[Artificial Intelligence Technology Application] 4.Data Annotation-Online Course-CATECP

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[Artificial Intelligence Technology Application] 4.Data Annotation

Lesson Code: TCEN2026H041

Clicks：

Academic Hours

3.50hours

Publish Date

Jan 2026

Lecturer

1. Lecturer MOU XinSichuan Vocational College of Information Technology

General Introduction

This course is a core professional module within the Artificial Intelligence Technology Applications program, focusing on the principles and methods of annotating both structured and unstructured data. It covers key topics such as annotation tools,

quality control, and ethical guidelines. The course aims to cultivate data-oriented thinking and strengthen learners’ ability to provide high-quality data support for machine learning.

This Course is for

1. Helping trainees become familiar with the fundamental principles of data annotation and the implementation process of typical annotation projects.
2. Enabling trainees to master the methods and procedures for conducting data annotation in common application scenarios.
3. Teaching trainees to build the essential foundation required for further study in integrated courses within the Artificial Intelligence Technology Applications program.

Learning Materials

1. Corresponding PPT
2. Online Course Video
3. Simulation Question Banks

Recognized By

Benefits of Learning

1. Being able to master multimodal data annotation standards.
2. Having the capability to design labeling schemas and operate annotation tools proficiently.
3. Being capable of applying data cleaning and annotation quality evaluation methods to ensure the effectiveness of training datasets.
4. Having the ability to uphold data ethics and comply with privacy protection regulations.
5. Being able to engage in cross-disciplinary communication and collaboration.
6. Having the capability to develop scientifically grounded annotation plans based on business requirements.

Courses Videos

1.1 Overview of Artificial Intelligence Development.mp4play 1.2 Typical technologies of artificial intelligence.mp4play 1.3 Artificial intelligence is the core of the new generation of information technology.mp4play 2.1 The concept of data labeling and its significance to the development of artificial intelligence.mp4play 2.2 Data annotation object.mp4play 2.3 Data labeling tools and platforms.mp4play 2.4 Typical data labeling technology.mp4play 2.5 Data labeling engineering.mp4play 3.1 Introduction to Image Data Annotation.mp4play 3.2 Key point marking method.mp4play 3.3 Marking box marking method.mp4play 3.4 Image area labeling method.mp4play 4.1 Introduction to video data annotation.mp4play 4.2 Video data annotation tool.mp4play 4.3 Video data annotation case analysis.mp4play 5.1 Introduction to Speech Data Annotation.mp4play 5.2 Overview of Speech Data Annotation.mp4play 5.3 Typical Open Source Speech Data Annotation Tools.mp4play 5.4 The overall process of voice data labeling.mp4play 5.5 Diversified voice data labeling projects.mp4play 6.1 Introduction to Text Data Labeling.mp4play 6.2 Text Data Labeling Tool.mp4play 6.3 Examples of sequence labeling methods.mp4play 7.1 Introduction to 3D point cloud labeling.mp4play 7.2 3D point cloud annotation tool.mp4play 7.3 3D point cloud labeling project.mp4play 8.1 Implementation process of data labeling project.mp4play 8.2 Organizational Structure of the Data Labeling Team.mp4play 8.3 Role division of data labeling team.mp4play 8.4 Data labeling team communication and construction.mp4play 9.1 Quality Control.mp4play 9.2 Quality Standards.mp4play 9.3 Quality inspection and acceptance.mp4play 9.4 Quality summary.mp4play 9.5 Cases of Data Quality Inspection and Acceptance.mp4play 10.1 Definition and Practice of Project Schedule Management.mp4play 10.2 Decomposition and Sequencing of Project Activities and Estimated Time.mp4play 10.3 Formulate project schedule.mp4play 10.4 Monitor progress plan implementation.mp4play 11.1 Overview of Data Labeling System.mp4play 11.2 Typical Data Labeling System Platform.mp4play 12.1 Overall Development Trend of Artificial Intelligence.mp4play 12.2 Development Trend of Artificial Intelligence Data.mp4play 12.3 Development Trend of Data Labeling.mp4play

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