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TORRENT DETAILS
Udemy - Create ML - The Ultimate IOS Machine Learning Course [2023]
TORRENT SUMMARY
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Complete course teaching you how train and integrate all types of ML Models in your IOS apps[Hands-on included!]
What you'll learn
Use CreateML and Train all types of Machine Learning models available.
Integrate and use ML models with IOS applications.
Understand input variables as well as the output loss function and test results.
Correctly label images to add as training data.
Improve application user experience using ML.
Follow CreateML best practices to maximize model accuracy and efficiency.
Generate additional data using data augmentations.
Introduction to Generative AI and Large Language Models
Understanding and calling the GPT API
Requirements
An Apple MacBook running MacOS 10.14 or later is required.
Basic Swift knowledge is preferred for easier understanding.
No need to be an expert in Machine Learning.
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FILE LIST
Filename
Size
~Get Your Files Here !/1. Course Introduction/1. Course Introduction.mp4
31.5 MB
~Get Your Files Here !/1. Course Introduction/2. Code Downloads.html
62 B
~Get Your Files Here !/1. Course Introduction/AirlineSentimentAnalysis/AirlineSentimentAnalysis.xcodeproj/project.pbxproj
14.8 KB
~Get Your Files Here !/1. Course Introduction/AirlineSentimentAnalysis/AirlineSentimentAnalysis.xcodeproj/project.xcworkspace/contents.xcworkspacedata
135 B
~Get Your Files Here !/1. Course Introduction/AirlineSentimentAnalysis/AirlineSentimentAnalysis.xcodeproj/project.xcworkspace/xcshareddata/IDEWorkspaceChecks.plist
238 B
~Get Your Files Here !/1. Course Introduction/AirlineSentimentAnalysis/AirlineSentimentAnalysis.xcodeproj/project.xcworkspace/xcuserdata/marcdaou.xcuserdatad/UserInterfaceState.xcuserstate
16.8 KB
~Get Your Files Here !/1. Course Introduction/AirlineSentimentAnalysis/AirlineSentimentAnalysis.xcodeproj/xcuserdata/marcdaou.xcuserdatad/xcschemes/xcschememanagement.plist
359 B
~Get Your Files Here !/1. Course Introduction/AirlineSentimentAnalysis/AirlineSentimentAnalysis/AirlineSentimentAnalysis.mlmodel
364.7 KB
~Get Your Files Here !/1. Course Introduction/AirlineSentimentAnalysis/AirlineSentimentAnalysis/AppDelegate.swift
1.3 KB
~Get Your Files Here !/1. Course Introduction/AirlineSentimentAnalysis/AirlineSentimentAnalysis/Assets.xcassets/AccentColor.colorset/Contents.json
123 B
~Get Your Files Here !/1. Course Introduction/AirlineSentimentAnalysis/AirlineSentimentAnalysis/Assets.xcassets/AppIcon.appiconset/Contents.json
177 B
~Get Your Files Here !/1. Course Introduction/AirlineSentimentAnalysis/AirlineSentimentAnalysis/Assets.xcassets/Contents.json
63 B
~Get Your Files Here !/1. Course Introduction/AirlineSentimentAnalysis/AirlineSentimentAnalysis/Base.lproj/LaunchScreen.storyboard
1.6 KB
~Get Your Files Here !/1. Course Introduction/AirlineSentimentAnalysis/AirlineSentimentAnalysis/Base.lproj/Main.storyboard
1.6 KB
~Get Your Files Here !/1. Course Introduction/AirlineSentimentAnalysis/AirlineSentimentAnalysis/Info.plist
704 B
~Get Your Files Here !/1. Course Introduction/AirlineSentimentAnalysis/AirlineSentimentAnalysis/SceneDelegate.swift
2.2 KB
~Get Your Files Here !/1. Course Introduction/AirlineSentimentAnalysis/AirlineSentimentAnalysis/ViewController.swift
650 B
