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Forecasting

Regression forecasting model displayed on a laptop screen.
Forecasting Analytics Regression Predictive Analytics

How to Use Regression Models for Business Forecasting

Cake Team

Making confident business decisions can feel like trying to hit a moving target in the dark. You might have a gut feeling about how much inventory to...

Published 10/25 19 minute read
Time-series model graph on a computer screen.
Forecasting Analytics Predictive Analytics Time-Series Analysis

Time-Series Modeling for Smarter Business Predictions

Cake Team

Your business generates a constant stream of data: daily sales, weekly customer sign-ups, monthly expenses, etc. Too often, this information sits in...

Published 09/25 19 minute read
AI-powered time-series forecasting: Charts, graphs, and data analysis.
Forecasting Analytics Predictive Analytics Time-Series Analysis

AI Time-Series Forecasting Techniques: A Complete Guide

Cake Team

Your historical data is telling a story about your business. The question is, are you equipped to understand what it's saying about the future? While...

Published 08/25 19 minute read
Predictive analytics vs. machine learning network diagrams on a computer screen.
MLOps Forecasting Analytics Predictive Analytics Machine Learning

Predictive Analytics vs. Machine Learning: Clarifying the Differences

Cake Team

Many people frame the discussion around predictive analytics vs machine learning as a choice you have to make. The truth is, they are most powerful...

Published 08/25 15 minute read
AI forecasting tools displayed on a computer screen.
Forecasting Predictive Analytics

Best Enterprise AI Forecasting Tools: A Comparison

Cake Team

Relying on traditional spreadsheets for business planning is like using last week's weather report to decide if you need an umbrella today. It’s...

Published 08/25 23 minute read
Building a predictive model with open-source tools.
Open Source Forecasting Analytics Predictive Analytics

Build a Predictive Model with Open Source: A Step-by-Step Guide

Cake Team

Your business is likely sitting on a mountain of valuable data, but are you using it to look forward or just to report on the past? Predictive...

Published 08/25 23 minute read
Predictive analytics driving business decisions.
Forecasting Analytics Predictive Analytics

8 Predictive Analytics Use Cases Transforming Industries

Cake Team

Making business decisions based on last quarter's report is like driving while looking only in the rearview mirror. You see where you've been, but...

Published 08/25 19 minute read