing.mp4 |
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| 55 - Keras Project Solutions Data PreProcessing English.vtt |
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| 56 |
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| 56 - Keras Project Solutions Creating and Training a Model.mp4 |
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| 56 - Keras Project Solutions Creating and Training a Model English.vtt |
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| 57 |
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| 57 - Keras Project Solutions Model Evaluation.mp4 |
85.59MB |
| 57 - Keras Project Solutions Model Evaluation English.vtt |
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| 58 |
686.99KB |
| 58 - Tensorboard.mp4 |
225.09MB |
| 58 - Tensorboard English.vtt |
26.53KB |
| 59 |
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| 59 - CNN Section Overview.mp4 |
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| 59 - CNN Section Overview English.vtt |
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| 5 - Introduction to NumPy.mp4 |
11.38MB |
| 5 - Introduction to NumPy English.vtt |
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| 6 |
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| 60 |
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| 60 - Image Filters and Kernels.mp4 |
103.07MB |
| 60 - Image Filters and Kernels English.vtt |
16.35KB |
| 61 |
229.40KB |
| 61 - Convolutional Layers.mp4 |
58.92MB |
| 61 - Convolutional Layers English.vtt |
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| 62 |
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| 62 - Pooling Layers.mp4 |
28.80MB |
| 62 - Pooling Layers English.vtt |
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| 63 |
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| 63 - MNIST Data Set Overview.mp4 |
12.83MB |
| 63 - MNIST Data Set Overview English.vtt |
6.70KB |
| 64 |
87.98KB |
| 64 - CNN on MNIST Part One The Data.mp4 |
77.55MB |
| 64 - CNN on MNIST Part One The Data English.vtt |
16.82KB |
| 65 |
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| 65 - CNN on MNIST Part Two Creating and Training the Model.mp4 |
115.89MB |
| 65 - CNN on MNIST Part Two Creating and Training the Model English.vtt |
22.48KB |
| 66 |
321.49KB |
| 66 - CNN on MNIST Part Three Model Evaluation.mp4 |
44.26MB |
| 66 - CNN on MNIST Part Three Model Evaluation English.vtt |
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| 67 |
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| 67 - CNN on CIFAR10 Part One The Data.mp4 |
93.96MB |
| 67 - CNN on CIFAR10 Part One The Data English.vtt |
15.60KB |
| 68 |
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| 68 - CNN on CIFAR10 Part Two Evaluating the Model.mp4 |
52.02MB |
| 68 - CNN on CIFAR10 Part Two Evaluating the Model English.vtt |
9.78KB |
| 69 |
382.14KB |
| 69 - cellimageszip Click the blue download button or the download button on the top right you cant preview this zip.txt |
70B |
| 69 - Downloading Data Set for Real Image Lectures.mp4 |
21.44MB |
| 69 - Downloading Data Set for Real Image Lectures English.vtt |
7.87KB |
| 6 - NumPy Arrays.mp4 |
88.58MB |
| 6 - NumPy Arrays English.vtt |
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| 7 |
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| 70 |
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| 70 - CNN on Real Image Files Part One Reading in the Data.mp4 |
114.78MB |
| 70 - CNN on Real Image Files Part One Reading in the Data English.vtt |
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| 71 |
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| 71 - CNN on Real Image Files Part Two Data Processing.mp4 |
118.19MB |
| 71 - CNN on Real Image Files Part Two Data Processing English.vtt |
21.03KB |
| 72 |
502.63KB |
| 72 - CNN on Real Image Files Part Three Creating the Model.mp4 |
135.34MB |
| 72 - CNN on Real Image Files Part Three Creating the Model English.vtt |
18.32KB |
| 73 |
753.75KB |
| 73 - CNN on Real Image Files Part Four Evaluating the Model.mp4 |
47.11MB |
| 73 - CNN on Real Image Files Part Four Evaluating the Model English.vtt |
11.25KB |
| 74 |
762.45KB |
| 74 - CNN Exercise Overview.mp4 |
20.38MB |
| 74 - CNN Exercise Overview English.vtt |
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| 75 |
314.40KB |
| 75 - CNN Exercise Solutions.mp4 |
84.41MB |
| 75 - CNN Exercise Solutions English.vtt |
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| 76 |
179.21KB |
| 76 - RNN Section Overview.mp4 |
7.09MB |
| 76 - RNN Section Overview English.vtt |
3.70KB |
| 77 |
185.03KB |
| 77 - RNN Basic Theory.mp4 |
29.07MB |
| 77 - RNN Basic Theory English.vtt |
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| 78 |
266.54KB |
| 78 - Vanishing Gradients.mp4 |
27.92MB |
| 78 - Vanishing Gradients English.vtt |
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| 79 |
613.35KB |
| 79 - Famous Karpathy Blog Post.txt |
55B |
| 79 - Great Blog Post on Exploring LSTM Neurons.txt |
