Theano in Python

Academy Europe - Courses - Theano in Python
  • Instructor: Elsa Nielsen
  • Lectures: 11
  • Students: 651
  • Duration: 10 weeks
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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.

  • Theano - Introduction 0/1

    • Lecture 1.1
      Theano – Introduction

  • Theano - Installation 0/1

    • Lecture 2.1
      Theano – Installation

  • Theano - A Trivial Theano Expression 0/1

    • Lecture 3.1
      Theano – A Trivial Theano Expression

  • Theano - Expression for Matrix Multiplication 0/1

    • Lecture 4.1
      Theano – Expression for Matrix Multiplication

  • Theano - Computational Graph 0/1

    • Lecture 5.1
      Theano – Computational Graph

  • Theano - Data Types 0/1

    • Lecture 6.1
      Theano – Data Types

  • Theano - Variables 0/1

    • Lecture 7.1
      Theano – Variables

  • Theano - Shared Variables 0/1

    • Lecture 8.1
      Theano – Shared Variables

  • Theano - Functions 0/1

    • Lecture 9.1
      Theano – Functions

  • Theano - Trivial Training Example 0/1

    • Lecture 10.1
      Theano – Trivial Training Example

  • Theano - Conclusion 0/1

    • Lecture 11.1
      Theano – Conclusion
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Elsa Nielsen
Elsa Nielsen is an artificial intelligence instructor and course content presenter at Academy Europe. She is an expert in instructional design and teaching. She supplements her knowledge in E-learning and Educational Technology by using AI and TTS elements.

Price

Free

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