DeepLearning.AI
Deep Learning Specialization
DeepLearning.AI

Deep Learning Specialization

Become a Machine Learning expert. Master the fundamentals of deep learning and break into AI. Recently updated with cutting-edge techniques!

Taught in English

Some content may not be translated

Andrew Ng
Younes Bensouda Mourri
Kian Katanforoosh

Instructors: Andrew Ng

Top Instructor

863,194 already enrolled

Specialization - 5 course series

Get in-depth knowledge of a subject

4.9

(133,674 reviews)

Intermediate level

Recommended experience

3 months at 10 hours a week
Flexible schedule
Learn at your own pace
Earn degree credit

What you'll learn

  • Build and train deep neural networks, identify key architecture parameters, implement vectorized neural networks and deep learning to applications

  • Train test sets, analyze variance for DL applications, use standard techniques and optimization algorithms, and build neural networks in TensorFlow

  • Build a CNN and apply it to detection and recognition tasks, use neural style transfer to generate art, and apply algorithms to image and video data

  • Build and train RNNs, work with NLP and Word Embeddings, and use HuggingFace tokenizers and transformer models to perform NER and Question Answering

Details to know

Shareable certificate

Add to your LinkedIn profile

Specialization - 5 course series

Get in-depth knowledge of a subject

4.9

(133,674 reviews)

Intermediate level

Recommended experience

3 months at 10 hours a week
Flexible schedule
Learn at your own pace
Earn degree credit

See how employees at top companies are mastering in-demand skills

Placeholder

Advance your subject-matter expertise

  • Learn in-demand skills from university and industry experts
  • Master a subject or tool with hands-on projects
  • Develop a deep understanding of key concepts
  • Earn a career certificate from DeepLearning.AI
Placeholder
Placeholder

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV

Share it on social media and in your performance review

Placeholder

Specialization - 5 course series

Neural Networks and Deep Learning

Course 124 hours4.9 (121,355 ratings)

What you'll learn

Skills you'll gain

Category: Tensorflow
Category: Deep Learning
Category: hyperparameter tuning
Category: Mathematical Optimization

What you'll learn

Skills you'll gain

Category: Gated Recurrent Unit (GRU)
Category: Recurrent Neural Network
Category: Natural Language Processing
Category: Long Short Term Memory (LSTM)
Category: Attention Models

Structuring Machine Learning Projects

Course 36 hours4.8 (49,768 ratings)

What you'll learn

Skills you'll gain

Category: Artificial Neural Network
Category: Backpropagation
Category: Python Programming
Category: Deep Learning
Category: Neural Network Architecture

Convolutional Neural Networks

Course 435 hours4.9 (42,180 ratings)

What you'll learn

Skills you'll gain

Category: Decision-Making
Category: Machine Learning
Category: Deep Learning
Category: Inductive Transfer
Category: Multi-Task Learning

Sequence Models

Course 537 hours4.8 (30,036 ratings)

What you'll learn

Skills you'll gain

Category: Facial Recognition System
Category: Tensorflow
Category: Convolutional Neural Network
Category: Deep Learning
Category: Object Detection and Segmentation

Instructors

Andrew Ng

Top Instructor

DeepLearning.AI
45 Courses7,463,003 learners
Younes Bensouda Mourri

Top Instructor

DeepLearning.AI
23 Courses1,495,269 learners

Offered by

DeepLearning.AI

Get a head start on your degree

When you complete this Specialization, you can earn college credit if you are admitted and enroll in one of the following online degree programs.¹

Placeholder

Degree credit eligible

This Specialization has ACE® recommendation. It is eligible for college credit at participating U.S. colleges and universities. Note: The decision to accept specific credit recommendations is up to each institution.

Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

New to Machine Learning? Start here.

Placeholder

Open new doors with Coursera Plus

Unlimited access to 7,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Frequently asked questions