In the first course of the Deep Learning Specialization, you will study the foundational concept of neural networks and deep learning.
提供:


このコースについて
受講生の就業成果
13%
13%
- Intermediate Python skills: basic programming, understanding of for loops, if/else statements, data structures
- A basic grasp of linear algebra & ML
習得するスキル
- Deep Learning
- Artificial Neural Network
- Backpropagation
- Python Programming
- Neural Network Architecture
受講生の就業成果
13%
13%
- Intermediate Python skills: basic programming, understanding of for loops, if/else statements, data structures
- A basic grasp of linear algebra & ML
提供:

deeplearning.ai
DeepLearning.AI is an education technology company that develops a global community of AI talent.
シラバス - 本コースの学習内容
Introduction to Deep Learning
Analyze the major trends driving the rise of deep learning, and give examples of where and how it is applied today.
Neural Networks Basics
Set up a machine learning problem with a neural network mindset and use vectorization to speed up your models.
Shallow Neural Networks
Build a neural network with one hidden layer, using forward propagation and backpropagation.
Deep Neural Networks
Analyze the key computations underlying deep learning, then use them to build and train deep neural networks for computer vision tasks.
レビュー
- 5 stars89.69%
- 4 stars9.25%
- 3 stars0.81%
- 2 stars0.11%
- 1 star0.12%
ニューラルネットワークとディープラーニング からの人気レビュー
Its a great course, but I wish things like multiclass classification and regression were also included, also I think there should be more emphasis on different cost functions and their properties etc.
It's really quite an amazing course where we get to learn the mathematics behind the Neural Networks. It is great to learn such core basics which will help us further in developing our own algorithms.
Excellent course !!! The flow is perfect and is very easy to understand and follow the course\n\nI loved the simplicity with which Andrew explained the concepts. Great contribution to the community
Extremely helpful review of the basics, rooted in mathematics, but not overly cumbersome. Very clear, and example coding exercises greatly improved my understanding of the importance of vectorization.
ディープラーニング専門講座について
The Deep Learning Specialization is a foundational program that will help you understand the capabilities, challenges, and consequences of deep learning and prepare you to participate in the development of leading-edge AI technology.

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