- Instructor: Elsa Nielsen
- Lectures: 11
- Students: 563
- Duration: 10 weeks
Theano is a Python library that lets you define mathematical expressions used in Machine Learning, optimize these expressions and evaluate those very efficiently by decisively using GPUs in critical areas. It can rival typical full C-implementations in most of the cases.
Audience
This course by Academy Europe is designed to help all those learners who are aiming to develop Deep Learning Projects.
Prerequisites
Before you proceed with this tutorial, prior exposure to Python, NumPy, Neural Networks, and Deep Learning is necessary.
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Theano - Introduction
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Lecture 2.1Theano – Introduction
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Theano - Installation
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Lecture 3.1Theano – Installation
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Theano - A Trivial Theano Expression
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Lecture 4.1Theano – A Trivial Theano Expression
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Theano - Expression for Matrix Multiplication
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Lecture 5.1Theano – Expression for Matrix Multiplication
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Theano - Computational Graph
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Lecture 6.1Theano – Computational Graph
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Theano - Data Types
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Lecture 7.1Theano – Data Types
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Theano - Variables
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Lecture 8.1Theano – Variables
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Theano - Functions
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Lecture 10.1Theano – Functions
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Theano - Trivial Training Example
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Lecture 11.1Theano – Trivial Training Example
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Theano - Conclusion
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Lecture 12.1Theano – Conclusion
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Reviews
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Pawankumar8881
Hello -
ANKIT MAURYA
this courses is very interesting and easily understanding
(5) Comments