Sequences, Time Series and Prediction
Completed by Tianheng Feng
February 9, 2025
21 hours (approximately)
Tianheng Feng'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: Data Preprocessing
- Category: Recurrent Neural Networks (RNNs)
- Category: Machine Learning
- Category: Deep Learning
- Category: Applied Machine Learning
- Category: Artificial Neural Networks
- Category: Tensorflow
- Category: Forecasting
- Category: Predictive Modeling
- Category: Convolutional Neural Networks
- Category: Time Series Analysis and Forecasting
