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!

Andrew Ng
Younes Bensouda Mourri
Kian Katanforoosh

Instructors: Andrew Ng

Top Instructor

879,559 already enrolled

Get in-depth knowledge of a subject
4.9

(134,127 reviews)

Intermediate level

Recommended experience

Flexible schedule
3 months, 10 hours a week
Learn at your own pace
Build toward a degree
Get in-depth knowledge of a subject
4.9

(134,127 reviews)

Intermediate level

Recommended experience

Flexible schedule
3 months, 10 hours a week
Learn at your own pace
Build toward a degree

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

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Taught in English

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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
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Specialization - 5 course series

Neural Networks and Deep Learning

Course 124 hours4.9 (121,644 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 (49,809 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 (42,232 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 (30,203 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 Courses7,718,432 learners
Younes Bensouda Mourri

Top Instructor

DeepLearning.AI
23 Courses1,527,808 learners

Offered by

DeepLearning.AI

Build toward a degree

When you complete this Specialization, you may be able to have your learning recognized for credit if you are admitted and enroll in one of the following online degree programs.¹

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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.

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Frequently asked questions