| 1. Course Introduction.mp4 | 31.5 MB | ||
| 1. Image Classifier Intro.mp4 | 23.9 MB | ||
| 1. Introducing, Training and Testing Tabular Classification Models.mp4 | 42.9 MB | ||
| 1. Introducing, Training and Testing a Wine Quality Tabular Regression Model.mp4 | 58.4 MB | ||
| 1. Large Language Models Intro, GPT context, content, and parameters.mp4 | 105.5 MB | ||
| 1. Object Detection Intro.mp4 | 29.8 MB | ||
| 1. Recommender Intro and Movie Recommendation use case, training, and testing.mp4 | 114.9 MB | ||
| 1. Sound Classification Intro and Training.mp4 | 61.4 MB | ||
| 1. Style Transfer.mp4 | 124.9 MB | ||
| 1. Templates Overview.mp4 | 30.3 MB | ||
| 1. Text Classification and Sentiment Analysis - Introduction, Training and Testing.mp4 | 87.6 MB | ||
| 1. Word Tagging Introduction and Preparing the Data.mp4 | 33.2 MB | ||
| 2. Code Downloads.html | 102.4 B | ||
| 2. Efficiently Downloading Custom Datasets for Image Classification.mp4 | 86.4 MB | ||
| 2. GPT API Integration and Calls from an IOS Application.mp4 | 103.3 MB | ||
| 2. Installing Create ML.mp4 | 7.7 MB | ||
| 2. Integrating an Iris Tabular Classifier in an IOS App.mp4 | 191.7 MB | ||
| 2. Integrating the Model in a Mobile Application reviewing airline online reviews.mp4 | 72.6 MB | ||
| 2. Integrating the Movie Recommender in an IOS App.mp4 | 152.4 MB | ||
| 2. Integrating the Sound Classifier in an IOS App.mp4 | 172.1 MB | ||
| 2. Integrating the Wine Quality Model into an IOS Application.mp4 | 116 MB | ||
| 2. Labeling the Object Detection Dataset.mp4 | 122.4 MB | ||
| 2. Training a Word Tagger.mp4 | 31 MB | ||
| 3. Augmentations for Image Classification.mp4 | 94.8 MB | ||
| 3. Integrating the Word Tagger in an Application.mp4 | 92.2 MB | ||
| 3. Training the Object Detection models.mp4 | 79.7 MB | ||
| 4. Integrating the Object Detection Model in an IOS App.mp4 | 287.4 MB | ||
| 4. Training and Testing the Image Classifier model.mp4 | 55.3 MB | ||
| 5. Integrating the Image Classification Model in an IOS App.mp4 | 93.9 MB | ||
| 6. Running and Testing the classifier on the IOS App.mp4 | 26.1 MB | ||
| AirlineSentimentAnalysis.mlmodel | 364.7 KB | ||
| AppDelegate.swift | 1.3 KB | ||
| Bonus Resources.txt | 409.6 B | ||
| Breakpoints_v2.xcbkptlist | 102.4 B | ||
| CaptureViewController.swift | 4.1 KB | ||
| Chunking.mlmodel | 2.2 MB | ||
| Contents.json | 102.4 B | ||
| DS_Store | 6 KB | ||
| Get Bonus Downloads Here.url | 204.8 B | ||
| IDEWorkspaceChecks.plist | 204.8 B | ||
| IncomingMessageCell.swift | 409.6 B | ||
| Info.plist | 716.8 B | ||
| IrisSpeciesPrediction.mlmodel | 7.4 KB | ||
| LLMChatManager.swift | 4.6 KB | ||
| LaunchScreen.storyboard | 1.6 KB | ||
| Main.storyboard | 2.1 KB | ||
| MovieRecommender.mlmodel | 53.5 MB | ||
| MySoundClassifier.mlmodel | 4.8 KB | ||
| SceneDelegate.swift | 2.2 KB | ||
| UserInterfaceState.xcuserstate | 22.4 KB | ||
| UserMessageCell.swift | 409.6 B | ||
| ViewController.swift | 2.7 KB | ||
| WaveView.swift | 3.2 KB | ||
| WineQualityRegressor.mlmodel | 14.4 KB | ||
| _.DS_Store | 102.4 B | ||
| _AirlineSentimentAnalysis.xcodeproj | 204.8 B | ||
| _AnimalSoundClassifier.xcodeproj | 204.8 B | ||
| _AppDelegate.swift | 204.8 B | ||
| _CaptureViewController.swift | 204.8 B | ||
| _Chunking.mlmodel | 204.8 B | ||
| _ChunkingWordTagger.xcodeproj | 204.8 B | ||
| _Contents.json | 204.8 B | ||
| _GPTAPIDemo.xcodeproj | 204.8 B | ||
| _IncomingMessageCell.swift | 204.8 B | ||
| _Info.plist | 204.8 B | ||
| _IrisClassification.xcodeproj | 204.8 B | ||
| _LLMChatManager.swift | 307.2 B | ||
| _LaunchScreen.storyboard | 204.8 B | ||
| _Main.storyboard | 204.8 B | ||
| _MovieRecommenderApp.xcodeproj | 204.8 B | ||
| _MySoundClassifier.mlmodel | 204.8 B | ||
| _SceneDelegate.swift | 204.8 B | ||
| _UserMessageCell.swift | 204.8 B | ||
| _ViewController.swift | 307.2 B | ||
| _WaveView.swift | 307.2 B | ||
| _Wine Regressor App.xcodeproj | 204.8 B | ||
| _WineQualityRegressor.mlmodel | 204.8 B | ||
| _project.xcworkspace | 204.8 B | ||
| _xray classifier app | 204.8 B | ||
| _xray classifier app.xcodeproj | 204.8 B | ||
| _xrayClassifier.mlmodel | 307.2 B | ||
| contents.xcworkspacedata | 102.4 B | ||
| project.pbxproj | 15.5 KB | ||
| xcschememanagement.plist | 307.2 B | ||
| xrayClassifier.mlmodel | 48.8 KB | ||
| ▲ 254 total files | |||
Create ML - The Ultimate IOS Machine Learning Course [2023]
https://DevCourseWeb.com
Published 11/2023
Created by Marc Daou
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 30 Lectures ( 4h 0m ) | Size: 2.48 GB
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.
| torrent name | size | uploader | age | seed | leech |
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| 2.6 GB | freecoursewb | 1 week | 0 | 0 | |
| 1.5 GB | freecoursewb | 1 month | 41 | 21 | |
| 616 MB | freecoursewb | 1 month | 29 | 5 | |
| 850.6 MB | freecoursewb | 1 month | 3 | 3 | |
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