Machine Learning in Philanthropy and Non-Profit

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Related lectures (58)

Data Visualization Techniques: Applications and Principles Log in to Mediaspace to watch this video

Discusses data visualization techniques, emphasizing their applications and principles for effective communication of complex information.

Data Science Visualization with Pandas Log in to Mediaspace to watch this video

Covers data manipulation and exploration using Python with a focus on visualization techniques.

Human-Computer Interaction: Introduction Log in to Mediaspace to watch this video

Covers the fundamentals of Human-Computer Interaction and Human-Robot Interaction, emphasizing usability, user experience, and adoption.

Digital History Projects: Design and Analysis Log in to Mediaspace to watch this video

Covers digital history projects, social relationships in research, data preprocessing challenges, and network analysis tools.

Raccoon Attack on TLS 1.2 Log in to Mediaspace to watch this video

Explores the Raccoon Attack, a timing attack on TLS-DH(E) that exploits most significant bit oracles.

Mobile App Development: Understanding the Ecosystem and User Experience Log in to Mediaspace to watch this video

Provides an overview of mobile app development, focusing on user experience and the mobile ecosystem.

User Personas & User Journey + Q&A with End Users Log in to Mediaspace to watch this video

Explores User Personas, user journey, and a Q&A session with end users, emphasizing the importance of representing different user types.

Machine Learning and Privacy Log in to Mediaspace to watch this video

Explores machine learning fundamentals and privacy risks, focusing on privacy attacks and collaborative machine learning.

Matlab Programming: Script and Function Log in to Mediaspace to watch this video

Explores Matlab programming with scripts and functions, vectorization, and 2D graphics.

Introduction: User Experience (UX) & User-Centered Design (UCD)Log in to Mediaspace to watch this video

Introduces User Experience (UX) and User-Centered Design (UCD), emphasizing user understanding and iterative design.

Twitter Mood Analysis Log in to Mediaspace to watch this video

Explores the analysis of mood expressed on Twitter using longitudinal data and text analysis tools, emphasizing the importance of considering biased data.

Elements of Geomatics - GPS Exercise Session Log in to Mediaspace to watch this video

Covers a GPS exercise session addressing technical questions and providing guidance on data collection and analysis.

Google Earth Engine: Analyzing Geospatial Data Log in to Mediaspace to watch this video

Introduces Google Earth Engine, focusing on its capabilities for geospatial analysis and environmental monitoring.

Untitled Log in to Mediaspace to watch this video

Data Protection Principles Log in to Mediaspace to watch this video

Covers data processing, GDPR principles, data transfer, rights of data subjects, license agreements, and competition law enforcement.

Differential Privacy: Achieving Privacy-preserving Data Publishing Log in to Mediaspace to watch this video

Explores differential privacy for privacy-preserving data publishing through input and output perturbation techniques.

Sustainability Assessment Framework Log in to Mediaspace to watch this video

Covers key elements of a sustainability assessment framework, emphasizing purpose and presentation.

Introduction to Data Science Log in to Mediaspace to watch this video

Introduces the basics of data science, covering decision trees, machine learning advancements, and deep reinforcement learning.

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