Time Series Class - Part 2 - Professor Chris Williams, University of Edinburgh
Explore time series analysis, from moving average models to advanced state-space techniques and recurrent neural networks. Gain practical skills in parameter estimation, forecasting, and applying models to real-world data.
Modelling and Predicting Climate Change
Explore innovative methods for monitoring and predicting climate change, from Antarctic sea ice to forest ecosystems, with leading environmental scientists using AI and data science.
Anomaly Detection in Hyperspectral Imaging - Neal Gallagher
Explore advanced anomaly detection techniques in hyperspectral imaging, focusing on GLS, ELS, and WPCA methods for improved sensitivity and selectivity in detecting minor signals within complex mixtures.
Affine Spline Insights into Deep Learning - Richard Baraniuk, Rice University
Explore deep learning through affine splines, understanding neural networks as matched filterbanks and partition-based signal distances. Gain insights into data augmentation and future research directions.
The Defence Context - Geospatial Standards for Data Science
Explore geospatial standards in data science for defense, covering interoperability, machine learning, and emerging technologies to enhance information sharing and decision-making.
The Risk, Fear, and Preparation Behind Free Solo Climbing - Lessons for Entrepreneurs
Alex Honnold discusses risk management, mental preparation, and persistence in free solo climbing, drawing parallels to entrepreneurship and sharing insights on his solar power initiative for underserved communities.
Imagining Our Future Through Tech - Daily Life in 2030 and Beyond
Explore a visionary tour of daily life in 2030, from AI-powered toilets to VR offices. Discover the technological innovations and business models needed to bring this future to life.
Crowd-GPS-Sec: Leveraging Crowdsourcing to Detect and Localize GPS Spoofing Attacks
Innovative crowdsourcing approach to detect and localize GPS spoofing attacks on airborne targets, enhancing aviation security without infrastructure updates.
Worldbuilding for Your Stories - 10 Smart Tips
Discover 10 smart tips for crafting immersive story worlds, covering themes, infrastructure, mythology, diversity, realism, innovation, geography, and narrative integration.
Turbocharging Spark with Samsung SmartSSD Computational Storage Devices
Discover how Samsung SmartSSD® with Xilinx FPGAs accelerates Spark, offering 2x-8x performance gains without code changes. Learn about the technology, benchmarks, and TCO savings.
Make Reliable ETL Easy on Delta Lake
Learn to simplify ETL development on Delta Lake, improving data quality and scaling operations. Discover how Databricks streamlines the ETL lifecycle for efficient data engineering and management.
Data Culture Outside Silicon Valley - Building Teams and Blocking Spam Calls
Exploring data culture beyond Silicon Valley, featuring First Orion's innovative approach to spam call blocking and insights on building effective data teams in Arkansas.
Hackaday Supercon 2022 - Chris Gammell - The One-Engineer Dev Shop, Then and Now
Techniques, tools, and resources for building efficient one-person development shops, covering design, engineering, and project management aspects of prototype and product creation.
The Signal and the Noise - Lessons from 20 Years of Data Analysis
Nate Silver shares insights from 20 years of data analysis, focusing on election modeling, forecasting challenges, and lessons learned in interpreting complex data in competitive environments.
Predictive Maintenance on IoT Data for Early Fault Detection with Delta Lake
Explore predictive maintenance using IoT data and Delta Lake for early fault detection. Learn about Industry 4.0 applications, data analytics, and machine learning techniques for improved efficiency and cost savings.
Clustering and Markers Identification for ScRNA-Seq - Seurat Package Tutorial
Learn to analyze single-cell RNA-seq data using Seurat package, covering data import, QC, normalization, clustering, and marker identification. Gain insights into cell interactions and create visualizations.
The Algebra of Boole Is Not Boolean Algebra - Math Foundations
Exploring Boole's original algebra, its connection to Aristotelian logic, and its distinction from modern Boolean algebra. Delves into syllogisms, existential import, and applications in mathematics.
Deep Learning Day - Advances in Theory, Systems, and Applications
Comprehensive exploration of deep learning featuring expert talks on scaling, debugging, and advanced techniques. Covers theoretical foundations and practical applications across various domains.
Security Protection and Quality Control in Crowdsourcing
Explore security threats in crowdsourcing, analyze research findings, and learn strategies for protecting data integrity and quality control in online surveys and annotations.
Deep Internal Learning - Deep Learning with Zero Examples
Explore deep learning without external data, focusing on internal learning for tasks like super-resolution and image segmentation. Discover innovative approaches and their applications in various domains.
Bringing Satellite and Drone Imagery into Data Science Workflows
Explore satellite and drone imagery analysis in data science workflows using RasterFrames, a Spark SQL extension with Python API for processing spatial image data and integrating with ML frameworks.