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AI-powered time-series forecasting: Charts, graphs, and data analysis.
Forecasting Analytics Predictive Analytics Time-Series Analysis

AI Forecasting Techniques: A Complete Guide
Cake Team Published 08/2025 35 minute read

Get practical insights into AI forecasting techniques for time-series data. Learn how to choose, implement, and improve your business forecasting models.

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Introducing Cake

Published 11/2024

Build vs. Buy Agentic RAG: How to Make the Right Call

Published 07/2025

What is MLOps? Your Guide to Streamlined AI

Published 01/1970

Machine Learning Platforms: A Practical Guide to Choosing

Published 06/2025

LLMOps Explained: Your Guide to Managing Large Language Models

Published 06/2025

SkyPilot and Slurm: Bridge HPC and Cloud for AI

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AWS Cake vs. SageMaker: Which Is Better for AI?

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AI pipeline bottleneck analysis on computer screens.
MLOps AIOps

Identify & Overcome AI Pipeline Bottlenecks: A Practical Guide

Cake Team

Your AI pipeline should be a superhighway for data, but too often it feels like a traffic jam during rush hour. A single slowdown, or bottleneck, can...

Published 08/25 18 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
AI-powered analytics on a laptop.
Analytics Predictive Analytics

How AI Transformed Data Analytics: A Practical Guide

Cake Team

Most businesses today are sitting on a mountain of data, but getting clear, actionable insights from it can feel impossible. Information is often...

Published 08/25 17 minute read
stacks of money
Product AIOps LLMs

Save $500K–$1M Annually on Each LLM Project with Cake

Cake Team

Teams running LLM projects on Cake's platform are realizing significant cost advantages, saving between $500K and $1M annually per project. These...

Published 08/25 4 minute read
moving fast
Product AIOps

Which vendor has the fastest AI deployment times?

Cake Team

Find out which vendor offers the fastest deployment timelines for enterprise AI projects and how Cake helps teams deploy AI models to production...

Published 08/25 15 minute read
6x mlops productivity
Product MLOps AIOps

6x MLOps Productivity: How Teams Do More With Less Using Cake

Cake Team

Enterprises running on Cake have seen up to a 6x increase in MLOps productivity. That's not marketing spin. It's a direct outcome of teams...

Published 08/25 4 minute read
Best open-source anomaly detection tools displayed on monitors in a control room.
Open Source Anomaly Detection

How to Choose the Right Anomaly Detection Software

Cake Team

Find the best open-source anomaly detection software for your team. Compare top tools, features, and tips to choose the right fit for your data and...

Published 08/25 29 minute read
AI-powered anomaly detection network diagram on a computer monitor.
MLOps AIOps Anomaly Detection

Anomaly Detection with AI & ML: A Practical Guide

Cake Team

When we think of business problems, we often picture the big, obvious ones: a website crash or a major security breach. While those are critical, the...

Published 08/25 21 minute read
Real-time anomaly detection monitors in production.
Anomaly Detection

Real-Time Anomaly Detection in Automation: A Full Guide

Cake Team

Get expert tips on real-time anomaly detection in automation informational, from choosing algorithms to solving common production challenges.

Published 08/25 26 minute read

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