~Get Your Files Here !/1. Course Introduction/AirlineSentimentAnalysis/DS_Store
6 KB
~Get Your Files Here !/1. Course Introduction/AnimalSoundClassifier/AnimalSoundClassifier.xcodeproj/project.pbxproj
15.1 KB
~Get Your Files Here !/1. Course Introduction/AnimalSoundClassifier/AnimalSoundClassifier.xcodeproj/project.xcworkspace/contents.xcworkspacedata
135 B
~Get Your Files Here !/1. Course Introduction/AnimalSoundClassifier/AnimalSoundClassifier.xcodeproj/project.xcworkspace/xcshareddata/IDEWorkspaceChecks.plist
238 B
~Get Your Files Here !/1. Course Introduction/AnimalSoundClassifier/AnimalSoundClassifier.xcodeproj/project.xcworkspace/xcuserdata/marcdaou.xcuserdatad/UserInterfaceState.xcuserstate
19.7 KB
~Get Your Files Here !/1. Course Introduction/AnimalSoundClassifier/AnimalSoundClassifier.xcodeproj/xcuserdata/marcdaou.xcuserdatad/xcschemes/xcschememanagement.plist
356 B
~Get Your Files Here !/1. Course Introduction/AnimalSoundClassifier/AnimalSoundClassifier/AppDelegate.swift
1.3 KB
~Get Your Files Here !/1. Course Introduction/AnimalSoundClassifier/AnimalSoundClassifier/Assets.xcassets/AccentColor.colorset/Contents.json
123 B
~Get Your Files Here !/1. Course Introduction/AnimalSoundClassifier/AnimalSoundClassifier/Assets.xcassets/AppIcon.appiconset/Contents.json
177 B
~Get Your Files Here !/1. Course Introduction/AnimalSoundClassifier/AnimalSoundClassifier/Assets.xcassets/Contents.json
63 B
~Get Your Files Here !/1. Course Introduction/AnimalSoundClassifier/AnimalSoundClassifier/Base.lproj/LaunchScreen.storyboard
1.6 KB
~Get Your Files Here !/1. Course Introduction/AnimalSoundClassifier/AnimalSoundClassifier/Base.lproj/Main.storyboard
6.5 KB
~Get Your Files Here !/1. Course Introduction/AnimalSoundClassifier/AnimalSoundClassifier/Info.plist
704 B
~Get Your Files Here !/1. Course Introduction/AnimalSoundClassifier/AnimalSoundClassifier/MySoundClassifier.mlmodel
4.8 KB
~Get Your Files Here !/1. Course Introduction/AnimalSoundClassifier/AnimalSoundClassifier/SceneDelegate.swift
2.2 KB
~Get Your Files Here !/1. Course Introduction/AnimalSoundClassifier/AnimalSoundClassifier/ViewController.swift
3.4 KB
~Get Your Files Here !/1. Course Introduction/AnimalSoundClassifier/AnimalSoundClassifier/WaveView.swift
3.2 KB
~Get Your Files Here !/1. Course Introduction/AnimalSoundClassifier/DS_Store
6 KB
~Get Your Files Here !/1. Course Introduction/ChunkingWordTagger/ChunkingWordTagger.xcodeproj/project.pbxproj
14.6 KB
~Get Your Files Here !/1. Course Introduction/ChunkingWordTagger/ChunkingWordTagger.xcodeproj/project.xcworkspace/contents.xcworkspacedata
135 B
~Get Your Files Here !/1. Course Introduction/ChunkingWordTagger/ChunkingWordTagger.xcodeproj/project.xcworkspace/xcshareddata/IDEWorkspaceChecks.plist
238 B
~Get Your Files Here !/1. Course Introduction/ChunkingWordTagger/ChunkingWordTagger.xcodeproj/project.xcworkspace/xcuserdata/marcdaou.xcuserdatad/UserInterfaceState.xcuserstate
24.7 KB
~Get Your Files Here !/1. Course Introduction/ChunkingWordTagger/ChunkingWordTagger.xcodeproj/xcuserdata/marcdaou.xcuserdatad/xcschemes/xcschememanagement.plist
353 B
~Get Your Files Here !/1. Course Introduction/ChunkingWordTagger/ChunkingWordTagger/AppDelegate.swift
1.3 KB
~Get Your Files Here !/1. Course Introduction/ChunkingWordTagger/ChunkingWordTagger/Assets.xcassets/AccentColor.colorset/Contents.json
123 B
~Get Your Files Here !/1. Course Introduction/ChunkingWordTagger/ChunkingWordTagger/Assets.xcassets/AppIcon.appiconset/Contents.json