48B |
| 79 - How to choose between LSTM vs GRU.txt |
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| 79 - LSTMS and GRU.mp4 |
40.74MB |
| 79 - LSTMS and GRU English.vtt |
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| 79 - Wikipedia Article Describing LSTM Variants.txt |
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| 7 - Numpy Index Selection.mp4 |
58.52MB |
| 7 - Numpy Index Selection English.vtt |
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| 8 |
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| 80 |
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| 80 - RNN Batches.mp4 |
24.35MB |
| 80 - RNN Batches English.vtt |
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| 81 |
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| 81 - RNN on a Sine Wave The Data.mp4 |
54.91MB |
| 81 - RNN on a Sine Wave The Data English.vtt |
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| 82 |
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| 82 - RNN on a Sine Wave Batch Generator.mp4 |
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| 82 - RNN on a Sine Wave Batch Generator English.vtt |
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| 83 |
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| 83 - RNN on a Sine Wave Creating the Model.mp4 |
95.89MB |
| 83 - RNN on a Sine Wave Creating the Model English.vtt |
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| 84 |
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| 84 - RNN on a Sine Wave LSTMs and Forecasting.mp4 |
94.60MB |
| 84 - RNN on a Sine Wave LSTMs and Forecasting English.vtt |
16.70KB |
| 85 |
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| 85 - RNN on a Time Series Part One.mp4 |
51.93MB |
| 85 - RNN on a Time Series Part One English.vtt |
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| 86 |
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| 86 - RNN on a Time Series Part Two.mp4 |
195.38MB |
| 86 - RNN on a Time Series Part Two English.vtt |
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| 87 |
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| 87 - RNN Exercise.mp4 |
29.92MB |
| 87 - RNN Exercise English.vtt |
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| 88 |
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| 88 - RNN Exercise Solutions.mp4 |
229.60MB |
| 88 - RNN Exercise Solutions English.vtt |
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| 89 |
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| 89 - Bonus Multivariate Time Series RNN and LSTMs.mp4 |
235.07MB |
| 89 - Bonus Multivariate Time Series RNN and LSTMs English.vtt |
23.86KB |
| 8 - NumPy Operations.mp4 |
55.39MB |
| 8 - NumPy Operations English.vtt |
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| 9 |
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| 90 |
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| 90 - Introduction to NLP Section.mp4 |
19.46MB |
| 90 - Introduction to NLP Section English.vtt |
8.37KB |
| 91 |
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| 91 - NLP Part One The Data.mp4 |
15.68MB |
| 91 - NLP Part One The Data English.vtt |
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| 92 |
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| 92 - NLP Part Two Text Processing.mp4 |
30.05MB |
| 92 - NLP Part Two Text Processing English.vtt |
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| 93 |
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| 93 - NLP Part Three Creating Batches.mp4 |
92.76MB |
| 93 - NLP Part Three Creating Batches English.vtt |
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| 94 |
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| 94 - NLP Part Four Creating the Model.mp4 |
91.18MB |
| 94 - NLP Part Four Creating the Model English.vtt |
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| 95 |
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| 95 - NLP Part Five Training the Model.mp4 |
71.26MB |
| 95 - NLP Part Five Training the Model English.vtt |
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| 96 |
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| 96 - NLP Part Six Generating Text.mp4 |
56.23MB |
| 96 - NLP Part Six Generating Text English.vtt |
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| 97 |
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| 97 - Introduction to Autoencoders.mp4 |
11.21MB |
| 97 - Introduction to Autoencoders English.vtt |
4.57KB |
| 98 |
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| 98 - Autoencoder Basics.mp4 |
24.58MB |
| 98 - Autoencoder Basics English.vtt |
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| 99 |
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| 99 - Autoencoder for Dimensionality Reduction.mp4 |
167.31MB |
| 99 - Autoencoder for Dimensionality Reduction English.vtt |
26.28KB |
| 9 - NumPy Exercises.mp4 |
16.35MB |
| 9 - NumPy Exercises English.vtt |
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| TutsNode.net.txt |
63B |