Sequences, Time Series and Prediction
Completed by Margherita Spalla
May 4, 2025
21 hours (approximately)
Margherita Spalla'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: Deep Learning
- Category: Recurrent Neural Networks (RNNs)
- Category: Predictive Modeling
- Category: Machine Learning Methods
- Category: Applied Machine Learning
- Category: Data Preprocessing
- Category: Time Series Analysis and Forecasting
- Category: Artificial Neural Networks
- Category: Tensorflow
- Category: Convolutional Neural Networks
- Category: Forecasting
