Filename | Size |
| 1. Intro to Course/1. What is Machine Learning.mp4 | 32.7 MB |
| 1. Intro to Course/1. What is Machine Learning.vtt | 10.1 KB |
| 1. Intro to Course/2. Basics of Machine Learning.mp4 | 27.6 MB |
| 1. Intro to Course/2. Basics of Machine Learning.vtt | 8.4 KB |
| 1. Intro to Course/3. Installing Anaconda Python Environment.mp4 | 32.8 MB |
| 1. Intro to Course/3. Installing Anaconda Python Environment.vtt | 9.3 KB |
| 1. Intro to Course/4. Downloading Setting Up Atom & Plugins.mp4 | 34 MB |
| 1. Intro to Course/4. Downloading Setting Up Atom & Plugins.vtt | 12 KB |
| 2. Python Basics/1. Variables in Python.mp4 | 24.7 MB |
| 2. Python Basics/1. Variables in Python.vtt | 10.9 KB |
| 2. Python Basics/2. Functions, Conditionals, & Loops in Python.mp4 | 28.4 MB |
| 2. Python Basics/2. Functions, Conditionals, & Loops in Python.vtt | 11.6 KB |
| 2. Python Basics/3. Arrays & Tuples in Python.mp4 | 38.2 MB |
| 2. Python Basics/3. Arrays & Tuples in Python.vtt | 17 KB |
| 2. Python Basics/4. Importing Modules in Python.mp4 | 20.6 MB |
| 2. Python Basics/4. Importing Modules in Python.vtt | 6.8 KB |
| 3. Building a Classification Model/1. What is scikit-learn Why use it.mp4 | 9.8 MB |
| 3. Building a Classification Model/1. What is scikit-learn Why use it.vtt | 4.5 KB |
| 3. Building a Classification Model/2. Installing scikit-learn & scipy with Anaconda.mp4 | 11.7 MB |
| 3. Building a Classification Model/2. Installing scikit-learn & scipy with Anaconda.vtt | 3.8 KB |
| 3. Building a Classification Model/3. Intro to the Iris Dataset.mp4 | 9.3 MB |
| 3. Building a Classification Model/3. Intro to the Iris Dataset.vtt | 4.2 KB |
| 3. Building a Classification Model/4. Datasets Features & Labels Explained.mp4 | 22.3 MB |
| 3. Building a Classification Model/4. Datasets Features & Labels Explained.vtt | 9.4 KB |
| 3. Building a Classification Model/5. Loading the Iris Dataset Examining & Preparing Data.mp4 | 28.6 MB |
| 3. Building a Classification Model/5. Loading the Iris Dataset Examining & Preparing Data.vtt | 11.7 KB |
| 3. Building a Classification Model/6. Creating Training a KNeighborsClassifier.mp4 | 31.6 MB |
| 3. Building a Classification Model/6. Creating Training a KNeighborsClassifier.vtt | 12.1 KB |
| 3. Building a Classification Model/7. Testing Prediction Accuracy with Test Data.mp4 | 26.5 MB |
| 3. Building a Classification Model/7. Testing Prediction Accuracy with Test Data.vtt | 14.6 KB |
| 3. Building a Classification Model/8. Building Our Own KNeighborsClassifier.mp4 | 35.8 MB |
| 3. Building a Classification Model/8. Building Our Own KNeighborsClassifier.vtt | 21.9 KB |
| 4. Building a Convolutional Neural Network/1. What is Keras Why use it.mp4 | 28.7 MB |
| 4. Building a Convolutional Neural Network/1. What is Keras Why use it.vtt | 9.9 KB |
| 4. Building a Convolutional Neural Network/2. What is a Convolutional Neural Network (CNN).mp4 | 53.1 MB |
| 4. Building a Convolutional Neural Network/2. What is a Convolutional Neural Network (CNN).vtt | 34.7 KB |
| 4. Building a Convolutional Neural Network/3. Installing Keras with Anaconda.mp4 | 19.5 MB |
| 4. Building a Convolutional Neural Network/3. Installing Keras with Anaconda.vtt | 5.5 KB |
| 4. Building a Convolutional Neural Network/4. Preparing Dataset for a CNN.mp4 | 55.8 MB |
| 4. Building a Convolutional Neural Network/4. Preparing Dataset for a CNN.vtt | 21.4 KB |
| 4. Building a Convolutional Neural Network/5. Building Visualizing a CNN using Sequential Part 1.mp4 | 53.2 MB |
| 4. Building a Convolutional Neural Network/5. Building Visualizing a CNN using Sequential Part 1.vtt | 17.9 KB |
| 4. Building a Convolutional Neural Network/6. Building Visualizing a CNN using Sequential Part 2.mp4 | 43.8 MB |
