Epidemics, Erdos Numbers, and the Internet
Explore network science through epidemics, collaboration patterns, and internet structure. Discover how complex systems interconnect and influence various fields of study.
High-Dimensional Learning and Deep Neural Networks
Explorez les réseaux neuronaux profonds et l'apprentissage en haute dimension avec le professeur Mallat. Découvrez les avancées récentes en science des données et leurs applications pratiques.
Mathematical Models for Predicting the Future - Limitations and Ethics
Explore the power and limitations of mathematical models in predicting future events, from pandemics to climate change, with insights on their ethical implications and real-world applications.
How to Bend the Rules - Algorithms and Data in Modern Life
Hannah Fry explores how data-driven algorithms have permeated our lives, controlling many aspects without our awareness. She delves into the impact of these algorithms on society and human behavior.
Statistical Physics and Machine Learning - A 30 Year Perspective
Explore the 30-year evolution of connections between statistical physics and machine learning, offering insights into their intertwined development and future implications.
How to Avoid Overcomplicating Your Data Architecture
Explore strategies for simplifying data architectures, modernizing infrastructures, and leveraging real-time streaming for AI. Learn to navigate complexity and achieve faster results in data engineering.
Stream Processing and New Approaches: Edge Processing
Explore stream processing on the edge for real-time data analysis, enabling rapid anomaly detection and distributed machine learning using open-source software.
Secure IoT Command, Control, and Exfiltration Using Apache NiFi and Apache MiNiFi
Explore secure IoT data collection and control using Apache NiFi and MiNiFi. Learn to prioritize, analyze, and encrypt data at the edge while ensuring compliance with local governance policies.
Open Data at Facebook - Ecosystem, Maps, and Humanitarian Efforts
Explore Facebook's open data initiatives, including wildfire mapping, population tracking, and humanitarian efforts using AI and satellite imagery for global impact.
Fluentd - A Complete Logging Ecosystem for Kubernetes
Explore Fluentd's internals, best practices, SDKs, and sub-projects for efficient logging in cloud-native environments, with a focus on Kubernetes integration and operational challenges.
Building Cloud Integration Applications Through Knative and Apache Camel
Explore cloud-native integration using Knative and Apache Camel, focusing on EIP DSL for middleware integration and leveraging serverless frameworks for efficient service connectivity in modern applications.
Introducing Kubeflow for Machine Learning and AI on Kubernetes
Explore Kubeflow for seamless machine learning model deployment, from laptop to production. Learn about its components, scalability benefits, and integration with tools like TensorFlow and Apache Spark.
Community Data is Not Community Metrics - Measuring Community Health
Explore the importance of asking the right questions when analyzing community health metrics, moving beyond raw data to gain meaningful insights for open source projects.
Embracing Big Data Workloads in Cloud-Native Environments with Data Locality
Explore data locality in cloud-native big data workloads, focusing on Apache Hadoop Ozone's network topology support and its benefits for performance and scheduling in Kubernetes environments.
Code and Clothes - How Open Data is Helping to Fix Fashion
Explore how open data and transparency are revolutionizing the fashion industry, addressing environmental and social challenges through innovative collaboration and supply chain visibility.
Open Source Deep Learning Frameworks and Accelerators - 2019 Forum
Explore open source deep learning ecosystems, frameworks, and accelerators with insights on supply chains and metrics in AI development.
HERE and the Open Location Journey
Explore HERE Technologies' Open Location Journey, emphasizing the importance of open source, open data, and open access in fostering participation and driving social change through location-based innovations.
Google Sheets Advanced Tutorial
Master advanced Google Sheets techniques including data manipulation, complex functions, pivot tables, charts, and collaborative features to enhance your spreadsheet skills and boost productivity.
Tableau Data Visualization Intermediate Tutorial
Comprehensive guide to intermediate Tableau techniques, covering advanced chart types, map visualizations, and data manipulation for enhanced data analysis and presentation skills.
Orchestrating Data Assets Instead of Tasks, With Dagster - Sandy Ryza
Explore data orchestration with Dagster, focusing on managing data assets over tasks. Learn about pipeline development, testing, deployment, and monitoring in data engineering and machine learning.
Tableau Data Visualization Beginner Tutorial
Learn to connect data sources, create various charts, and master essential Tableau features for powerful data visualization and analysis.