Data Labeling Courses and Certifications

Open Data Science

How to Set Up an ML Data Labeling Pipeline - Best Practices and Examples

Learn best practices for building ML data labeling pipelines through crowdsourcing. Explore real-life examples, requirements, and techniques for high-quality labeled data in supervised machine learning projects.

• YouTube
• 45 minutes
• On-Demand
• Free Online Course

Efficient Data Feeding and Labeling for Model Training

Creating data models using machine learning requires effective training data. This course will teach you how to feed your data model’s training process using data labeling for supervised training and unlabeled data for semi-supervised training.

• Pluralsight
• 32 minutes
• On-Demand
• Free Trial Available

Labeling Tools are Great, but What About Quality Checks?

Explore effective quality control strategies for data labeling in machine learning, ensuring accuracy and reliability in AI model training.

• YouTube
• 29 minutes
• On-Demand
• Free Online Course

ArcGIS Pro Essential Training

576 ratings at LinkedIn Learning

Learn the essentials of working with ArcGIS Pro 2.4, including navigating maps and creating new projects from the variety of ArcGIS templates.

• LinkedIn Learning
• 3 hours 48 minutes
• On-Demand
• Free Trial Available

Human Activity Recognition - Learning with Less Labels and Privacy Preservation

Learn advanced techniques for human activity recognition with limited labeled data and privacy preservation, including pseudoleveling, contrastive learning, and zero-shot approaches.

• YouTube
• 44 minutes
• On-Demand
• Free Online Course

Learning QGIS

482 ratings at LinkedIn Learning

Enrich your GIS data and make more effective maps with QGIS, an open-source GIS software.

• LinkedIn Learning
• 2-3 hours
• On-Demand
• Free Trial Available

Roboflow

Intro to Computer Vision - Fireside

Explore computer vision fundamentals, from basic concepts to problem-solving approaches, model building, and ethical considerations in this comprehensive introduction.

• YouTube
• 45 minutes
• On-Demand
• Free Online Course

tinyML

TinyML Talks Ukraine - Practical TinyML for Industrial Safety and Personnel Performance Monitoring

Practical implementation of TinyML for industrial safety and worker performance monitoring using custom hardware and TensorFlow Lite for motion recognition from IMU data.

• YouTube
• 1 hour
• On-Demand
• Free Online Course

tinyML

TinyML Talks - Dr. Dominic Binks- TinyML Doesn’t Need Big Data, It Needs Great Data

Explore challenges and solutions in obtaining quality audio data for tinyML sound recognition, focusing on data sources, collection methods, labeling strategies, and performance evaluation.

• YouTube
• 34 minutes
• On-Demand
• Free Online Course

Nvidia

Deploy AI with AWS ML and IoT Services on Jetson Nano

Learn to deploy AI models on Jetson Nano using AWS ML and IoT services. Explore SageMaker, Greengrass, and real-time video processing for edge computing applications.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Online Course

Open Data Science

Leadership and AI

Explore the critical role of leadership in AI adoption, emphasizing the importance of understanding AI models, their applications, and potential pitfalls to drive organizational success and avoid historical missteps.

• YouTube
• 21 minutes
• On-Demand
• Free Online Course

Open Data Science

Making MLOps Uncool Again

Learn to build an automated MLOps workflow using Git, GitHub, and open-source tools, covering the entire ML model lifecycle from data labeling to prediction monitoring.

• YouTube
• 30 minutes
• On-Demand
• Free Online Course

Open Data Science

Teaching Machines Through Human Explanations

Explore an explanation-based learning framework for NLP that improves label efficiency and reliability, reducing reliance on extensive datasets and machine learning expertise.

• YouTube
• 45 minutes
• On-Demand
• Free Online Course

Open Data Science

Build NLP Model with Azure ML AutoML NLP Capability

Learn to build NLP models using Azure ML AutoML for tasks like classification and named entity recognition. Explore multilingual support, data labeling, and distributed training for efficient model development.

• YouTube
• 33 minutes
• On-Demand
• Free Online Course

Open Data Science

Medical Imaging with Azure Machine Learning

Explore Azure Machine Learning for medical imaging applications, covering data management, model development, deployment, and explainability in healthcare scenarios.

• YouTube
• 1 hour 19 minutes
• On-Demand
• Free Online Course