Sequences, Time Series and Prediction
Completed by Candela Manjón
December 10, 2025
21 hours (approximately)
Candela Manjón'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: Artificial Neural Networks
- Category: Tensorflow
- Category: Data Preprocessing
- Category: Time Series Analysis and Forecasting
- Category: Deep Learning
- Category: Convolutional Neural Networks
- Category: Predictive Modeling
- Category: Applied Machine Learning
- Category: Forecasting
- Category: Machine Learning Methods
