Sequences, Time Series and Prediction
Completed by Kelaniyage Dinuja Ratnayake Perera
February 21, 2026
21 hours (approximately)
Kelaniyage Dinuja Ratnayake Perera'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: Tensorflow
- Category: Forecasting
- Category: Recurrent Neural Networks (RNNs)
- Category: Data Preprocessing
- Category: Time Series Analysis and Forecasting
- Category: Machine Learning
- Category: Predictive Modeling
- Category: Convolutional Neural Networks
- Category: Deep Learning
- Category: Artificial Neural Networks
- Category: Applied Machine Learning
