inflearn logo
inflearn logo

Essential Tensorflow Mathematics You Must Know

Tensorflow uses a complex graph structure even for simple arithmetic. Why? Because Tensorflow needs derivatives when performing Gradient Descent. Graph structure is a means to easily derive those derivatives. I've mathematically explained why.

(4.0) 1 reviews

50 learners

Level Basic

Course period Unlimited

Tensorflow
Tensorflow
Tensorflow
Tensorflow
날개 달린 동전

Recommend Course to grow and earn commission!

날개 달린 동전

Marketing Partners

Recommend Course to grow and earn commission!

What you will gain after the course

  • You can learn derivative derivation.

  • Implement Gradient Descent in Python.

  • Learn gradient descent, a deep learning algorithm, via a mathematical approach.

Deep learning in Tensorflow is ultimately an algorithm that performs gradient descent.

What is gradient descent?

It is a process of finding the minimum value of a graph, roughly like the figure above.

This lecture explained gradient descent from a mathematical approach.
Explaining an algorithm without using mathematics may be convenient at first glance, but it is difficult to understand clearly.
Gradient descent explained with easy math.

* If you feel that the lecture is slow, we recommend listening at 1.25 or 1.5x speed.

Recommended for
these people

Who is this course right for?

  • Those wanting a mathematical approach to Machine Learning.

  • Tensorflow - Interested

Need to know before starting?

  • None.

Hello
This is kwangsung

5,133

Learners

123

Reviews

29

Answers

3.8

Rating

9

Courses

  • Current) Realmaker Lead Developer
  • Former) CCG Lead Developer
  • Former) VARDOT Software Engineer, Drupal Developer
  • Former) Lead Developer for Semiconductor Etching Simulation
More
Published: 
Last updated: 

Reviews

All

1 reviews

4.0

1 reviews

  • tylove09301951님의 프로필 이미지
    tylove09301951

    Reviews 4

    Average Rating 3.8

    4

    100% enrolled

    It's a little expensive compared to the class time ㅠㅠ

    kwangsung's other courses

    Check out other courses by the instructor!

    $22.00