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[ DevCourseWeb com ] Udemy - Create ML - The Ultimate IOS Machine Learning Course [2023]
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1. Course Introduction
1. Course Introduction.mp4
2. Code Downloads.html
AirlineSentimentAnalysis
AirlineSentimentAnalysis.xcodeproj
project.pbxproj
project.xcworkspace
contents.xcworkspacedata
xcshareddata
IDEWorkspaceChecks.plist
xcuserdata
marcdaou.xcuserdatad
UserInterfaceState.xcuserstate
xcuserdata
marcdaou.xcuserdatad
xcschemes
xcschememanagement.plist
AirlineSentimentAnalysis
AirlineSentimentAnalysis.mlmodel
AppDelegate.swift
Assets.xcassets
AccentColor.colorset
Contents.json
AppIcon.appiconset
Contents.json
Contents.json
Base.lproj
LaunchScreen.storyboard
Main.storyboard
Info.plist
SceneDelegate.swift
ViewController.swift
DS_Store
AnimalSoundClassifier
AnimalSoundClassifier.xcodeproj
project.pbxproj
project.xcworkspace
contents.xcworkspacedata
xcshareddata
IDEWorkspaceChecks.plist
xcuserdata
marcdaou.xcuserdatad
UserInterfaceState.xcuserstate
xcuserdata
marcdaou.xcuserdatad
xcschemes
xcschememanagement.plist
AnimalSoundClassifier
AppDelegate.swift
Assets.xcassets
AccentColor.colorset
Contents.json
AppIcon.appiconset
Contents.json
Contents.json
Base.lproj
LaunchScreen.storyboard
Main.storyboard
Info.plist
MySoundClassifier.mlmodel
SceneDelegate.swift
ViewController.swift
WaveView.swift
DS_Store
ChunkingWordTagger
ChunkingWordTagger.xcodeproj
project.pbxproj
project.xcworkspace
contents.xcworkspacedata
xcshareddata
IDEWorkspaceChecks.plist
xcuserdata
marcdaou.xcuserdatad
UserInterfaceState.xcuserstate
xcuserdata
marcdaou.xcuserdatad
xcschemes
xcschememanagement.plist
ChunkingWordTagger
AppDelegate.swift
Assets.xcassets
AccentColor.colorset
Contents.json
AppIcon.appiconset
Contents.json
Contents.json
Base.lproj
LaunchScreen.storyboard
Main.storyboard
Chunking.mlmodel
Info.plist
SceneDelegate.swift
ViewController.swift
GPTAPIDemo
GPTAPIDemo.xcodeproj
project.pbxproj
project.xcworkspace
contents.xcworkspacedata
xcshareddata
IDEWorkspaceChecks.plist
xcuserdata
marcdaou.xcuserdatad
UserInterfaceState.xcuserstate
xcuserdata
marcdaou.xcuserdatad
xcdebugger
Breakpoints_v2.xcbkptlist
xcschemes
xcschememanagement.plist
GPTAPIDemo
AppDelegate.swift
Assets.xcassets
AccentColor.colorset
Contents.json
AppIcon.appiconset
Contents.json
Contents.json
Base.lproj
LaunchScreen.storyboard
Main.storyboard
IncomingMessageCell.swift
Info.plist
LLMChatManager.swift
SceneDelegate.swift
UserMessageCell.swift
ViewController.swift
IrisClassification
IrisClassification.xcodeproj
project.pbxproj
project.xcworkspace
contents.xcworkspacedata
xcshareddata
IDEWorkspaceChecks.plist
xcuserdata
marcdaou.xcuserdatad
UserInterfaceState.xcuserstate
xcuserdata
marcdaou.xcuserdatad
xcschemes
xcschememanagement.plist
IrisClassification
AppDelegate.swift
Assets.xcassets
AccentColor.colorset
Contents.json
AppIcon.appiconset
Contents.json
Contents.json
Base.lproj
LaunchScreen.storyboard
Main.storyboard
Info.plist
IrisSpeciesPrediction.mlmodel
SceneDelegate.swift
ViewController.swift
MovieRecommenderApp
DS_Store
MovieRecommenderApp.xcodeproj
