About this Course

Shareable Certificate
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100% online
Start instantly and learn at your own schedule.
Flexible deadlines
Reset deadlines in accordance to your schedule.
Intermediate Level
  • Basic calculus, linear algebra, stats
  • Knowledge of AI, deep learning
  • Experience with Python, TF/Keras/PyTorch framework, decorator, context manager
Approx. 24 hours to complete
English

Skills you will gain

SalienceImage SegmentationModel InterpretabilityClass Activation MapsTensorFlow Object Detection API
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
Reset deadlines in accordance to your schedule.
Intermediate Level
  • Basic calculus, linear algebra, stats
  • Knowledge of AI, deep learning
  • Experience with Python, TF/Keras/PyTorch framework, decorator, context manager
Approx. 24 hours to complete
English

Offered by

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DeepLearning.AI

Syllabus - What you will learn from this course

Week
1

Week 1

6 hours to complete

Introduction to Computer Vision

6 hours to complete
10 videos (Total 41 min), 2 readings, 2 quizzes
Week
2

Week 2

6 hours to complete

Object Detection

6 hours to complete
12 videos (Total 45 min), 7 readings, 2 quizzes
Week
3

Week 3

6 hours to complete

Image Segmentation

6 hours to complete
11 videos (Total 45 min), 3 readings, 2 quizzes
Week
4

Week 4

7 hours to complete

Visualization and Interpretability

7 hours to complete
6 videos (Total 30 min), 4 readings, 2 quizzes

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About the TensorFlow: Advanced Techniques Specialization

TensorFlow: Advanced Techniques

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