Complete Unknown

• Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary com]
• 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 39.4 KB

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