Build your deep learning portfolio: Meditations with LSTM
In this deep learning tutorial I will teach you how to build an LSTM model, which generates text.
In this deep learning course I'm going to teach you to create an LSTM model for generating text using Keras with Tensorflow backend. I am using Marcus Aurelius Meditations as my source text, hence the name of the course. This course is best suited for students, who are already familiar with Python and want to build their deep learning portfolio.
- Deep learning students, who want to build their portfolio
Your Instructor
Hi! We are UpDegree, providing high quality interactive course.
We are the team of 100+ instructor over the globe. Adel (Oxford), Anand (Standford), Akash (IITB), Rajib (IITK), Partha (IITM) are few of them.
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Course Curriculum
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StartIntroduction (7:22)
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StartPHP Variables and Echo FunctionAnalyze the data (4:33)
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StartClean the data (7:29)
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StartPrepare the data (8:24)
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StartCreate the LSTM model (5:56)
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StartTrain the model (5:59)
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StartUse the model for predictions (3:28)
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StartCreate the Python module 1 (7:52)
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StartCreate the Python module 2 (1:33)
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StartCreate the Python module 3 (4:45)
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StartCreate the Python module 4 (11:57)
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StartCreate the Python module 5 (4:28)
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StartSetting up your local development environment A (4:05)
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StartSetting up your local development environment B (4:22)
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StartSetting up your local development environment C (14:49)
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StartSetting up deep learning environment on AWS A (3:42)
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StartSetting up deep learning environment on AWS B (3:00)
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StartSetting up deep learning environment on AWS C (9:02)