Blog
Thoughts, insights, and tutorials on data science, machine learning, and advanced analytics.
ML Pipeline Architecture
Building Event-Driven ML Pipelines with Vertex AI and LLMs
A deep dive into architecting real-time machine learning pipelines that process and analyze unstructured data using Google Cloud Platform and large language models.
Alex Labuda
Customer Segmentation Diagram
Effective Customer Segmentation with Unsupervised Learning
How to build robust customer segments using clustering techniques that lead to actionable marketing strategies and personalized user experiences.
Article coming soonMLOps Workflow Diagram
MLOps Best Practices for Production-Ready Models
A comprehensive guide to deploying robust machine learning models in production environments, covering version control, CI/CD pipelines, and monitoring.
Article coming soonTime Series Chart
Advanced Time Series Forecasting for Retail Demand
Examining state-of-the-art approaches to retail demand forecasting using time series models, incorporating seasonality, promotions, and external factors.
Article coming soonTableau Dashboard
10 Tableau Tips to Create More Effective Dashboards
Practical advice for creating impactful Tableau dashboards that communicate insights effectively and facilitate data-driven decision making.
Article coming soonMarketing Attribution Chart
Media Mix Modeling in the Age of Privacy
How media mix modeling provides a privacy-compliant alternative to cookie-based attribution in an increasingly restricted digital advertising landscape.
Article coming soonData Pipeline Diagram
Building Robust Data Pipelines with Python
A guide to creating reliable, scalable data pipelines using Python and modern tools like Apache Airflow, Luigi, and Prefect.
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