Data Classification Courses and Certifications

Coursera

Secure Patient Data: Medical Office Management

Master secure patient data management through HIPAA-compliant practices, data lifecycle management, metadata standards, and secure messaging protocols to protect sensitive healthcare information.

• Coursera
• 2 hours 44 minutes
• On-Demand
• Paid Course

SC-400: Implement Information Protection in Microsoft 365

The "SC-400: Implement Information Protection in Microsoft 365" course focuses on implementing information protection within Microsoft 365. It covers security, compliance, and data governance.

• edX
• 2 weeks, 2-3 hours a week
• On-Demand
• Free Online Course (Audit)

SC-400: Implement Data Loss Prevention and Records Management

The "SC-400: Implement Data Loss Prevention and Records Management" courses focuses on how to protect sensitive data and manage records within an organization.

• edX
• 2 weeks, 2-3 hours a week
• On-Demand
• Free Online Course (Audit)

Coursera

Automate Data Onboarding, Validate, and Govern

Master enterprise data governance for AI environments through automated onboarding, metadata analysis, and compliance frameworks to eliminate chaos and accelerate innovation.

• Coursera
• 2 hours 28 minutes
• On-Demand
• Paid Course

SC-400: Monitor and investigate data using Microsoft Purview

The "SC-400: Monitor and investigate data using Microsoft Purview" course focuses on learning how to monitor and investigate data using Microsoft Purview.

• edX
• 2 weeks, 2-3 hours a week
• On-Demand
• Free Online Course (Audit)

Coursera

Traverse Trees for ML with DFS & BFS

Master tree traversal algorithms BFS and DFS in Java to implement decision trees and generate powerful rulesets for machine learning classification problems.

• Coursera
• 3 hours 41 minutes
• On-Demand
• Paid Course

Dr. Sam's Imaging Library

Ovarian-Adnexal Reporting and Data System Ultrasound (O-RADS US) - Classification of Ovarian Lesions

Learn to classify ovarian lesions using the O-RADS US system. Explore risk stratification, management strategies, and key ultrasound features for accurate diagnosis and patient care.

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

Dr. Sam's Imaging Library

ACR TIRADS Classification of Thyroid Nodules Ultrasound - Thyroid Imaging Reporting and Data System

Master the ACR TIRADS classification for thyroid nodule ultrasound. Learn composition, echogenicity, shape, margin, and echogenic foci characteristics. Understand TIRADS categories from benign to highly suspicious.

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

Data Steward Foundations

733 ratings at LinkedIn Learning

Learn how data stewardship programs build business value by ensuring data quality, protecting data integrity, and maintaining security and regulatory compliance.

• LinkedIn Learning
• 1 hour 55 minutes
• On-Demand
• Free Trial Available

MLOps.community

LLM vs XGBoost - Comparing Fine-Tuned LLMs and XGBoost on Tabular Data Classification

Explore LLM performance vs XGBoost for tabular data classification. Compare fine-tuned LLM predictions with traditional ML algorithms in this data science experiment.

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

Google Cloud Tech

Image Data Classification with BigQuery ML

Implement a classification model using SQL to label Yoga Poses in BigQuery ML, storing and analyzing example images without additional coding.

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

Discover AI

SetFit and SBERT: Zero-Shot Classification with Synthetic Data Sets - Part 47

Discover how to leverage SetFit and SBERT for zero-shot classification by creating and utilizing synthetic data, enhancing performance in both zero-shot and few-shot scenarios.

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

NPTEL-NOC IITM

Packet Classification: Trie-Based Data Structures and IP Layer Services - Part 3

Explore IP layer services, packet classifiers, and trie-based data structures for efficient packet classification in network systems.

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

NPTEL-NOC IITM

Packet Classification: Trie-Based Data Structures and IP Layer Services - Part 2

Explore IP layer services, packet classifiers, and trie-based data structures for efficient packet classification in computer networks.

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

NPTEL-NOC IITM

Packet Classification: Trie-Based Data Structures and IP Layer Services - Part 1

Explore IP layer services, packet classifiers, and trie-based data structures for efficient packet classification in computer networks.

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