Deep Learning in Time Series Analysis
What You Will Learn?
Time series data is a type of sequential data taken at different time ranges. The data includes sensory data, stock price and sales data.In this course, you will learn the fundamental and advanced concepts and practical skills of deep learning and time series.
| Domain | Time Series Analysis |
|---|---|
| Course Outline |
1. Mastering of Machine Learning Fundamentals I 2. Mastering of Machine Learning Fundamentals II 3. Introduction of Deep Learning with Deeplearning4j I 4. Introduction of Deep Learning with Deeplearning4j II 5. Introduction of Deep Learning with Deeplearning4j III 6. Introduction of Deep Learning with Deeplearning4j IV 7. Basic AI Assessment 8. Advanced Deep Learning with Time Series Forecasting I: Time Series Fundamentals 9. Advanced Deep Learning with Time Series Forecasting II: Univariate Forecasting 10. Advanced Deep Learning with Time Series Forecasting III: Multivariate Forecasting 11. Advanced Deep Learning with Time Series Forecasting IV: Advanced Deep Learning for Time Series Prediction 12. Advanced Deep Learning with Time Series Forecasting V: Advanced Deep Learning for Time Series Classification and Anamaly Detection 13. Group Project 14. Certified Deep Learning Engineer Examination |
