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Download Lynda - iOS App Development Core ML

Lynda iOS App Development Core ML

Name

Lynda - iOS App Development Core ML

 DOWNLOAD Copy Link

Total Size

2.4 GB

Total Files

574

Hash

913DF210F604EBA0EDC8B59F77CA7DCC9EF19ACC

/1.Introduction/

01.Welcome.mp4

5.0 MB

02.What you should know.mp4

1.5 MB

03.Using the exercise files.mp4

1.1 MB

01.Welcome.en.srt

2.2 KB

02.What you should know.en.srt

1.9 KB

03.Using the exercise files.en.srt

1.2 KB

/2.1. Machine Learning Overview/

04.What is machine learning.mp4

13.0 MB

05.What is Core ML.mp4

7.8 MB

06.What is Vision and NLP.mp4

7.0 MB

04.What is machine learning.en.srt

11.5 KB

05.What is Core ML.en.srt

8.2 KB

06.What is Vision and NLP.en.srt

7.7 KB

/3.2. Core ML - Basics and First Project/

09.Add a model and prepare your inputs.mp4

20.9 MB

10.Get your first predictions.mp4

12.6 MB

07.Existing Core ML models.mp4

5.2 MB

08.From name to gender - Your first ML app.mp4

3.2 MB

09.Add a model and prepare your inputs.en.srt

11.6 KB

10.Get your first predictions.en.srt

5.7 KB

08.From name to gender - Your first ML app.en.srt

2.3 KB

07.Existing Core ML models.en.srt

1.7 KB

/4.3. Convert Models/

13.Convert an existing machine learning model for Core ML.mp4

7.7 MB

11.Prepare a virtual Python environment.mp4

7.0 MB

12.Install Python dependencies.mp4

4.4 MB

11.Prepare a virtual Python environment.en.srt

4.1 KB

13.Convert an existing machine learning model for Core ML.en.srt

3.1 KB

12.Install Python dependencies.en.srt

2.8 KB

/5.4. The Vision Framework/

17.Draw rectangles on the camera image.mp4

30.8 MB

18.A Core ML model for image classification.mp4

22.4 MB

19.Let's classify what the camera sees.mp4

16.4 MB

16.Set up vision and rectangle detection.mp4

12.2 MB

15.A quick project tour and AVFoundation.mp4

11.4 MB

14.Classify images and detect rectangles.mp4

3.4 MB

17.Draw rectangles on the camera image.en.srt

13.4 KB

18.A Core ML model for image classification.en.srt

11.0 KB

19.Let's classify what the camera sees.en.srt

7.7 KB

16.Set up vision and rectangle detection.en.srt

6.6 KB

15.A quick project tour and AVFoundation.en.srt

5.7 KB

14.Classify images and detect rectangles.en.srt

1.8 KB

/6.5. Natural Language Processing (NLP)/

21.A diary app - Search without NLP.mp4

32.6 MB

24.Implement an NLP enhanced filter logic.mp4

22.3 MB

20.See NSLinguisticTagger in action.mp4

19.1 MB

22.An NLP enhanced search.mp4

3.3 MB

23.Lemmatization in detail.mp4

3.1 MB

21.A diary app - Search without NLP.en.srt

18.0 KB

20.See NSLinguisticTagger in action.en.srt

13.0 KB

24.Implement an NLP enhanced filter logic.en.srt

12.4 KB

22.An NLP enhanced search.en.srt

3.5 KB

23.Lemmatization in detail.en.srt

2.7 KB

/7.Conclusion/

25.Next steps.mp4

4.3 MB

25.Next steps.en.srt

3.2 KB

/.../Ex_Files_iOS_App_Dev_CoreML/Exercise Files/02_02/Begin/NamesML/NamesML/Assets.xcassets/AppIcon.appiconset/

Contents.json

1.5 KB

/.../Ex_Files_iOS_App_Dev_CoreML/Exercise Files/02_02/Begin/NamesML/NamesML/Base.lproj/

