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Time-Series Analysis

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
Time series data analysis charts on laptop screens.
Open Source Analytics Predictive Analytics Time-Series Analysis

How to Analyze Time-Series Data in Python: A Practical Intro

Cake Team

Every dataset collected over time tells a story. It’s a chronological narrative of your business, showing the peaks, the valleys, and the subtle...

Published 09/25 20 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
Detecting outliers in time-series data on a laptop.
Anomaly Detection Analytics Predictive Analytics Time-Series Analysis

Detecting Outliers in Time-Series Data: A Guide

Cake Team

Every data point tells a part of your business' story, but some shout louder than others. These are your outliers, i.e., the sudden spikes and...

Published 08/25 17 minute read