Data Protection Courses

Gary Clarke

Laravel Microservice - Arrayable Interface, Pest Testing, and Data Mapping

Explore data mapping in Laravel microservices with Arrayable Interface and Pest testing, including subscription forwarders, container tagging, and custom mappers for maintainable code.

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

Centre for Networked Intelligence, IISc

Distributed Network Tomography: Exact Recovery with Adversarial, Heterogeneous, and Sporadic Data

Explore network tomography techniques for exact recovery of link-level statistics from path measurements in distributed systems, even with adversarial behavior and sporadic data availability.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

UofU Data Science

Data Mining Lecture 15 - CountMin Sketch

Explore the CountMin Sketch algorithm, a probabilistic data structure for efficient frequency estimation in data streams.

• YouTube
• 1 hour 21 minutes
• Self-Paced
• Free Video

Data Science Conference

Securing Executive Buy-In for Data Strategies

Discover how to align data strategies with business goals, secure executive support, and demonstrate ROI through actionable steps for creating a data strategy that drives organizational success.

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

Amazon Web Services;  Amazon

Data Engineering on AWS - A Batch Data Pipeline Solution (Includes Labs) (简体中文)

Dive into building scalable, secure, and cost-effective batch data pipelines on AWS, learning data ingestion, processing, cataloging, and delivery techniques with hands-on labs using AWS Glue, EMR, S3, and Athena.

• AWS Skill Builder
• 4 hours 25 minutes
• Self-Paced
• Paid Course

Amazon Web Services;  Amazon

Data Engineering on AWS - A Batch Data Pipeline Solution (Includes Labs) (한국어)

배치 데이터 파이프라인 구축을 위한 AWS 서비스 활용법을 마스터하세요. 데이터 수집, 처리, 카탈로그화 및 분석을 위한 실습 중심의 학습으로 확장 가능하고 안전한 데이터 솔루션을 구현하는 방법을 배웁니다.

• AWS Skill Builder
• 4 hours 25 minutes
• Self-Paced
• Paid Course

NPTEL-NOC IITM

Introduction to Data Visualization and Analysis

Explore essential techniques for data visualization and analysis, learning how to effectively interpret and present data insights.

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

Cloud Security Alliance

Datacenter Security - Physical Infrastructure Protection for Cloud Services

Discover the fifteen essential control specifications for Cloud Service Providers to secure physical infrastructure and protect against unauthorized access and environmental hazards in data centers.

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

Simon Sez IT

Excel Forecasting Tools for Data Analysts

Master Excel's forecasting tools for data analysis: Forecast Sheet for trend predictions, Goal Seek for desired outcomes, Scenario Manager for financial modeling, and PivotTable reports for strategic decision-making.

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

Amazon Web Services;  Amazon

Data Engineering on AWS - A Batch Data Pipeline Solution (Includes Labs) (日本語)

Discover how to build scalable, secure, and cost-effective batch data pipelines on AWS, learning to ingest, process, catalog, and utilize data with services like AWS Glue, Amazon EMR, and Athena.

• AWS Skill Builder
• 4 hours 25 minutes
• Self-Paced
• Paid Course

UofU Data Science

Data Mining Lecture 19 - Distance Metric Learning

Explore distance metric learning concepts and techniques in this comprehensive data mining lecture from UofU Data Science.

• YouTube
• 1 hour 23 minutes
• Self-Paced
• Free Video

Open Data Science

Dimensional Data Modeling in the Modern Era

Explore the evolution of dimensional data modeling and its continued relevance in today's data landscape of big data, cloud computing, and AI-driven analytics, despite technological advancements.

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

Red Canary

Applied AI, Machine Learning, and Data Science in Security Operations

Discover how security teams can leverage AI agents, machine learning, and data science to enhance security operations, with insights on generative AI's strengths and limitations in threat detection and investigation.

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

South Main Auto Repair LLC

Diagnosing Data Network Issues in 2015 GMC Acadia - Customer Claims Sensors Were Already Replaced

Dive into a troubleshooting journey on a 2015 GMC Acadia with network issues, where the customer claims sensors were already replaced, raising suspicions about what's really happening.

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

Topos Institute

Geometric Principles of Data Visualization

Explore geometric and topological principles behind data visualization algorithms like UMAP, including mathematical foundations from Riemannian geometry and category theory that lead to the improved IsUMap algorithm.

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