Artificial Intelligence #6 : LSTM Neural Networks with Keras

Artificial Intelligence #6 : LSTM Neural Networks with Keras

Do you like to learn how to forecast economic time series like stock price or indexes with high accuracy?

Do you like to know how to predict weather data like temperature and wind speed with a few lines of codes?

If you say Yes so read more ...

Artificial neural networks (ANNs) or connectionist systems are computing systems vaguely inspired by the biological neural networks that constitute animal brains. Such systems "learn" to perform tasks by considering examples, generally without being programmed with any task-specific rules.  

A recurrent neural network (RNN) is a class of artificial neural network where connections between nodes form a directed graph along a sequence. This allows it to exhibit temporal dynamic behavior for a time sequence. Unlike feedforward neural networks, RNNs can use their internal state (memory) to process sequences of inputs.

In this course you learn how to build RNN and LSTM network in python and keras environment. I start with basic examples and move forward to more difficult examples.

In the 1st section you'll learn how to use python and Keras to forecast google stock price .  

In the 2nd section you'll know how to use python and Keras to predict NASDAQ Index precisely.

In the 3rd section you'll learn how to use python and Keras to forecast New York temperature with low error. 

In the 4th section you'll know how to use python and Keras to predict New York Wind speed accurately.

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Important information before you enroll:

• In case you find the course useless for your career, don't forget you are covered by a 30 day money back guarantee, full refund, no questions asked!

• Once enrolled, you have unlimited, lifetime access to the course!

• You will have instant and free access to any updates I'll add to the course.

• You will give you my full support regarding any issues or suggestions related to the course.

• Check out the curriculum and FREE PREVIEW lectures for a quick insight.

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I can't wait to see you in the course!

Best Regrads,

Sobhan

Learn how to create Recurrent Neural Network and LSTMs by using Keras Libraries and Python

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What you will learn

• You'll know how recurrent neural networks work.
• You'll know how to make simple neural network in Keras environment.
• You'll learn how to create LSTM networks using python and Keras

Rating: 2.6

Level: All Levels

Duration: 2 hours

Instructor: Sobhan N.