Theatrical Release: 2016-08-26 DVD Release: 2016-10-04 Torrent Release: 18-11-2020 by user
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Runtime:
91 min.
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FILE LIST
Filename
Size
Course/1. Introduction to the Course/1. What is Machine Learning.mp4
45.3 MB
Course/1. Introduction to the Course/1. What is Machine Learning.srt
6.9 KB
Course/1. Introduction to the Course/2. What is Data Science.mp4
42.9 MB
Course/1. Introduction to the Course/2. What is Data Science.srt
5.7 KB
Course/1. Introduction to the Course/3. Download the Syllabus.html
1 KB
Course/1. Introduction to the Course/3.1 ML Data Science Syllabus.pdf
104 KB
Course/1. Introduction to the Course/4. Top Tips for Succeeding on this Course.html
2.1 KB
Course/1. Introduction to the Course/4.1 App Brewery Cornell Notes Template.html
141 B
Course/1. Introduction to the Course/5. Course Resources List.html
1.1 KB
Course/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/1. Solving a Business Problem with Image Classification.mp4
30.5 MB
Course/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/1. Solving a Business Problem with Image Classification.srt
5 KB
Course/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/1.1 Course Resources.html
122 B
Course/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/10. Use the Model to Make Predictions.mp4
218.3 MB
Course/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/10. Use the Model to Make Predictions.srt
33 KB
Course/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/11. Model Evaluation and the Confusion Matrix.mp4
62.8 MB
Course/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/11. Model Evaluation and the Confusion Matrix.srt
10.8 KB
Course/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/12. Model Evaluation and the Confusion Matrix.mp4
251.8 MB
Course/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/12. Model Evaluation and the Confusion Matrix.srt
40.5 KB
Course/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/13. Download the Complete Notebook Here.html
242 B
Course/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/13.1 10 Neural Nets - Keras CIFAR10 Classification.ipynb.zip
120.1 KB
Course/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/14. Any Feedback on this Section.html
521 B
Course/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/2. Installing Tensorflow and Keras for Jupyter.mp4
42.1 MB
Course/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/2. Installing Tensorflow and Keras for Jupyter.srt
6.4 KB
Course/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/3. Gathering the CIFAR 10 Dataset.mp4
31.4 MB
Course/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/3. Gathering the CIFAR 10 Dataset.srt
6.1 KB
Course/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/4. Exploring the CIFAR Data.mp4
110.3 MB
Course/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/4. Exploring the CIFAR Data.srt
18.2 KB
Course/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/5. Pre-processing Scaling Inputs and Creating a Validation Dataset.mp4
93.2 MB
Course/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/5. Pre-processing Scaling Inputs and Creating a Validation Dataset.srt
19.9 KB
Course/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/6. Compiling a Keras Model and Understanding the Cross Entropy Loss Function.mp4
103.6 MB
Course/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/6. Compiling a Keras Model and Understanding the Cross Entropy Loss Function.srt
18.6 KB
Course/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/7. Interacting with the Operating System and the Python Try-Catch Block.mp4
133.4 MB