project.pbxproj
project.xcworkspace
contents.xcworkspacedata
xcshareddata
IDEWorkspaceChecks.plist
xcuserdata
marcdaou.xcuserdatad
UserInterfaceState.xcuserstate
xcuserdata
marcdaou.xcuserdatad
xcdebugger
Breakpoints_v2.xcbkptlist
xcschemes
xcschememanagement.plist
MovieRecommenderApp
AppDelegate.swift
Assets.xcassets
AccentColor.colorset
Contents.json
AppIcon.appiconset
Contents.json
Contents.json
Base.lproj
LaunchScreen.storyboard
Main.storyboard
Info.plist
MovieRecommender.mlmodel
SceneDelegate.swift
ViewController.swift
Wine Regressor App
DS_Store
Wine Regressor App.xcodeproj
project.pbxproj
project.xcworkspace
contents.xcworkspacedata
xcshareddata
IDEWorkspaceChecks.plist
xcuserdata
marcdaou.xcuserdatad
UserInterfaceState.xcuserstate
xcuserdata
marcdaou.xcuserdatad
xcschemes
xcschememanagement.plist
Wine Regressor App
AppDelegate.swift
Assets.xcassets
AccentColor.colorset
Contents.json
AppIcon.appiconset
Contents.json
Contents.json
Base.lproj
LaunchScreen.storyboard
Main.storyboard
Info.plist
SceneDelegate.swift
ViewController.swift
WineQualityRegressor.mlmodel
__MACOSX
AirlineSentimentAnalysis
AirlineSentimentAnalysis
Assets.xcassets
AccentColor.colorset
_Contents.json
_Contents.json
Base.lproj
_LaunchScreen.storyboard
_Main.storyboard
_AppDelegate.swift
_SceneDelegate.swift
_ViewController.swift
_.DS_Store
_AirlineSentimentAnalysis.xcodeproj
AnimalSoundClassifier
AnimalSoundClassifier.xcodeproj
_project.xcworkspace
AnimalSoundClassifier
Assets.xcassets
AccentColor.colorset
_Contents.json
_Contents.json
Base.lproj
_LaunchScreen.storyboard
_Main.storyboard
_AppDelegate.swift
_MySoundClassifier.mlmodel
_SceneDelegate.swift
_ViewController.swift
_WaveView.swift
_.DS_Store
_AnimalSoundClassifier.xcodeproj
ChunkingWordTagger
ChunkingWordTagger
Assets.xcassets
AccentColor.colorset
_Contents.json
_Contents.json
Base.lproj
_LaunchScreen.storyboard
_Main.storyboard
_AppDelegate.swift
_Chunking.mlmodel
_SceneDelegate.swift
_ViewController.swift
_ChunkingWordTagger.xcodeproj
GPTAPIDemo
GPTAPIDemo.xcodeproj
_project.xcworkspace
GPTAPIDemo
Assets.xcassets
AccentColor.colorset
_Contents.json
_Contents.json
Base.lproj
_LaunchScreen.storyboard
_Main.storyboard
_AppDelegate.swift
_IncomingMessageCell.swift
_Info.plist
_LLMChatManager.swift
_SceneDelegate.swift
_UserMessageCell.swift
_ViewController.swift
_GPTAPIDemo.xcodeproj
IrisClassification
IrisClassification.xcodeproj
_project.xcworkspace
IrisClassification
Assets.xcassets
AccentColor.colorset
_Contents.json
_Contents.json
Base.lproj
_LaunchScreen.storyboard
_Main.storyboard
_AppDelegate.swift
_SceneDelegate.swift
_ViewController.swift
_IrisClassification.xcodeproj
MovieRecommenderApp
MovieRecommenderApp.xcodeproj
_project.xcworkspace
MovieRecommenderApp
Assets.xcassets
AccentColor.colorset
_Contents.json
_Contents.json
Base.lproj
_LaunchScreen.storyboard
_Main.storyboard
_AppDelegate.swift
_SceneDelegate.swift
_ViewController.swift
_.DS_Store
_MovieRecommenderApp.xcodeproj
Wine Regressor App
Wine Regressor App.xcodeproj
_project.xcworkspace
Wine Regressor App
Assets.xcassets
AccentColor.colorset
_Contents.json
_Contents.json
Base.lproj
