Remove Data Modelling Remove Documentation Remove E-Commerce Remove Monitoring
article thumbnail

How to Run Successful Predictive Analytics Project for your Business

Marutitech

To make your job easier, create a document that specifies your project’s inputs and deliverables, and then double-check your resource and format criteria related to the description of your predictive analytics project. Overfitting your data refers to creating a complicated data model that fits your limited set of data.

article thumbnail

All You Need to Know About Data Aggregation

Astera

Consolidating, summarized data from wide-ranging sources ensures you aren’t considering just one perspective in your analysis. Performance Monitoring Data aggregation facilitates you in monitoring key performance indicators (KPIs) more effectively.

Insiders

Sign Up for our Newsletter

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

article thumbnail

Data Governance Framework: What is it? Importance, Pillars and Best Practices

Astera

It helps establish policies, assign roles and responsibilities, and maintain data quality and security in compliance with relevant regulatory standards. The framework, therefore, provides detailed documentation about the organization’s data architecture, which is necessary to govern its data assets.

article thumbnail

MongoDB & PostgreSQL – The 5 Big Differences

Astera

It stores data in dynamic JSON-like documents and supports easy query, manipulation, and storage of data. Its key features include: Automatic sharding: MongoDB’s automatic shading feature allows for horizontal scaling of data across multiple servers.

article thumbnail

The Top 7 Data Aggregation Tools in 2024

Astera

At its core, Astera boasts a potent ETL engine that automates data integration. Additionally, the platform’s customizable automation enhances efficiency by scheduling tasks and providing real-time monitoring to address integration errors quickly. These features streamline data integration, ensuring users enjoy uninterrupted data flow.

article thumbnail

What Is Embedded Analytics?

Insight Software

Amazon Amazon is the leading e-commerce site. Amazon also provides data and analytics – in the form of product ratings, reviews, and suggestions – to ensure customers are choosing the right products at the point of transaction. Their devices monitor a user’s activity and transmit data to the cloud.

article thumbnail

The Benefits, Challenges and Risks of Predictive Analytics for Your Application

Insight Software

For example, in an e-commerce application, predictive analytics can help anticipate spikes in traffic during specific events or seasons, allowing the team to scale server capacity accordingly. This prevents over-provisioning and under-provisioning of resources, resulting in cost savings and improved application performance.