Deploying Fast Data Pipelines on Mesos and DC/OS
Overview of Fast Data systems, their deployment on Mesos and DC/OS, and their impact on Big Data processing. Learn about the evolving landscape of data pipelines and efficient operational strategies.
De Novo Protein Design Using Deep Learning and Musical Representations
Explore innovative protein design using deep learning and musical representations, bridging materials science and artificial intelligence for groundbreaking bioengineering applications.
Cookbook Lower Bounds for Statistical Inference in Distributed and Constrained Settings - Part 3
Explore advanced statistical inference techniques for distributed and constrained environments, focusing on lower bound analysis and practical applications in complex data scenarios.
An Equivalence Between Private Classification and Online Prediction
Explore the connection between private classification and online prediction, examining theoretical implications and potential applications in machine learning and data privacy.
The War on Misinformation: Combating Viral Falsehoods in Public Health
Explore strategies to combat viral misinformation, focusing on vaccine skepticism and its impact on public health. Learn how data and technology can track and counter the spread of falsehoods.
Sensing the Whole - Big Data, Big Indicators and the Future of Planetary Health
Explore emerging tools like satellite imagery and analytics that reveal complex relationships between people and the planet, enabling new approaches to planetary health and social wellbeing.
Nonlinear Spectral Decompositions in Imaging and Inverse Problems
Explore nonlinear spectral decompositions in imaging and inverse problems, focusing on variational theory and applications in data science, with computational methods discussed.
From Applied Mathematicians to Entrepreneurs - Industry Panel Discussion
Applied mathematicians share their journeys to entrepreneurship, offering insights on career paths, challenges, and advice for aspiring math entrepreneurs in various industries.
The Cost of Lightning Network Channels and Its Implications for Network Structure
Lightning Network channels: costs, optimization, and network structure implications. Explores conditions for channel establishment, cost formulas, and potential centralization in bitcoin payment networks.
Surviving a Ph.D. and Career Options in Data Mining - Doctoral Forum Panel
Expert panel discusses strategies for Ph.D. success and post-doctoral career paths in academia, industry, and research labs, offering valuable insights for data mining doctoral students.
Leveraging Data Science at HBCUs to Advance Innovation
Explore how data science at HBCUs drives innovation, with insights from Talitha M. Washington on leveraging this field to advance research and create opportunities in STEM.
Detecting Anomalies in the 2020 Election
Explore statistical methods for identifying irregularities in election data, focusing on the 2020 US presidential race and its unique challenges in data analysis and interpretation.
Biomedical Data Sharing and Analysis at Scale
Explore cutting-edge techniques for large-scale biomedical data sharing and analysis, addressing challenges and opportunities in this rapidly evolving field of computational biology and mathematics.
In Praise of Small Data - Statistical and Data Science
Explore the significance of small data in statistical and data science, emphasizing its role alongside big data in modern research and analysis methodologies.
Evidently AI Tutorial - Open Source ML Models Monitoring and Observability
Learn to monitor and evaluate ML models with Evidently AI, an open-source Python library for data scientists. Explore reports, test suites, and dashboards for continuous model quality assessment.
Google Sheets Full Course Tutorial
Comprehensive tutorial covering Google Sheets essentials: navigation, formulas, data manipulation, charts, pivot tables, functions, collaboration, and more. Perfect for beginners and intermediate users seeking to enhance spreadsheet skills.
The Power of Effective Data Storytelling - Basics for Data Analysis
Learn effective data storytelling techniques to enhance data analysis impact. Discover how to use visualizations, narratives, and creative approaches to make insights more relatable and actionable for businesses.
Effective Data Storytelling - What Does Your Data Tell You - Storytelling with Data
Learn effective data storytelling techniques to transform raw information into compelling narratives. Discover how to analyze, visualize, and communicate insights for evidence-informed decision-making in organizations.
The Ultimate Guide to Working Effectively with Data - Read, Write, Think Data
Discover a tool-agnostic framework for effective data handling, emphasizing process over tools. Learn to adapt to new technologies and understand the importance of data literacy in today's changing landscape.
Time Series Analysis with the KNIME Analytics Platform - Preprocessing, Alignment, Imputation
Learn time series analysis using KNIME: preprocessing, alignment, imputation, forecasting, and evaluation. Build a demand prediction application with (S)ARIMA and machine learning models through hands-on, codeless examples.
Automating Supervised Machine Learning Pipeline Development
Explore methodologies for automating supervised machine learning pipelines, covering data cleaning, feature engineering, and model development. Gain insights from experienced data scientists on best practices and techniques.