Data Protection Courses

The ASF

Application and Exploration of Apache Doris in Banking Data Analysis

Discover how Apache Doris enhances data analysis and OLAP capabilities in banking systems through real-world implementation examples and practical insights from PSBC's experience.

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

Labroots

Accelerating CMC Dossier Production with Structured Content Authoring and Live Data Connections

Discover how to revolutionize CMC filing generation through data-driven approaches, structured content authoring, and live data connections for more accurate and efficient regulatory submissions in life sciences.

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

Amazon Web Services;  Amazon

Amazon Kinesis Data Streams - Getting Started

Master real-time data processing with Kinesis Data Streams, covering stream creation, data sending, and consumption. Build scalable applications for analytics, monitoring, and machine learning on AWS.

• AWS Skill Builder
• 50 minutes
• Self-Paced
• Free Certificate

EDGE AI FOUNDATION

Foundation Model for Efficient Natural Disaster Damage Assessment Using Multi-Modal Data

Discover how AI and UAV technology combine with multimodal data to revolutionize natural disaster damage assessment, enabling faster emergency response through innovative deep learning solutions.

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

EDGE AI FOUNDATION

Using Generative Models to Improve Generative Models - Data-Centric Efficient AI

Discover how combining multiple generative models can create sophisticated data, enhance AI capabilities, and address data scarcity challenges in edge AI applications through strategic model integration.

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

Institut des Hautes Etudes Scientifiques (IHES)

Rigidity Results for Initial Data Sets Satisfying the Dominant Energy Condition

Explore rigidity theorems for initial data sets in compact spin manifolds, examining boundary value problems for Dirac operators and extending Gromov's polytope comparison framework.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Amazon Web Services;  Amazon

Digital Classroom - Building Streaming Data Analytics Solutions on AWS (LATAM Spanish)

Explore la creación de soluciones de análisis de datos en tiempo real utilizando Amazon Kinesis y MSK, integrando servicios AWS para procesamiento, almacenamiento y visualización de datos streaming.

• AWS Skill Builder
• 8 hours
• Self-Paced
• Paid Course

The University of Chicago

Urban Crime Prediction: The Data, Ethics, and Biases of Predicting Events

Explore the ethical implications and technical challenges of AI-driven crime prediction systems, examining algorithmic bias, police resource allocation, and innovative predictive modeling approaches.

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

The University of Chicago

Investigating Dark Patterns and Consumer Protection in Online Shopping

Uncover the manipulative tactics used in online shopping and learn how to identify and protect yourself from deceptive dark patterns in e-commerce and social media platforms.

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

The University of Chicago

Data Ethics and Privacy in AI: Understanding Challenges and Fairness

Explore critical ethical challenges in AI development, including data privacy, bias, security, and the need for transparent data practices in modern artificial intelligence systems.

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

Fields Institute

Integrating Patient Data and Mathematical Models to Forecast Tumor Dynamics

Discover how mathematical models and patient data combine to predict tumor behavior and evolution, exploring cutting-edge approaches in mathematical oncology with expert insights.

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

Python Simplified

Building a Stock Prediction Dashboard with Taipy, Machine Learning, and Data Visualization

Master building a data science dashboard that predicts stock values using Taipy, incorporating multiple algorithms like Linear Regression, KNN, and RNN to analyze S&P 500 data and visualize future market trends.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Free Video

Conf42

Comprehensive Protection for Infrastructure and Web Apps Against DDoS Attacks

Explore comprehensive DDoS protection strategies and infrastructure security measures, from attack types to effective defense mechanisms for modern web applications and systems.

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

CMU Database Group

Modern Data Warehouse Systems: BigQuery, Snowflake, Redshift, Databricks, and DuckDB - Lecture 25

Explore modern data warehouse architectures and cloud-native databases, comparing BigQuery, Snowflake, Redshift, Databricks, and DuckDB's unique features and use cases for data analytics.

• YouTube
• 1 hour 26 minutes
• Self-Paced
• Free Video

Data Science Festival

Using Generative AI and Python to Remove PII from Data with Amazon Bedrock

Master AWS Bedrock and Python implementation for automated PII removal in data using generative AI models through practical demonstrations and architectural insights.

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