data analysis
data analysis on Beyond Market Intelligence: a running collection of 4 stories we have gathered and hand-picked because they are worth your time. Every post here touches on data analysis in some way — the news, the analysis, the deep dives, and the occasional surprise find. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work with data. New stories are added to this page as we find them, so check back if you want to keep up with what is happening around data analysis, or subscribe to the RSS feed to get them as soon as they are published. Browse the collection below, or head back to the homepage to see everything Beyond Market Intelligence is covering right now.
![Deep learning tackles single-cell analysis – A survey of deep learning for scRNA-seq analysis [R]](https://preview.redd.it/n3okgq66t1eh1.png?width=140&height=99&auto=webp&s=c7f944d68ce877e0198147bb832e40cbb826fa91)
Deep learning tackles single-cell analysis – A survey of deep learning for scRNA-seq analysis [R]
Navigating the complexities of single-cell RNA sequencing (scRNA-seq) analysis demands sophisticated tools. A recent survey paper, "Deep learning tackles single-cell analysis," comprehensively examines 25 distinct deep learning methods across six key subcategories. To aid understanding, one user has meticulously summarized these approaches, detailing their purpose, architecture, metrics, and novelty within a readily accessible table.
Automatically Assign a Category to Uncategorized Rows in Power Query and DAX
Categorized data is foundational for effective reporting and analysis; uncategorized rows hinder grouping and aggregation. When faced with data lacking assigned categories, establishing rules for assignment becomes essential. This post explores a practical solution for automatically assigning categories to uncategorized rows, demonstrated through a facility management project using Power Query and DAX. Discover how this approach unlocks deeper insights from your data. For further exploration of related techniques, see "TabFM Studio" and its application to spreadsheet predictions.
How to Improve Customer Retention in FinTech
Customer retention is a critical challenge in FinTech, demanding more than reactive measures. This practical guide explores a powerful combination: pre-churn scoring and uplift modeling. Discover how these techniques enable smarter, more targeted retention efforts, maximizing impact while optimizing resource allocation. By precisely identifying customers most likely to churn *and* those most responsive to intervention, you can transform your retention strategy. For a deeper dive into building an AI-native enterprise data platform to support these initiatives, see "Many Companies Use AI."
Newsletter platform Beehiiv now lets subscribers chat with each other, adds AI
Beehiiv is evolving, empowering publishers with enhanced community building and intelligent growth tools. Subscribers can now directly engage with each other through a new chat feature, fostering deeper connections within your audience. Simultaneously, we’re introducing AI Copilot, designed to streamline user growth strategies and provide actionable analytics insights. This represents a significant step toward a future-focused approach to newsletter management. For a broader perspective on AI’s evolving role in productivity, explore our article, "The real problem with AI."