Course/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/7. Interacting with the Operating System and the Python Try-Catch Block.srt
23.7 KB
Course/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/8. Fit a Keras Model and Use Tensorboard to Visualise Learning and Spot Problems.mp4
100.4 MB
Course/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/8. Fit a Keras Model and Use Tensorboard to Visualise Learning and Spot Problems.srt
14.1 KB
Course/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/9. Use Regularisation to Prevent Overfitting Early Stopping & Dropout Techniques.mp4
191.5 MB
Course/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/9. Use Regularisation to Prevent Overfitting Early Stopping & Dropout Techniques.srt
28.3 KB
Course/11. Use Tensorflow to Classify Handwritten Digits/1. What's coming up.mp4
7.1 MB
Course/11. Use Tensorflow to Classify Handwritten Digits/1. What's coming up.srt
2.5 KB
Course/11. Use Tensorflow to Classify Handwritten Digits/1.1 Course Resources.html
122 B
Course/11. Use Tensorflow to Classify Handwritten Digits/10. Understanding the Tensorflow Graph Nodes and Edges.mp4
115.8 MB
Course/11. Use Tensorflow to Classify Handwritten Digits/10. Understanding the Tensorflow Graph Nodes and Edges.srt
21.3 KB
Course/11. Use Tensorflow to Classify Handwritten Digits/11. Name Scoping and Image Visualisation in Tensorboard.mp4
155.4 MB
Course/11. Use Tensorflow to Classify Handwritten Digits/11. Name Scoping and Image Visualisation in Tensorboard.srt
26.3 KB
Course/11. Use Tensorflow to Classify Handwritten Digits/12. Different Model Architectures Experimenting with Dropout.mp4
213.7 MB
Course/11. Use Tensorflow to Classify Handwritten Digits/12. Different Model Architectures Experimenting with Dropout.srt
30.1 KB
Course/11. Use Tensorflow to Classify Handwritten Digits/13. Prediction and Model Evaluation.mp4
110.7 MB
Course/11. Use Tensorflow to Classify Handwritten Digits/13. Prediction and Model Evaluation.srt
18.9 KB
Course/11. Use Tensorflow to Classify Handwritten Digits/14. Download the Complete Notebook Here.html
242 B
Course/11. Use Tensorflow to Classify Handwritten Digits/14.1 11 Neural Networks - TF Handwriting Recognition.ipynb.zip
6.6 KB
Course/11. Use Tensorflow to Classify Handwritten Digits/15. Any Feedback on this Section.html
499 B
Course/11. Use Tensorflow to Classify Handwritten Digits/2. Getting the Data and Loading it into Numpy Arrays.mp4
52.8 MB
Course/11. Use Tensorflow to Classify Handwritten Digits/2. Getting the Data and Loading it into Numpy Arrays.srt
9 KB
Course/11. Use Tensorflow to Classify Handwritten Digits/2.1 MNIST.zip
14.8 MB
Course/11. Use Tensorflow to Classify Handwritten Digits/3. Data Exploration and Understanding the Structure of the Input Data.mp4
32.4 MB
Course/11. Use Tensorflow to Classify Handwritten Digits/3. Data Exploration and Understanding the Structure of the Input Data.srt
6.5 KB
Course/11. Use Tensorflow to Classify Handwritten Digits/4. Data Preprocessing One-Hot Encoding and Creating the Validation Dataset.mp4
70.2 MB
Course/11. Use Tensorflow to Classify Handwritten Digits/4. Data Preprocessing One-Hot Encoding and Creating the Validation Dataset.srt
12.7 KB
Course/11. Use Tensorflow to Classify Handwritten Digits/5. What is a Tensor.mp4
45.4 MB
Course/11. Use Tensorflow to Classify Handwritten Digits/5. What is a Tensor.srt
9 KB
Course/11. Use Tensorflow to Classify Handwritten Digits/6. Creating Tensors and Setting up the Neural Network Architecture.mp4
150.9 MB
Course/11. Use Tensorflow to Classify Handwritten Digits/6. Creating Tensors and Setting up the Neural Network Architecture.srt
29 KB
Course/11. Use Tensorflow to Classify Handwritten Digits/7. Defining the Cross Entropy Loss Function, the Optimizer and the Metrics.mp4
