Ng’s deepLearning course (deeplearning.ai) is widely recognized as an introduction to deepLearning. All questions have been translated, suitable for students who are not good at English.

Translator: Huang Haiguang

Content of the screenshots

Test list

Neural Networks and Deep Learning

  • Week 1 Quiz-Introduction to Deep Learning
  • Week 2 quiz-Neural Network Basics
  • Week 3 Quiz-Shallow Neural Networks
  • Week 4 Quizs-Key Concepts on Deep Neural Networks

In the second course, Optimization and Optimization of Deep Neural Networks: Tuning, Regularization and Optimization Hyperparametric debugging, regularization, and optimization) 19

  • Week 1 Quiz – Practical Aspects of Deep Learning
  • Week 2 Quiz – Optimization Algorithms
  • Week 3 Quiz-HyperParameter Tuning, Batch Normalization, Programming Frameworks

Structuring Machine Learning Projects

  • Week 1 Bird Recognition in the City of Peacetopia (Case Study)
  • Week 2 Autonomous Driving (Case Study)(Case Study)

Convolutional Neural Networks

  • Week 1 Quiz – The Basics of ConvNets
  • Week 2 Quiz-deep convolutional Models: Case Studies)
  • Week 3 Quiz: Detection Algorithms
  • Week 4 Quiz: Face Recognition & Neural Style Transfer

Lesson5 Sequence Models

  • Quiz: Recurrent Neural Networks(Week 1 Quiz: Recurrent Neural Networks)
  • Quiz: Natural Language Processing and Word Embeddings Week 2 Quiz: Natural Language Processing and Word Embeddings
  • Week 3 Quiz: Sequence Models and Attention Mechanism

Document describing

There are 76 pages of test questions, and it is recommended to read them together with deep learning notes for better learning results.

There are two files:

Deep Learning Assignment – blank. PDF Deep Learning Assignment – completed. PDF

Reply to “Deep Learning Tests” you can download a PDF version of the questions.

reference

[1] Andrew Ng deep Learning Course:

www.deeplearning.ai

[2] Deep Learning Course Resources: \

Github.com/fengdu78/de…

Note: the menu of the official account includes an AI cheat sheet, which is very suitable for learning on the commute.

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