Category

Articles Found

Geoanalytics

Using spatial clustering of health service utilization to identify gaps in care and prioritize clinic expansion initiatives.

Kevin Baker - July 15, 2025

Data warehousing

Best practices for performing regular reindexing and maintenance tasks to maintain peak data warehouse performance.

Edward Baker - July 18, 2025

Deep learning

Understanding deep learning architectures and how they transform raw data into actionable intelligence.

Jerry Jenkins - July 28, 2025

Audio & speech processing

Approaches for robust acoustic scene classification to complement speech processing in smart devices.

Jason Campbell - July 18, 2025

Causal inference

Assessing robustness of policy recommendations derived from causal models under model and data uncertainty.

Jonathan Mitchell - July 26, 2025

Geoanalytics

Applying constrained spatial clustering to ensure contiguity and compactness in delineation of functional service areas.

Daniel Cooper - July 15, 2025

AIOps

How to select the right observability signals to feed into AIOps for faster mean time to innocent identification.

Paul Evans - July 19, 2025

Computer vision

Advanced loss functions and training schedules that improve convergence and generalization in vision tasks.

Henry Brooks - August 12, 2025

Privacy & anonymization

Methods for anonymizing multi-channel customer communication logs to perform sentiment and trend analysis without revealing individuals.

Matthew Clark - July 21, 2025

NLP

Approaches to reduce amplification of harmful stereotypes during model fine-tuning and generation.

Scott Green - July 18, 2025

Data warehousing

How to design an effective dataset deprecation dashboard that tracks consumer migration progress and remaining dependencies.

Michael Thompson - July 18, 2025

Computer vision

Approaches for spatially aware augmentation that respects scene geometry when transforming training images and masks.

William Thompson - August 02, 2025

AI regulation

Guidance on implementing interoperable model registries that support regulatory oversight, research, and public transparency.

Samuel Perez - July 19, 2025

Experimentation & statistics

Using instrumental variables within experiments to disentangle causal pathways and endogeneity.

Louis Harris - July 18, 2025

AI safety & ethics

Guidelines for implementing privacy-aware model interpretability tools that do not inadvertently expose sensitive training examples.

Matthew Stone - July 16, 2025

Privacy & anonymization

Guidelines for anonymizing citizen science biodiversity observations to support research while protecting sensitive species and locations.

Jason Campbell - August 06, 2025

Recommender systems

Architecting offline and online feature stores to support real time recommendation serving at scale.

Jerry Perez - July 19, 2025

Data warehousing

Approaches for building a federated analytics layer that unifies warehouse data and external APIs for reporting.

Michael Johnson - August 08, 2025

Data warehousing

How to orchestrate cross-account and cross-organization data sharing securely for collaborative analytics use cases.

William Thompson - August 10, 2025

AIOps

Strategies for embedding continuous learning loops so AIOps models adapt to seasonal patterns and application changes.

Henry Baker - August 03, 2025

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