Main.storyboard

5.5 KB

LaunchScreen.storyboard

1.7 KB

/.../Ex_Files_iOS_App_Dev_CoreML/Exercise Files/02_02/Begin/NamesML/NamesML/

AppDelegate.swift

2.2 KB

Info.plist

1.5 KB

ViewController.swift

0.7 KB

/.../Ex_Files_iOS_App_Dev_CoreML/Exercise Files/02_02/Begin/NamesML/NamesML.xcodeproj/project.xcworkspace/xcuserdata/brianadvent.xcuserdatad/

UserInterfaceState.xcuserstate

25.1 KB

/.../Ex_Files_iOS_App_Dev_CoreML/Exercise Files/02_02/Begin/NamesML/NamesML.xcodeproj/project.xcworkspace/

contents.xcworkspacedata

0.2 KB

/.../Ex_Files_iOS_App_Dev_CoreML/Exercise Files/02_02/Begin/NamesML/NamesML.xcodeproj/xcuserdata/brianadvent.xcuserdatad/xcschemes/

xcschememanagement.plist

0.3 KB

/.../Ex_Files_iOS_App_Dev_CoreML/Exercise Files/02_02/Begin/NamesML/NamesML.xcodeproj/

project.pbxproj

12.0 KB

/.../Ex_Files_iOS_App_Dev_CoreML/Exercise Files/02_03/begin/namesml/namesml/assets.xcassets/AppIcon.appiconset/

Contents.json

1.5 KB

/.../Ex_Files_iOS_App_Dev_CoreML/Exercise Files/02_03/begin/namesml/namesml/Base.lproj/

Main.storyboard

5.5 KB

LaunchScreen.storyboard

1.7 KB

/.../Ex_Files_iOS_App_Dev_CoreML/Exercise Files/02_03/begin/namesml/namesml/

AppDelegate.swift

2.2 KB

Info.plist

1.5 KB

ViewController.swift

1.0 KB

/.../Ex_Files_iOS_App_Dev_CoreML/Exercise Files/02_03/begin/namesml/namesml.xcodeproj/project.xcworkspace/xcuserdata/brianadvent.xcuserdatad/

UserInterfaceState.xcuserstate

26.5 KB

/.../Ex_Files_iOS_App_Dev_CoreML/Exercise Files/02_03/begin/namesml/namesml.xcodeproj/project.xcworkspace/

contents.xcworkspacedata

0.2 KB

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xcschememanagement.plist

0.3 KB

/.../Ex_Files_iOS_App_Dev_CoreML/Exercise Files/02_03/begin/namesml/namesml.xcodeproj/

project.pbxproj

12.0 KB

/.../Ex_Files_iOS_App_Dev_CoreML/Exercise Files/02_03/end/namesml/NamesML/Assets.xcassets/AppIcon.appiconset/

Contents.json

1.5 KB

/.../Ex_Files_iOS_App_Dev_CoreML/Exercise Files/02_03/end/namesml/NamesML/Base.lproj/

Main.storyboard

5.5 KB

LaunchScreen.storyboard

1.7 KB

/.../Ex_Files_iOS_App_Dev_CoreML/Exercise Files/02_03/end/namesml/NamesML/

GenderByName.mlmodel

513.1 KB

AppDelegate.swift

2.2 KB

ViewController.swift

1.7 KB

Info.plist

1.5 KB

/.../Ex_Files_iOS_App_Dev_CoreML/Exercise Files/02_03/end/namesml/namesml.xcodeproj/project.xcworkspace/xcuserdata/brianadvent.xcuserdatad/