_LaunchScreen.storyboard
_Main.storyboard
_AppDelegate.swift
_SceneDelegate.swift
_ViewController.swift
_WineQualityRegressor.mlmodel
_.DS_Store
_Wine Regressor App.xcodeproj
_xray classifier app
xray classifier app
_.DS_Store
_xray classifier app.xcodeproj
xray classifier app.xcodeproj
_project.xcworkspace
xray classifier app
Assets.xcassets
AccentColor.colorset
_Contents.json
_.DS_Store
_Contents.json
Base.lproj
_LaunchScreen.storyboard
_Main.storyboard
MLModels
_xrayClassifier.mlmodel
_.DS_Store
_AppDelegate.swift
_CaptureViewController.swift
_Info.plist
_SceneDelegate.swift
_ViewController.swift
xray classifier app
DS_Store
xray classifier app.xcodeproj
project.pbxproj
project.xcworkspace
contents.xcworkspacedata
xcshareddata
IDEWorkspaceChecks.plist
xcuserdata
marcdaou.xcuserdatad
UserInterfaceState.xcuserstate
xcuserdata
marcdaou.xcuserdatad
xcschemes
xcschememanagement.plist
xray classifier app
AppDelegate.swift
Assets.xcassets
AccentColor.colorset
Contents.json
AppIcon.appiconset
Contents.json
Contents.json
DS_Store
Base.lproj
LaunchScreen.storyboard
Main.storyboard
CaptureViewController.swift
DS_Store
Info.plist
MLModels
xrayClassifier.mlmodel
SceneDelegate.swift
ViewController.swift
10. Text Classification and Sentiment Analysis
1. Text Classification and Sentiment Analysis - Introduction, Training and Testing.mp4
2. Integrating the Model in a Mobile Application reviewing airline online reviews.mp4
11. Word Tagging
1. Word Tagging Introduction and Preparing the Data.mp4
2. Training a Word Tagger.mp4
3. Integrating the Word Tagger in an Application.mp4
12. Large Language Models, GPT-3 GPT-4 Chat API Integration
1. Large Language Models Intro, GPT context, content, and parameters.mp4
2. GPT API Integration and Calls from an IOS Application.mp4
2. Getting Started with Create ML
1. Templates Overview.mp4
2. Installing Create ML.mp4
3. Image Classification
1. Image Classifier Intro.mp4
2. Efficiently Downloading Custom Datasets for Image Classification.mp4
3. Augmentations for Image Classification.mp4
4. Training and Testing the Image Classifier model.mp4
5. Integrating the Image Classification Model in an IOS App.mp4
6. Running and Testing the classifier on the IOS App.mp4
4. Object Detection
1. Object Detection Intro.mp4
2. Labeling the Object Detection Dataset.mp4
3. Training the Object Detection models.mp4
4. Integrating the Object Detection Model in an IOS App.mp4
5. Style Transfer
1. Style Transfer.mp4
6. Sound Classification
1. Sound Classification Intro and Training.mp4
2. Integrating the Sound Classifier in an IOS App.mp4
7. Recommender Models
1. Recommender Intro and Movie Recommendation use case, training, and testing.mp4
2. Integrating the Movie Recommender in an IOS App.mp4
8. Tabular Regression
1. Introducing, Training and Testing a Wine Quality Tabular Regression Model.mp4
2. Integrating the Wine Quality Model into an IOS Application.mp4
9. Tabular Classification
1. Introducing, Training and Testing Tabular Classification Models.mp4
2. Integrating an Iris Tabular Classifier in an IOS App.mp4
Bonus Resources.txt
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