75.1 MB
Course/11. Use Tensorflow to Classify Handwritten Digits/7. Defining the Cross Entropy Loss Function, the Optimizer and the Metrics.srt
14.1 KB
Course/11. Use Tensorflow to Classify Handwritten Digits/8. TensorFlow Sessions and Batching Data.mp4
100.3 MB
Course/11. Use Tensorflow to Classify Handwritten Digits/8. TensorFlow Sessions and Batching Data.srt
20.5 KB
Course/11. Use Tensorflow to Classify Handwritten Digits/9. Tensorboard Summaries and the Filewriter.mp4
128.3 MB
Course/11. Use Tensorflow to Classify Handwritten Digits/9. Tensorboard Summaries and the Filewriter.srt
23.2 KB
Course/12. Serving a Tensorflow Model through a Website/1. What you'll make.mp4
38.4 MB
Course/12. Serving a Tensorflow Model through a Website/10. Drawing on an HTML Canvas.mp4
172 MB
Course/12. Serving a Tensorflow Model through a Website/10. Drawing on an HTML Canvas.srt
37.8 KB
Course/12. Serving a Tensorflow Model through a Website/11. Data Pre-Processing for Tensorflow.js.mp4
61.9 MB
Course/12. Serving a Tensorflow Model through a Website/12. Introduction to OpenCV.mp4
235.3 MB
Course/12. Serving a Tensorflow Model through a Website/12. Introduction to OpenCV.srt
38.4 KB
Course/12. Serving a Tensorflow Model through a Website/12.1 math_garden_stub 12.12 checkpoint.zip
4.1 MB
Course/12. Serving a Tensorflow Model through a Website/13. Resizing and Adding Padding to Images.mp4
157.5 MB
Course/12. Serving a Tensorflow Model through a Website/13. Resizing and Adding Padding to Images.srt
26.9 KB
Course/12. Serving a Tensorflow Model through a Website/14. Calculating the Centre of Mass and Shifting the Image.mp4
223.3 MB
Course/12. Serving a Tensorflow Model through a Website/14. Calculating the Centre of Mass and Shifting the Image.srt
35.5 KB
Course/12. Serving a Tensorflow Model through a Website/15. Making a Prediction from a Digit drawn on the HTML Canvas.mp4
104.4 MB
Course/12. Serving a Tensorflow Model through a Website/16. Adding the Game Logic.mp4
172.8 MB
Course/12. Serving a Tensorflow Model through a Website/16. Adding the Game Logic.srt
38.1 KB
Course/12. Serving a Tensorflow Model through a Website/16.1 math_garden_stub complete.zip
4.1 MB
Course/12. Serving a Tensorflow Model through a Website/17. Publish and Share your Website!.mp4
38.8 MB
Course/12. Serving a Tensorflow Model through a Website/2. Saving Tensorflow Models.mp4
110 MB
Course/12. Serving a Tensorflow Model through a Website/3. Loading a SavedModel.mp4
103.9 MB
Course/12. Serving a Tensorflow Model through a Website/3. Loading a SavedModel.srt
26.2 KB
Course/12. Serving a Tensorflow Model through a Website/3.1 MNIST_Model_Load_Files.zip
2.8 MB
Course/12. Serving a Tensorflow Model through a Website/4. Converting a Model to Tensorflow.js.mp4
132.5 MB
Course/12. Serving a Tensorflow Model through a Website/4.1 TFJS.zip
1.5 MB
Course/12. Serving a Tensorflow Model through a Website/5. Introducing the Website Project and Tooling.mp4
78 MB
Course/12. Serving a Tensorflow Model through a Website/5.1 math_garden_stub.zip
44 KB
Course/12. Serving a Tensorflow Model through a Website/6. HTML and CSS Styling.mp4
150.2 MB
Course/12. Serving a Tensorflow Model through a Website/6. HTML and CSS Styling.srt
37.9 KB
Course/12. Serving a Tensorflow Model through a Website/7. Loading a Tensorflow.js Model and Starting your own Server.mp4
188 MB
Course/12. Serving a Tensorflow Model through a Website/7. Loading a Tensorflow.js Model and Starting your own Server.srt
37.2 KB
Course/12. Serving a Tensorflow Model through a Website/8. Adding a Favicon.mp4
41.5 MB
Course/12. Serving a Tensorflow Model through a Website/9. Styling an HTML Canvas.mp4
187.4 MB
Course/12. Serving a Tensorflow Model through a Website/9. Styling an HTML Canvas.srt