| 4. Building a Convolutional Neural Network/6. Building Visualizing a CNN using Sequential Part 2.vtt | 24 KB |
| 4. Building a Convolutional Neural Network/7. Training CNN Evaluating Accuracy Saving to Disk.mp4 | 66.4 MB |
| 4. Building a Convolutional Neural Network/7. Training CNN Evaluating Accuracy Saving to Disk.vtt | 21.4 KB |
| 4. Building a Convolutional Neural Network/8. Switching Python Environments Converting to Core ML Model.mp4 | 33.3 MB |
| 4. Building a Convolutional Neural Network/8. Switching Python Environments Converting to Core ML Model.vtt | 16.3 KB |
| 5. Building a Handwriting Recognition App/1. Intro to App – Handwriting.mp4 | 8.3 MB |
| 5. Building a Handwriting Recognition App/1. Intro to App – Handwriting.vtt | 3.7 KB |
| 5. Building a Handwriting Recognition App/2. Building Interface Wiring Up.mp4 | 36.3 MB |
| 5. Building a Handwriting Recognition App/2. Building Interface Wiring Up.vtt | 15 KB |
| 5. Building a Handwriting Recognition App/3. Drawing On Screen.mp4 | 71.4 MB |
| 5. Building a Handwriting Recognition App/3. Drawing On Screen.vtt | 26.8 KB |
| 5. Building a Handwriting Recognition App/4. Importing Core ML Model Reading Metadata.mp4 | 20.9 MB |
| 5. Building a Handwriting Recognition App/4. Importing Core ML Model Reading Metadata.vtt | 6.8 KB |
| 5. Building a Handwriting Recognition App/5. Utilizing Core ML Vision to Make Prediction.mp4 | 64.5 MB |
| 5. Building a Handwriting Recognition App/5. Utilizing Core ML Vision to Make Prediction.vtt | 21.7 KB |
| 5. Building a Handwriting Recognition App/6. Handling Displaying Prediction Results.mp4 | 54.8 MB |
| 5. Building a Handwriting Recognition App/6. Handling Displaying Prediction Results.vtt | 18.7 KB |
| 5. Building a Handwriting Recognition App/6.1 ML-Source-Code.zip.zip | 12.2 MB |
| 6. Core ML Basics/1. Intro to App – Core ML Photo Analysis.mp4 | 24.1 MB |
| 6. Core ML Basics/1. Intro to App – Core ML Photo Analysis.vtt | 5.5 KB |
| 6. Core ML Basics/10. Passing Images Through Core ML Model.mp4 | 49.4 MB |
| 6. Core ML Basics/10. Passing Images Through Core ML Model.vtt | 16 KB |
| 6. Core ML Basics/11. Handling Core ML Prediction Results.mp4 | 36.2 MB |
| 6. Core ML Basics/11. Handling Core ML Prediction Results.vtt | 12.3 KB |
| 6. Core ML Basics/11.1 machine-learning-core-awesomeness.zip.zip | 15.9 MB |
| 6. Core ML Basics/12. Challenge – Core ML Photo Analysis.mp4 | 6.9 MB |
| 6. Core ML Basics/12. Challenge – Core ML Photo Analysis.vtt | 1.5 KB |
| 6. Core ML Basics/2. What is Machine Learning.mp4 | 32.7 MB |
| 6. Core ML Basics/2. What is Machine Learning.vtt | 10.1 KB |
| 6. Core ML Basics/3. What is Core ML.mp4 | 17.3 MB |
| 6. Core ML Basics/3. What is Core ML.vtt | 6.8 KB |
| 6. Core ML Basics/4. Creating Xcode Project.mp4 | 9.6 MB |
| 6. Core ML Basics/4. Creating Xcode Project.vtt | 3.2 KB |
| 6. Core ML Basics/4.1 Core-ML-Assets.zip.zip | 607.7 KB |
| 6. Core ML Basics/5. Building ImageVC in Interface Builder Wiring Up.mp4 | 25.3 MB |
| 6. Core ML Basics/5. Building ImageVC in Interface Builder Wiring Up.vtt | 9.9 KB |
| 6. Core ML Basics/6. Creating ImageCell & Subclass Wiring Up.mp4 | 27.3 MB |
| 6. Core ML Basics/6. Creating ImageCell & Subclass Wiring Up.vtt | 10.9 KB |
| 6. Core ML Basics/7. Creating FoodItems Helper File.mp4 | 25.3 MB |
| 6. Core ML Basics/7. Creating FoodItems Helper File.vtt | 8.9 KB |
| 6. Core ML Basics/8. Creating Custom 3x3 Grid UICollectionViewFlowLayout.mp4 | 30.5 MB |
| 6. Core ML Basics/8. Creating Custom 3x3 Grid UICollectionViewFlowLayout.vtt | 12.1 KB |
| 6. Core ML Basics/9. Choosing, Downloading, Importing Core ML Model.mp4 | 23.6 MB |
| 6. Core ML Basics/9. Choosing, Downloading, Importing Core ML Model.vtt | 6.8 KB |