177 B
~Get Your Files Here !/1. Course Introduction/ChunkingWordTagger/ChunkingWordTagger/Assets.xcassets/Contents.json
63 B
~Get Your Files Here !/1. Course Introduction/ChunkingWordTagger/ChunkingWordTagger/Base.lproj/LaunchScreen.storyboard
1.6 KB
~Get Your Files Here !/1. Course Introduction/ChunkingWordTagger/ChunkingWordTagger/Base.lproj/Main.storyboard
6.3 KB
~Get Your Files Here !/1. Course Introduction/ChunkingWordTagger/ChunkingWordTagger/Chunking.mlmodel
2.2 MB
~Get Your Files Here !/1. Course Introduction/ChunkingWordTagger/ChunkingWordTagger/Info.plist
704 B
~Get Your Files Here !/1. Course Introduction/ChunkingWordTagger/ChunkingWordTagger/SceneDelegate.swift
2.2 KB
~Get Your Files Here !/1. Course Introduction/ChunkingWordTagger/ChunkingWordTagger/ViewController.swift
1.6 KB
~Get Your Files Here !/1. Course Introduction/GPTAPIDemo/GPTAPIDemo.xcodeproj/project.pbxproj
15.4 KB
~Get Your Files Here !/1. Course Introduction/GPTAPIDemo/GPTAPIDemo.xcodeproj/project.xcworkspace/contents.xcworkspacedata
135 B
~Get Your Files Here !/1. Course Introduction/GPTAPIDemo/GPTAPIDemo.xcodeproj/project.xcworkspace/xcshareddata/IDEWorkspaceChecks.plist
238 B
~Get Your Files Here !/1. Course Introduction/GPTAPIDemo/GPTAPIDemo.xcodeproj/project.xcworkspace/xcuserdata/marcdaou.xcuserdatad/UserInterfaceState.xcuserstate
27.2 KB
~Get Your Files Here !/1. Course Introduction/GPTAPIDemo/GPTAPIDemo.xcodeproj/xcuserdata/marcdaou.xcuserdatad/xcdebugger/Breakpoints_v2.xcbkptlist
140 B
~Get Your Files Here !/1. Course Introduction/GPTAPIDemo/GPTAPIDemo.xcodeproj/xcuserdata/marcdaou.xcuserdatad/xcschemes/xcschememanagement.plist
345 B
~Get Your Files Here !/1. Course Introduction/GPTAPIDemo/GPTAPIDemo/AppDelegate.swift
1.3 KB
~Get Your Files Here !/1. Course Introduction/GPTAPIDemo/GPTAPIDemo/Assets.xcassets/AccentColor.colorset/Contents.json
123 B
~Get Your Files Here !/1. Course Introduction/GPTAPIDemo/GPTAPIDemo/Assets.xcassets/AppIcon.appiconset/Contents.json
177 B
~Get Your Files Here !/1. Course Introduction/GPTAPIDemo/GPTAPIDemo/Assets.xcassets/Contents.json
63 B
~Get Your Files Here !/1. Course Introduction/GPTAPIDemo/GPTAPIDemo/Base.lproj/LaunchScreen.storyboard
1.6 KB
~Get Your Files Here !/1. Course Introduction/GPTAPIDemo/GPTAPIDemo/Base.lproj/Main.storyboard
16.8 KB
~Get Your Files Here !/1. Course Introduction/GPTAPIDemo/GPTAPIDemo/IncomingMessageCell.swift
389 B
~Get Your Files Here !/1. Course Introduction/GPTAPIDemo/GPTAPIDemo/Info.plist
704 B
~Get Your Files Here !/1. Course Introduction/GPTAPIDemo/GPTAPIDemo/LLMChatManager.swift
4.6 KB
~Get Your Files Here !/1. Course Introduction/GPTAPIDemo/GPTAPIDemo/SceneDelegate.swift
2.2 KB
~Get Your Files Here !/1. Course Introduction/GPTAPIDemo/GPTAPIDemo/UserMessageCell.swift
373 B
~Get Your Files Here !/1. Course Introduction/GPTAPIDemo/GPTAPIDemo/ViewController.swift
4.1 KB
~Get Your Files Here !/1. Course Introduction/IrisClassification/IrisClassification.xcodeproj/project.pbxproj
14.7 KB
~Get Your Files Here !/1. Course Introduction/IrisClassification/IrisClassification.xcodeproj/project.xcworkspace/contents.xcworkspacedata
135 B
~Get Your Files Here !/1. Course Introduction/IrisClassification/IrisClassification.xcodeproj/project.xcworkspace/xcshareddata/IDEWorkspaceChecks.plist
238 B
~Get Your Files Here !/1. Course Introduction/IrisClassification/IrisClassification.xcodeproj/project.xcworkspace/xcuserdata/marcdaou.xcuserdatad/UserInterfaceState.xcuserstate
