Sequences, Time Series and Prediction
Completed by Piotr Marciniak
February 20, 2025
21 hours (approximately)
Piotr Marciniak'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: Predictive Modeling
- Category: Applied Machine Learning
- Category: Artificial Neural Networks
- Category: Tensorflow
- Category: Data Preprocessing
- Category: Time Series Analysis and Forecasting
- Category: Convolutional Neural Networks
- Category: Forecasting
- Category: Machine Learning
- Category: Deep Learning
- Category: Recurrent Neural Networks (RNNs)
- Category: Machine Learning Methods
