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Geared for software architects and engineers, AI for Time Series Analysis and Forecasting is a three-day, hands-on course that addresses the need for smart software for time series analysis and forecasting.
PRIVATE
Course Access
Unlimited Duration
Last Updated
April 6, 2021
Students Enrolled
20
Total Reviews
Posted by
Certification
In this course you learn about:
Understanding Artificial Intelligence / AI Overview
· A brief history of AI
· Types of AI systems
· Training machine learning models
· Applying models for prediction
Time series processing and forecasting elements
· Traditional Time Series forecasting with ARIMA models
· Defining Autocorrelation
· Understanding the Dickey-Fuller Test
Forecasting with TensorFlow and Keras
· Google democratization of AI with TensorFlow
· Types of neural network (Perceptron, CNN, LSTM) and their use
· Forecasting with TensorFlow
· Using RNN and LSTM in time series prediction.
· Validation and metrics of Time Series Prediction models
Course Curriculum
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