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