Remove Data Engineering Remove Metrics Remove Off-The-Shelf Remove Weak Development Team
article thumbnail

What you need to know about product management for AI

O'Reilly Media - Ideas

You already know the game and how it is played: you’re the coordinator who ties everything together, from the developers and designers to the executives. Why AI software development is different. AI products are automated systems that collect and learn from data to make user-facing decisions.

article thumbnail

The Good and the Bad of Apache Kafka Streaming Platform

Altexsoft

It offers high throughput, low latency, and scalability that meets the requirements of Big Data. The technology was written in Java and Scala in LinkedIn to solve the internal problem of managing continuous data flows. What does the high-performance data project have to do with the real Franz Kafka’s heritage?

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Interpreting predictive models with Skater: Unboxing model opacity

O'Reilly Media - Data

Data Scientist Cathy O’Neil has recently written an entire book filled with examples of poor interpretability as a dire warning of the potential social carnage from misunderstood models—e.g., There is also a trade off in balancing a model’s interpretability and its performance.

article thumbnail

Fleet Maintenance Software: Technology Behind Preventive and Predictive Vehicle Servicing

Altexsoft

Taking good care of your fleet assets pays off by prolonging their lifecycle, increasing efficiency, and reducing the probability of failures. Predictive maintenance (PdM) involves constant monitoring of your equipment condition and conducting repairs only when bad trends are detected – but before breakdowns occur.

article thumbnail

Supply Chain Analytics: Opportunities in Data Analysis and Business Intelligence

Altexsoft

diversity of sales channels, complex structure resulting in siloed data and lack of visibility. These challenges can be addressed by intelligent management supported by data analytics and business intelligence (BI) that allow for getting insights from available data and making data-informed decisions to support company development.

article thumbnail

Modeling conversion rates using Weibull and gamma distributions

Erik Bernhardsson

This is a blog post originally featured on the Better engineering blog. Side note, but throughout this blog post, the y scale is intentionally removed in order for us not to share important business metrics.). If you want to link to this article or share it, please go to the original post URL ! The basic way: conversion at time T.

article thumbnail

Modeling conversion rates using Weibull and gamma distributions

Erik Bernhardsson

This is a blog post originally featured on the Better engineering blog. Side note, but throughout this blog post, the y scale is intentionally removed in order for us not to share important business metrics.). If you want to link to this article or share it, please go to the original post URL ! The basic way: conversion at time T.