Forecasting in Advertising: From Trillions of Impressions to Key Metrics - The Trade Desk Approach
Explore forecasting challenges in advertising and learn how The Trade Desk overcame them, creating a rapid, trustworthy system for clients in seconds.
MLOps in Financial Services: Forecasting Balances and Model Deployment
Unlock MLOps potential in finance: master balance forecasting, explore time series packages, and learn production deployment tips for optimized processes and elevated performance.
Data Analytics Competitions: A Guide for Success
Discover strategies for excelling in data analytics competitions, from understanding their unique nature to securing top positions using various statistical approaches.
Unleashing WisePizza - Finding Unusual Segments in Your Data
Explore WisePizza, an open-source library for automated discovery of intriguing data segments. Gain deeper insights, uncover patterns, and revolutionize your data analysis approach.
Forecasting Time Series with Arrow and WASM
Explore novel time-series processing pipeline using Apache Arrow, S3, Polars/DuckDB, and WASM for efficient forecasting and MLOps deployment.
What We Learned Dissecting the World's Most Popular Containers
Explore insights from analyzing 100+ popular container images, revealing complexities in Kubernetes deployments and discussing software supply chain practices and trade-offs.
Getting Started with Open Source Project Insights
Leverage automation and data for sustainable open-source contributions. Learn strategies to encourage code and non-code contributions while maintaining project velocity and reducing contributor churn.
Improving Open Source Ecosystem Sustainability Through Automation and Seamless Contribution Process
Discover strategies for enhancing open source sustainability through automation and streamlined contribution processes, focusing on Capital One's recent projects and their global impact.
From Sensor to Cloud: Getting Your Data Off of the Edge
Explore efficient methods for transferring time series data from edge devices to the cloud using open-source tools and InfluxDB platform, enabling seamless analysis and utilization.
Helping Canadians Live Life Well Through Data-driven Innovation
Explore how Loblaw leverages data for forecasting, personalization, and supply chain optimization to enhance Canadian retail experiences.
Sensitivity and Interpretability of AI Models in Regulated Industries
Explore sensitivity analysis for AI model interpretability in regulated industries. Learn design and implementation approaches using case studies from healthcare and human activity data.
Dimensionality Reduction and Segmentation with Decision Trees - Python Code
Explore advanced decision tree applications for dimensionality reduction and predictor segmentation, with Python code examples for breast cancer detection and sepsis risk analysis.
4 Ways to Measure Fat Tails with Python - Example Code and Analysis
Explore four methods to quantify fat tails using Python, including power law tail index, kurtosis, log-normal's σ, and Taleb's κ. Apply these techniques to real-world social media data analysis.
Three AI Use Cases for Analyzing Sales Data
Explore three practical AI applications for analyzing sales data, demonstrated with real-world examples from a warm outreach campaign. Learn data augmentation, structuring unstructured data, and lead scoring techniques.
Neuro-Symbolic AI with AllegroGraph
Explore Neuro-Symbolic AI's fusion of neural networks and symbolic AI. Learn how AllegroGraph's Knowledge Graph Platform enables complex reasoning and data integration for advanced AI applications.
How Numbers Station Combines LLM, RAG, and Domain Knowledge for AI-Driven Data Analysis
Leverage AI for comprehensive data analysis by combining structured and unstructured data, using multi-agent systems, and building AI-powered assistants for actionable insights.
How Machine Learning Fuels the Fight Against Sex Trafficking
Explore how machine learning techniques are applied to combat sex trafficking, focusing on detection and prevention strategies using deep web data analysis.
An Inside Look at NASA's SpaceML Worldview Search
Explore NASA's SpaceML Worldview Search with insights from Machine Learning Lead Anirudh Koul, covering innovative applications in space exploration and data analysis.
Why Detecting Distributional Shift is So Hard and So Important
Explore challenges and opportunities in detecting data distributional shift, a crucial aspect of AI robustness and reliability in real-world applications.
Getting Started with SparkML in Microsoft Fabric
Explore end-to-end machine learning in Microsoft Fabric using Spark notebooks. Learn to build models and make predictions with Fabric datasets in this practical demonstration.
Flight of Insights: Navigating Data Turbulence with SQL Modeling and Visualization
Explore data modeling and visualization techniques to identify risks and make informed decisions in project navigation, inspired by Captain Sully's story.