Sequences, Time Series and Prediction
Completed by Artem Melnykov
February 18, 2025
21 hours (approximately)
Artem Melnykov'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: Machine Learning
- Category: Machine Learning Methods
- Category: Artificial Neural Networks
- Category: Tensorflow
- Category: Data Preprocessing
- Category: Time Series Analysis and Forecasting
- Category: Deep Learning
- Category: Convolutional Neural Networks
- Category: Forecasting
- Category: Predictive Modeling
- Category: Applied Machine Learning
