Data Labeling Courses and Certifications

Google Cloud Professional Machine Learning Engineer Cert Prep: 3 Designing Data Preparation and Processing Systems

21 ratings at LinkedIn Learning

Learn about topics relating to designing data preparation and processing systems in preparation for the Google Professional Machine Learning Engineer certification exam.

• LinkedIn Learning
• 1 hour 1 minute
• On-Demand
• Free Trial Available

MLOps.community

Turn Data Chaos into AI Strategy with Programmatic AI Data Development

Discover how programmatic data development is revolutionizing enterprise AI specialization in this 27-minute talk by Elena Boiarskaia, Head of Applied Machine Learning at Snorkel AI. Learn about the transformation from disconnected, manual data tasks to…

• YouTube
• 27 minutes
• On-Demand
• Free Video

MLOps World: Machine Learning in Production

Deploying Efficient Data-Centric AI 100x Faster

Accelerate AI application development and deployment 100x using dedicated platforms, data labeling, pre-built models, and iterative design. Explore region classification and deep-trained object detection approaches.

• YouTube
• 34 minutes
• On-Demand
• Free Video

MLOps World: Machine Learning in Production

Deploying Efficient Data-Centric AI 100x Faster

Accelerate AI application development and deployment 100x using dedicated platforms, data labeling, pre-built models, and AI-automation. Explore region classification and deep-trained object detection approaches.

• YouTube
• 34 minutes
• On-Demand
• Free Video

MLOps World: Machine Learning in Production

Managing Human in the Loop Systems Without Burning Out Your Engineers

Explore strategies for managing human-in-the-loop systems efficiently, focusing on Pinterest's approach to labeling, training, and measuring shopping content quality with minimal engineering effort.

• YouTube
• 38 minutes
• On-Demand
• Free Video

Python Tutorials for Digital Humanities

How to Prepare Annotations in Prodigy for Training SpaCy SpanCat Models - Part 2

Master the process of preparing and using Prodigy annotations to train SpanCat models in spaCy, focusing on data preparation, annotation techniques, and model training workflows.

• YouTube
• 12 minutes
• On-Demand
• Free Video

Data Science Conference

AI-Driven Solutions for Text Anonymization - Implementing Machine Learning for Data Privacy

Explore AI-driven text anonymization techniques, from data labeling and NLP model training to implementing MLOps principles and human-in-the-loop processes for enhanced data privacy protection.

• YouTube
• 26 minutes
• On-Demand
• Free Video

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 Video

Databricks

Identifying Sensitive Data and Mitigating Risk in Apache Spark and Databricks

Discover sensitive data in Apache Spark and Databricks using BigID's platform. Learn to scale discovery, label data, and apply necessary guardrails for compliance and risk mitigation in data analytics.

• YouTube
• 27 minutes
• On-Demand
• 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
• On-Demand
• Free Video

BSidesLV

No Silver Bullet - Multi Contextual Threat Detection via Machine Learning

Explore multi-contextual threat detection using machine learning, covering big data processing, modeling adversaries, and building custom solutions for defense at scale.

• YouTube
• 53 minutes
• On-Demand
• Conference Talk

1littlecoder

Custom Named Entity Recognition with Open Source NER Annotator and spaCy - NLP Python Tutorial

Learn to create custom named entities using an open-source NER annotator and train a spaCy NLP model for entity recognition in Python, enhancing text analysis capabilities.

• YouTube
• 29 minutes
• On-Demand
• Free Video

What's New in Azure Machine Learning - Hybrid with Azure Arc and More

Explore Azure Machine Learning's latest features: hybrid with Azure Arc, output datasets, labeling, and interactive data preparation. Learn about custom roles, RBAC, and responsible AI development.

• YouTube
• 30 minutes
• On-Demand
• Free Video

Know Your Data: Protect and Prevent Data Loss with Microsoft Information Protection

Discover Microsoft Information Protection's comprehensive solution for data security, compliance, and loss prevention across cloud, on-premise, and endpoint environments.

• YouTube
• 31 minutes
• On-Demand
• Free Video

BSidesLV

Labeling the VirusShare Corpus - Lessons Learned

Explore insights and challenges in labeling large-scale malware datasets, drawing from experiences with the VirusShare Corpus. Gain valuable lessons for improving malware classification and analysis.

• YouTube
• 30 minutes
• On-Demand
• Conference Talk