2 - Applications: Time-series Forecasting, Anomaly Detection, and Predictive Maintenance
Enroll to start learning
You’ve not yet enrolled in this course. Please enroll for free to listen to audio lessons, classroom podcasts and take practice test.
Practice Questions
Test your understanding with targeted questions
What is time-series forecasting?
💡 Hint: Think about how we predict weather.
Name one application of anomaly detection.
💡 Hint: What happens if things get too hot?
4 more questions available
Interactive Quizzes
Quick quizzes to reinforce your learning
What does time-series forecasting help predict?
💡 Hint: It involves looking forward.
Anomaly detection is used to find:
💡 Hint: Think about things that stand out.
1 more question available
Challenge Problems
Push your limits with advanced challenges
Design a predictive maintenance system for a manufacturing plant. Outline the steps and considerations.
💡 Hint: Consider what data you would need to monitor.
Discuss the impact of poor data quality on time-series forecasting.
💡 Hint: How does inaccurate data lead to flawed predictions?
Get performance evaluation
Reference links
Supplementary resources to enhance your learning experience.