UserInterfaceState.xcuserstate

28.4 KB

/.../Ex_Files_iOS_App_Dev_CoreML/Exercise Files/02_03/end/namesml/namesml.xcodeproj/project.xcworkspace/

contents.xcworkspacedata

0.2 KB

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xcschememanagement.plist

0.3 KB

/.../Ex_Files_iOS_App_Dev_CoreML/Exercise Files/02_03/end/namesml/namesml.xcodeproj/

project.pbxproj

12.4 KB

/.../Ex_Files_iOS_App_Dev_CoreML/Exercise Files/02_03/

GenderByName.mlmodel

513.1 KB

/.../Ex_Files_iOS_App_Dev_CoreML/Exercise Files/02_04/Begin/NamesML/NamesML/Assets.xcassets/AppIcon.appiconset/

Contents.json

1.5 KB

/.../Ex_Files_iOS_App_Dev_CoreML/Exercise Files/02_04/Begin/NamesML/NamesML/Base.lproj/

Main.storyboard

5.5 KB

LaunchScreen.storyboard

1.7 KB

/.../Ex_Files_iOS_App_Dev_CoreML/Exercise Files/02_04/Begin/NamesML/NamesML/

GenderByName.mlmodel

513.1 KB

AppDelegate.swift

2.2 KB

ViewController.swift

1.7 KB

Info.plist

1.5 KB

/.../Ex_Files_iOS_App_Dev_CoreML/Exercise Files/02_04/Begin/NamesML/NamesML.xcodeproj/project.xcworkspace/xcuserdata/brianadvent.xcuserdatad/

UserInterfaceState.xcuserstate

27.9 KB

/.../Ex_Files_iOS_App_Dev_CoreML/Exercise Files/02_04/Begin/NamesML/NamesML.xcodeproj/project.xcworkspace/

contents.xcworkspacedata

0.2 KB

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xcschememanagement.plist

0.3 KB

/.../Ex_Files_iOS_App_Dev_CoreML/Exercise Files/02_04/Begin/NamesML/NamesML.xcodeproj/

project.pbxproj

12.4 KB

/.../Ex_Files_iOS_App_Dev_CoreML/Exercise Files/02_04/End/NamesML/NamesML/assets.xcassets/AppIcon.appiconset/

Contents.json

1.5 KB

/.../Ex_Files_iOS_App_Dev_CoreML/Exercise Files/02_04/End/NamesML/NamesML/Base.lproj/

Main.storyboard

5.5 KB

LaunchScreen.storyboard

1.7 KB

/.../Ex_Files_iOS_App_Dev_CoreML/Exercise Files/02_04/End/NamesML/NamesML/

GenderByName.mlmodel

513.1 KB

ViewController.swift

2.2 KB

AppDelegate.swift

2.2 KB

Info.plist

1.5 KB

/.../Ex_Files_iOS_App_Dev_CoreML/Exercise Files/02_04/End/NamesML/NamesML.xcodeproj/project.xcworkspace/xcuserdata/brianadvent.xcuserdatad/

UserInterfaceState.xcuserstate

29.6 KB

/.../Ex_Files_iOS_App_Dev_CoreML/Exercise Files/02_04/End/NamesML/NamesML.xcodeproj/project.xcworkspace/

contents.xcworkspacedata

0.2 KB

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xcschememanagement.plist

0.3 KB

/.../Ex_Files_iOS_App_Dev_CoreML/Exercise Files/02_04/End/NamesML/NamesML.xcodeproj/

project.pbxproj

12.4 KB

/.../Ex_Files_iOS_App_Dev_CoreML/Exercise Files/03_03/Begin/

namesDataset.csv

1.6 MB

names.py

1.9 KB

/.../Ex_Files_iOS_App_Dev_CoreML/Exercise Files/03_03/End/

namesDataset.csv

1.6 MB

GenderByName.mlmodel

506.2 KB

names.py

1.9 KB

/.../Ex_Files_iOS_App_Dev_CoreML/Exercise Files/04_02/Begin/VisionML/.git/hooks/

README.sample

0.2 KB

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0.0 KB

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/Exercise Files/

Ex_Files_iOS_App_Dev_CoreML.zip

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Total files 574


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