Professional CertificateIntermediate5 Course Modules

Deep Learning Specialization

Instructors: Andrew Ng

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Deep Learning Specialization

Intermediate

5 Courses

194 Video Lessons

64 Reading Lessons

1 Practice

26 Graded Assignments

Instructor: Andrew Ng

DeepLearning.AI

DeepLearning.AI

You might be wondering if this is the right program for you, worried that you don’t have the time, or afraid that you won’t be able to keep up?

We understand that it can be daunting to start something new.

The Deep Learning Specialization

  • Has clear, concise modules that allow for self-paced learning.

  • Introduces practical techniques to help you get started on your AI projects and develop an industry portfolio.

  • Has a 1 million-strong learner community that will support and guide you.

  • Breaks down foundational concepts into easy-to-understand lectures and engaging assignments.

  • Is up-to-date with the leading-edge in machine learning.

  • Is rated 4.9 out of 5 by 120K+ learners and is among the most popular data science programs on Coursera

Learner Reviews

Don’t Let the Machine Learning Revolution Pass You By

#BeADeepLearner with the
Deep Learning Specialization.

Instructor

Andrew Ng

Andrew Ng

Founder, DeepLearning.AI; Co-founder, Coursera

Skills you will gain

Tensorflow
Artificial Neural Networks
Convolutional Neural Networks
Recurrent Neural Networks
Transformers
Python Programming
Deep Learning
Backpropagation
Optimization
Hyperparameter Tuning
Machine Learning
Transfer Learning
Multi-Task Learning
Object Detection and Segmentation
Facial Recognition System
Gated Recurrent Unit (GRU)
Long Short Term Memory (LSTM)
Attention Models
Natural Language Processing

Course Slides

You can download the annotated version of the course slides below.

*Note: The slides might not reflect the latest course video slides. Please refer to the lecture videos for the most up-to-date information. We encourage you to make your own notes.

Frequently Asked Questions

What Learners Are Saying

Course Outline

45 Video Lessons • 15 Reading Lessons • 5 Graded Assignments

Welcome

Video • 5 mins

What is a Neural Network?

Video • 7 mins

Supervised Learning with Neural Networks

Video • 8 mins

Why is Deep Learning taking off?

Video • 10 mins

About this Course

Video • 2 mins

Frequently Asked Questions

Reading • 10 mins

Lecture Notes W1

Reading • 1 min

Introduction to Deep Learning

Graded・Quiz • 50 mins

Geoffrey Hinton Interview

Video • 40 mins

Deep Learning Specialization

Intermediate

5 Courses

194 Video Lessons

64 Reading Lessons

1 Practice

26 Graded Assignments

Instructor: Andrew Ng

DeepLearning.AI

DeepLearning.AI

Enroll for Free

Also available on Coursera