Building a Large-Scale, Automated Forecasting System

Coursera Courses ↗ · Coursera

Open Course on Coursera

Free to audit · Opens on Coursera

Building a Large-Scale, Automated Forecasting System

Coursera · Intermediate ·📐 ML Fundamentals ·1mo ago
In this course you learn to develop and maintain a large-scale forecasting project using SAS Visual Forecasting tools. Emphasis is initially on selecting appropriate methods for data creation and variable transformations, model generation, and model selection. Then you learn how to improve overall baseline forecasting performance by modifying default processes in the system. This course is appropriate for analysts interested in augmenting their machine learning skills with analysis tools that are appropriate for assaying, modifying, modeling, forecasting, and managing data that consist of variables that are collected over time. The courses is primarily syntax based, so analysts taking this course need some familiarity with coding. Experience with an object-oriented language is helpful, as is familiarity with manipulating large tables.
Watch on Coursera ↗ (saves to browser)
Sign in to unlock AI tutor explanation · ⚡30

Related AI Lessons

7 Common Java Streams Mistakes and How to Avoid Them
Learn to avoid common Java Streams mistakes and improve your coding skills
Medium · Programming
Implementing an Item-Based Recommendation System from Scratch in Python
Learn to implement an item-based recommendation system from scratch in Python for personalized suggestions
Medium · Machine Learning
The Threshold Is a Business Decision, Not a Statistical One
Learn how to build a production-grade fraud detection system and why statistical thresholds are business decisions, not just statistical ones
Medium · Machine Learning
Can Your Stress Level Predict How Much You Sleep?
Explore the relationship between stress levels and sleep patterns using data analysis and machine learning techniques to uncover hidden patterns
Medium · Machine Learning
Up next
Generative Artificial Intelligence Full Course 2026 | Gen AI Tutorial For Beginners | Simplilearn
Simplilearn
Watch →