Data Labeling Courses and Certifications

OpenSource Connections

Data Labeling for Search Relevance Evaluation

Explore data labeling techniques for search relevance evaluation, focusing on human-in-the-loop pipelines, ranking metrics, and crowdsourcing best practices.

• YouTube
• 54 minutes
• Self-Paced
• Free Video

Data Preparation for Drawing Recognition

Master data preprocessing techniques for drawing recognition, from dataset loading and visualization to augmentation and normalization for machine learning models.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

AI数据标注实战课程

Discover practical AI data annotation techniques and workflows to build high-quality training datasets for machine learning models.

• XuetangX
• Self-Paced
• Free Online Course

Introduction to AI: Key Concepts and Applications

25 ratings at Coursera

Master essential AI foundations, from R.O.A.D framework to algorithm selection, data quality, and performance metrics. Gain practical insights for evaluating and implementing AI systems while balancing technical depth with strategic decision-making.

• Coursera
• 19 hours 58 minutes
• Self-Paced
• Paid Course

Amazon SageMaker

2227 ratings at Udemy

Learn how to leverage the power of AWS SageMaker for your Machine Learning and AI Projects on AWS!

• Udemy
• 5 hours 4 minutes
• Self-Paced
• Paid Course

Coursera

AI Data: Analyze, Govern, Plan

Master AI data pipeline diagnostics, governance standards, and workflow planning through real-world scenarios including GDPR compliance and bottleneck resolution.

• Coursera
• 2 hours 13 minutes
• Self-Paced
• Paid Course

Uptraining with Document AI Workbench

Create and configure an Invoice Parser processor, label example documents, and uptrain for improved document processing in Google Cloud.

• Coursera
• 1 hour
• Self-Paced
• Paid Course

Roboflow

Auto Labeling Image Data - How to Annotate a Dataset and Train a Vision AI Model

Discover how to speed up dataset annotation using AI-assisted labeling tools, then train an RF-DETR model for pill counting with live webcam testing in this hands-on tutorial.

• YouTube
• 30 minutes
• Self-Paced
• Free Video

Learn the basics of computer vision to design an object detector and tracker.

• MATLAB Academy
• Self-Paced
• Free Certificate

Employing Best Practices for Improving the Usability of LookML Projects

In this lab, you will learn how to improve the usability and sustainability of LookML projects.

• Google Skills
• 1 hour
• Self-Paced
• Free Online Course

Agent Summarization (Custom)

Learn to create concise summaries of customer interactions using Contact Center AI Agent Assist, covering data preparation, model building, deployment, evaluation, and improvement.

• Google Skills
• 45 minutes
• Self-Paced
• Free Online Course

Agent Summarization (Custom)

Learn to create concise summaries of customer interactions using Contact Center AI Agent Assist, covering data preparation, model building, deployment, evaluation, and improvement.

• Google Skills
• 45 minutes
• Self-Paced
• Free Online Course

Develop Custom Object Detection Models with NVIDIA and Azure Machine Learning

Learn to create custom object detection models using Azure Machine Learning and NVIDIA. Covers workspace setup, data labeling, AutoML training, and deployment to NVIDIA Triton Inference Server for efficient GPU-accelerated inference.

• Microsoft Learn
• 2 hours 25 minutes
• Self-Paced
• Free Online Course

Synthetic Data Sets for the Financial Industry

1 rating

Explore IBM's Synthetic Data Sets for financial industry, focusing on fraud detection through agent-based virtual world design rather than LLMs, with insights on advantages and implementation challenges.

• YouTube
• 1 hour 12 minutes
• Self-Paced
• Free Video

Yannic Kilcher

Self-Driving from Vision Only - Tesla's Self-Driving Progress by Andrej Karpathy - Talk Analysis

Analysis of Tesla's vision-only self-driving progress, discussing data labeling, edge-case sampling, neural network training, and the advantages of camera-only systems over multi-sensor approaches.

• YouTube
• 24 minutes
• Self-Paced
• Free Video