22.1 KB
~Get Your Files Here !/1. Course Introduction/IrisClassification/IrisClassification.xcodeproj/xcuserdata/marcdaou.xcuserdatad/xcschemes/xcschememanagement.plist
353 B
~Get Your Files Here !/1. Course Introduction/IrisClassification/IrisClassification/AppDelegate.swift
1.3 KB
~Get Your Files Here !/1. Course Introduction/IrisClassification/IrisClassification/Assets.xcassets/AccentColor.colorset/Contents.json
123 B
~Get Your Files Here !/1. Course Introduction/IrisClassification/IrisClassification/Assets.xcassets/AppIcon.appiconset/Contents.json
177 B
~Get Your Files Here !/1. Course Introduction/IrisClassification/IrisClassification/Assets.xcassets/Contents.json
63 B
~Get Your Files Here !/1. Course Introduction/IrisClassification/IrisClassification/Base.lproj/LaunchScreen.storyboard
1.6 KB
~Get Your Files Here !/1. Course Introduction/IrisClassification/IrisClassification/Base.lproj/Main.storyboard
19.3 KB
~Get Your Files Here !/1. Course Introduction/IrisClassification/IrisClassification/Info.plist
704 B
~Get Your Files Here !/1. Course Introduction/IrisClassification/IrisClassification/IrisSpeciesPrediction.mlmodel
7.4 KB
~Get Your Files Here !/1. Course Introduction/IrisClassification/IrisClassification/SceneDelegate.swift
2.2 KB
~Get Your Files Here !/1. Course Introduction/IrisClassification/IrisClassification/ViewController.swift
2.4 KB
~Get Your Files Here !/1. Course Introduction/MovieRecommenderApp/DS_Store
6 KB
~Get Your Files Here !/1. Course Introduction/MovieRecommenderApp/MovieRecommenderApp.xcodeproj/project.pbxproj
14.7 KB
~Get Your Files Here !/1. Course Introduction/MovieRecommenderApp/MovieRecommenderApp.xcodeproj/project.xcworkspace/contents.xcworkspacedata
135 B
~Get Your Files Here !/1. Course Introduction/MovieRecommenderApp/MovieRecommenderApp.xcodeproj/project.xcworkspace/xcshareddata/IDEWorkspaceChecks.plist
238 B
~Get Your Files Here !/1. Course Introduction/MovieRecommenderApp/MovieRecommenderApp.xcodeproj/project.xcworkspace/xcuserdata/marcdaou.xcuserdatad/UserInterfaceState.xcuserstate
22.5 KB
~Get Your Files Here !/1. Course Introduction/MovieRecommenderApp/MovieRecommenderApp.xcodeproj/xcuserdata/marcdaou.xcuserdatad/xcdebugger/Breakpoints_v2.xcbkptlist
140 B
~Get Your Files Here !/1. Course Introduction/MovieRecommenderApp/MovieRecommenderApp.xcodeproj/xcuserdata/marcdaou.xcuserdatad/xcschemes/xcschememanagement.plist
354 B
~Get Your Files Here !/1. Course Introduction/MovieRecommenderApp/MovieRecommenderApp/AppDelegate.swift
1.3 KB
~Get Your Files Here !/1. Course Introduction/MovieRecommenderApp/MovieRecommenderApp/Assets.xcassets/AccentColor.colorset/Contents.json
123 B
~Get Your Files Here !/1. Course Introduction/MovieRecommenderApp/MovieRecommenderApp/Assets.xcassets/AppIcon.appiconset/Contents.json
177 B
~Get Your Files Here !/1. Course Introduction/MovieRecommenderApp/MovieRecommenderApp/Assets.xcassets/Contents.json
63 B
~Get Your Files Here !/1. Course Introduction/MovieRecommenderApp/MovieRecommenderApp/Base.lproj/LaunchScreen.storyboard
1.6 KB
~Get Your Files Here !/1. Course Introduction/MovieRecommenderApp/MovieRecommenderApp/Base.lproj/Main.storyboard
8.2 KB
~Get Your Files Here !/1. Course Introduction/MovieRecommenderApp/MovieRecommenderApp/Info.plist
704 B
~Get Your Files Here !/1. Course Introduction/MovieRecommenderApp/MovieRecommenderApp/MovieRecommender.mlmodel
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