Sequences, Time Series and Prediction
Completed by Panav Trivedi
March 31, 2025
21 hours (approximately)
Panav Trivedi'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: Recurrent Neural Networks (RNNs)
- Category: Deep Learning
- Category: Machine Learning
- Category: Convolutional Neural Networks
- Category: Artificial Neural Networks
- Category: Tensorflow
- Category: Data Preprocessing
- Category: Time Series Analysis and Forecasting
- Category: Forecasting
- Category: Predictive Modeling
- Category: Applied Machine Learning
- Category: Machine Learning Methods
