Sequences, Time Series and Prediction
Completed by Natalie Grefenstette
September 9, 2024
21 hours (approximately)
Natalie Grefenstette'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: Deep Learning
- Category: Predictive Modeling
- Category: Applied Machine Learning
- Category: Machine Learning
- Category: Artificial Neural Networks
- Category: Tensorflow
- Category: Data Preprocessing
- Category: Time Series Analysis and Forecasting
- Category: Convolutional Neural Networks
- Category: Recurrent Neural Networks (RNNs)
- Category: Forecasting
- Category: Machine Learning Methods