
Ứng dụng web được tạo bằng React Hook
kwangsung
React là framework front-end hiện đại phổ biến nhất nhưng rất khó học. Hook được ra đời để giải quyết vấn đề này. Bài giảng này sẽ giúp bạn dễ dàng học React bằng hook.
초급
React, Web Application
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.
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.
Who is this course right for?
Those wanting a mathematical approach to Machine Learning.
Tensorflow - Interested
Need to know before starting?
None.
5,038
Learners
117
Reviews
29
Answers
3.8
Rating
9
Courses
All
14 lectures ∙ (1hr 44min)
All
1 reviews
$22.00
Check out other courses by the instructor!