Sequences, Time Series and Prediction
Completed by Micah Billington
January 2, 2026
21 hours (approximately)
Micah Billington's account is verified. Coursera certifies their successful completion of Sequences, Time Series and Prediction
What you will learn
Solve time series and forecasting problems in TensorFlow
Prepare data for time series learning using best practices
Explore how RNNs and ConvNets can be used for predictions
Build a sunspot prediction model using real-world data
Skills you will gain
- Category: Machine Learning
- Category: Recurrent Neural Networks (RNNs)
- Category: Deep Learning
- Category: Machine Learning Methods
- Category: Artificial Neural Networks
- Category: Tensorflow
- Category: Data Preprocessing
- Category: Time Series Analysis and Forecasting
- Category: Convolutional Neural Networks
- Category: Predictive Modeling
- Category: Applied Machine Learning
- Category: Forecasting
