In the first course of the Deep Learning Specialization, you will study the foundational concept of neural networks and deep learning.
Neural Networks and Deep Learning
This course is part of Deep Learning Specialization
Instructors: Andrew Ng
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Sponsored by Coursera Learning Team
1,389,844 already enrolled
(122,385 reviews)
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Skills you'll gain
- Artificial Neural Networks
- NumPy
- Computer Programming
- Python Programming
- Machine Learning
- Applied Machine Learning
- Machine Learning Methods
- Statistical Machine Learning
- Deep Learning
- Computer Science
- Artificial Intelligence
- Artificial Intelligence and Machine Learning (AI/ML)
- Machine Learning Algorithms
- Supervised Learning
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There are 4 modules in this course
Analyze the major trends driving the rise of deep learning, and give examples of where and how it is applied today.
What's included
6 videos3 readings1 assignment1 app item
Set up a machine learning problem with a neural network mindset and use vectorization to speed up your models.
What's included
19 videos5 readings1 assignment2 programming assignments
Build a neural network with one hidden layer, using forward propagation and backpropagation.
What's included
12 videos1 reading1 assignment1 programming assignment
Analyze the key computations underlying deep learning, then use them to build and train deep neural networks for computer vision tasks.
What's included
8 videos7 readings1 assignment2 programming assignments
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Reviewed on Jul 7, 2021
Very informative course by Andrew Ng and team.Teaches everything from the basics and helps you understand difficult topics (as i thought before taking this course) such as Deep Neural Networks easily.
Reviewed on Jul 2, 2020
Excellent course !!!
Reviewed on Jun 13, 2021
Andrew Ng is one of the best teachers out there to learn NNs and DL. His deep insight into the math of the subject gives us motivation to learn more, amazing course to learn the basics of the subject.
Recommended if you're interested in Data Science
DeepLearning.AI
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University of Colorado Boulder
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