Filename Size 1.Introduction/01.Welcome.en.srt 2.1 KB 1.Introduction/01.Welcome.mp4 4.7 MB 1.Introduction/02.What you should know.en.srt 1.9 KB 1.Introduction/02.What you should know.mp4 1.5 MB 1.Introduction/03.Using the exercise files.en.srt 1.2 KB 1.Introduction/03.Using the exercise files.mp4 1.1 MB 2.1. Machine Learning Overview/04.What is machine learning.en.srt 11.3 KB 2.1. Machine Learning Overview/04.What is machine learning.mp4 12.4 MB 2.1. Machine Learning Overview/05.What is Core ML.en.srt 8 KB 2.1. Machine Learning Overview/05.What is Core ML.mp4 7.5 MB 2.1. Machine Learning Overview/06.What is Vision and NLP.en.srt 7.5 KB 2.1. Machine Learning Overview/06.What is Vision and NLP.mp4 6.6 MB 3.2. Core ML - Basics and First Project/07.Existing Core ML models.en.srt 1.7 KB 3.2. Core ML - Basics and First Project/07.Existing Core ML models.mp4 5 MB 3.2. Core ML - Basics and First Project/08.From name to gender - Your first ML app.en.srt 2.2 KB 3.2. Core ML - Basics and First Project/08.From name to gender - Your first ML app.mp4 3 MB 3.2. Core ML - Basics and First Project/09.Add a model and prepare your inputs.en.srt 11.3 KB 3.2. Core ML - Basics and First Project/09.Add a model and prepare your inputs.mp4 19.9 MB 3.2. Core ML - Basics and First Project/10.Get your first predictions.en.srt 5.6 KB 3.2. Core ML - Basics and First Project/10.Get your first predictions.mp4 12 MB 4.3. Convert Models/11.Prepare a virtual Python environment.en.srt 4 KB 4.3. Convert Models/11.Prepare a virtual Python environment.mp4 6.6 MB 4.3. Convert Models/12.Install Python dependencies.en.srt 2.8 KB 4.3. Convert Models/12.Install Python dependencies.mp4 4.2 MB 4.3. Convert Models/13.Convert an existing machine learning model for Core ML.en.srt 3 KB 4.3. Convert Models/13.Convert an existing machine learning model for Core ML.mp4 7.4 MB 5.4. The Vision Framework/14.Classify images and detect rectangles.en.srt 1.7 KB 5.4. The Vision Framework/14.Classify images and detect rectangles.mp4 3.2 MB 5.4. The Vision Framework/15.A quick project tour and AVFoundation.en.srt 5.5 KB 5.4. The Vision Framework/15.A quick project tour and AVFoundation.mp4 10.9 MB 5.4. The Vision Framework/16.Set up vision and rectangle detection.en.srt 6.4 KB 5.4. The Vision Framework/16.Set up vision and rectangle detection.mp4 11.7 MB 5.4. The Vision Framework/17.Draw rectangles on the camera image.en.srt 13.1 KB 5.4. The Vision Framework/17.Draw rectangles on the camera image.mp4 29.4 MB 5.4. The Vision Framework/18.A Core ML model for image classification.en.srt 10.8 KB 5.4. The Vision Framework/18.A Core ML model for image classification.mp4 21.3 MB 5.4. The Vision Framework/19.Let's classify what the camera sees.en.srt 7.5 KB 5.4. The Vision Framework/19.Let's classify what the camera sees.mp4 15.6 MB 6.5. Natural Language Processing (NLP)/20.See NSLinguisticTagger in action.en.srt 12.7 KB 6.5. Natural Language Processing (NLP)/20.See NSLinguisticTagger in action.mp4 18.2 MB 6.5. Natural Language Processing (NLP)/21.A diary app - Search without NLP.en.srt 17.6 KB 6.5. Natural Language Processing (NLP)/21.A diary app - Search without NLP.mp4 31.1 MB 6.5. Natural Language Processing (NLP)/22.An NLP enhanced search.en.srt 3.5 KB 6.5. Natural Language Processing (NLP)/22.An NLP enhanced search.mp4 3.2 MB 6.5. Natural Language Processing (NLP)/23.Lemmatization in detail.en.srt 2.7 KB 6.5. Natural Language Processing (NLP)/23.Lemmatization in detail.mp4 2.9 MB 6.5. Natural Language Processing (NLP)/24.Implement an NLP enhanced filter logic.en.srt 12.1 KB 6.5. Natural Language Processing (NLP)/24.Implement an NLP enhanced filter logic.mp4 21.3 MB 7.Conclusion/25.Next steps.en.srt 3.1 KB 7.Conclusion/25.Next steps.mp4 4.1 MB Exercise Files/Ex_Files_iOS_App_Dev_CoreML/Exercise Files/02_02/Begin/NamesML/NamesML.xcodeproj/project.pbxproj 11.7 KB Exercise Files/Ex_Files_iOS_App_Dev_CoreML/Exercise Files/02_02/Begin/NamesML/NamesML.xcodeproj/project.xcworkspace/contents.xcworkspacedata 152 B Exercise Files/Ex_Files_iOS_App_Dev_CoreML/Exercise Files/02_02/Begin/NamesML/NamesML.xcodeproj/project.xcworkspace/xcuserdata/brianadvent.xcuserdatad/UserInterfaceState.xcuserstate 24.5 KB Exercise Files/Ex_Files_iOS_App_Dev_CoreML/Exercise Files/02_02/Begin/NamesML/NamesML.xcodeproj/xcuserdata/brianadvent.xcuserdatad/xcschemes/xcschememanagement.plist 330 B Exercise Files/Ex_Files_iOS_App_Dev_CoreML/Exercise Files/02_02/Begin/NamesML/NamesML/AppDelegate.swift 2.1 KB Exercise Files/Ex_Files_iOS_App_Dev_CoreML/Exercise 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