Market Graph Clustering via QUBO and Digital Annealing
Explore innovative market graph clustering techniques using QUBO and Digital Annealing, uncovering insights into complex financial networks and data structures.
Parenclitic Networks Applied to Credit Card Fraud Detection
Explore innovative fraud detection techniques using parenclitic networks in credit card transactions, enhancing financial security through advanced data analysis.
Data Analysis with Vector Functional Programming - A Tour of the Q Programming Language
Explore vector functional programming for data analysis using Q language. Learn key concepts, syntax, and practical applications for efficient data manipulation and analysis.
Bicliques and Systemic Risk in Global Banks Bipartite Networks
Explore systemic risk in global banking networks through biclique analysis, uncovering interconnections and potential vulnerabilities in the financial system.
Private Analytics via Streaming, Sketching, and Silently Verifiable Proofs - 2024
Explore innovative techniques for private data analytics using streaming algorithms, sketching methods, and silently verifiable proofs in this cutting-edge IEEE presentation.
Life Driven by Dance
Devyani Sharma explores the fusion of Odissi dance and data science, demonstrating how traditional art forms can harmoniously coexist with modern careers. Includes live performance and insights into the symbolism of classical Indian dance.
Building High Performance Real-time Stream Processing Microservices - GeeCON 2023
Discover best practices for real-time stream processing, addressing challenges and optimizing projects for scalability, performance, failover, reliability, and data recovery using the Hazelcast platform.
SPSS
Learn essential statistical techniques using SPSS, including ANOVA, regression, t-tests, and descriptive statistics for effective data analysis and interpretation.
BERTology Meets Biology - Interpreting Attention in Protein Language Models
Explores how BERT models trained on protein sequences learn biological properties, revealing insights into protein structure, binding sites, and biophysical characteristics through attention mechanism analysis.
3D Hand Tracking in Virtual Environment - Computer Vision
Learn to implement 3D hand tracking in virtual environments using Python, OpenCV, and Unity. Gain practical skills in computer vision and real-time data transfer for interactive applications.
Intro to Computer Vision - Fireside
Explore computer vision fundamentals, from basic concepts to problem-solving approaches, model building, and ethical considerations in this comprehensive introduction.
3D U-Net for Semantic Segmentation
Learn to implement 3D U-Net for semantic segmentation on volumetric data like FIB-SEM, CT, and MRI. Covers data preparation, model architecture, training, and multichannel image processing using Python libraries.
Improving Semantic Segmentation - U-Net Performance via Ensemble of Multiple Trained Networks
Enhance U-Net performance for semantic segmentation using ensemble methods with ResNet34, Inception V3, and VGG16 networks. Includes code, dataset, and practical implementation tips.
Multi-Class Language Classification With BERT in TensorFlow
Learn to build a multi-class language classification model using BERT and TensorFlow. Covers data preprocessing, model architecture, training, and prediction with transformers for NLP tasks.
Streaming Three Ways with Blazor - REST, gRPC, and SignalR
Explore server-to-client data streaming in Blazor using REST, gRPC, and SignalR to enhance performance and scalability. Learn implementation techniques for each transport method.
Practical Pipelines - A Houseplant Soil Alerting System with ksqlDB
Learn to build a houseplant monitoring system using Raspberry Pi, Apache Kafka, and ksqlDB. Create real-time alerts and gain hands-on experience with event-driven pipelines and stream processing.
Building AI Enriched Applications with Azure Cognitive Search and CosmosDb
Discover how to extract and enrich data insights using Azure Cognitive Search and CosmosDb. Learn to build fast, scalable cloud-based search solutions with real-life examples and demos.
Elasticsearch Under the Hood
Explore Elasticsearch's inner workings: shards, Lucene, node balancing, instance sizing, node types, scaling, and tuning options for optimal performance and efficiency.
Async Code Reviews Are Killing Your Company’s Throughput
Discover how co-creation patterns like pair and mob programming can boost both throughput and quality in software development, challenging the effectiveness of traditional code review methods.
Auditing Your Data and Answering the Question - Is It the End of the Day Yet?
Explore Nielsen's data auditing system design, from tracking to analysis, using Kafka, Avro, Spark, and more. Learn about metadata design, table optimization, and alert-based monitoring for robust data management.
The Untruthful Art - Five Ways of Misrepresenting Data
Explores five ways data can be misrepresented, revealing hidden trickery in visual communication. Learn to spot deceptive practices and communicate information honestly and effectively.