创建 ML - 终极 IOS 机器学习课程 [2023]

Create ML - The Ultimate IOS Machine Learning Course [2023]

上一讲： 1. Course Introduction

下一讲： 2. Installing Create ML

视频列表

1. Course Introduction
1. Course Introduction
2. Getting Started with Create ML
1. Templates Overview
2. Installing Create ML
3. Image Classification
1. Image Classifier Intro
2. Efficiently Downloading Custom Datasets for Image Classification
3. Augmentations for Image Classification
4. Training and Testing the Image Classifier model
5. Integrating the Image Classification Model in an IOS App
6. Running and Testing the classifier on the IOS App
4. Object Detection
1. Object Detection Intro
2. Labeling the Object Detection Dataset
3. Training the Object Detection models
4. Integrating the Object Detection Model in an IOS App
5. Style Transfer
1. Style Transfer
6. Sound Classification
1. Sound Classification Intro and Training
2. Integrating the Sound Classifier in an IOS App
7. Recommender Models
1. Recommender Intro and Movie Recommendation use case, training, and testing
2. Integrating the Movie Recommender in an IOS App
8. Tabular Regression
1. Introducing, Training and Testing a Wine Quality Tabular Regression Model
2. Integrating the Wine Quality Model into an IOS Application
9. Tabular Classification
1. Introducing, Training and Testing Tabular Classification Models
2. Integrating an Iris Tabular Classifier in an IOS App
10. Text Classification and Sentiment Analysis
1. Text Classification and Sentiment Analysis - Introduction, Training and Testing
2. Integrating the Model in a Mobile Application reviewing airline online reviews
11. Word Tagging
1. Word Tagging Introduction and Preparing the Data
2. Training a Word Tagger
3. Integrating the Word Tagger in an Application
12. Large Language Models, GPT-3 GPT-4 Chat API Integration
1. Large Language Models Intro, GPT context, content, and parameters
2. GPT API Integration and Calls from an IOS Application