Sequences, Time Series and Prediction
Completed by Sara Mukherjee
March 1, 2025
21 hours (approximately)
Sara Mukherjee'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: Forecasting
- Category: Time Series Analysis and Forecasting
- Category: Tensorflow
- Category: Data Preprocessing
- Category: Artificial Neural Networks
- Category: Machine Learning
- Category: Recurrent Neural Networks (RNNs)
- Category: Applied Machine Learning
- Category: Predictive Modeling
- Category: Deep Learning
- Category: Machine Learning Methods
