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

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Andrew Ng
Younes Bensouda Mourri
Kian Katanforoosh

Instructors: Andrew Ng

Top Instructor

834,160 already enrolled

Specialization - 5 course series

Get in-depth knowledge of a subject

4.9

(132,658 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

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Specialization - 5 course series

Get in-depth knowledge of a subject

4.9

(132,658 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

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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 (120,679 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 (49,594 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 (41,988 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 (29,813 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
42 Courses7,045,234 learners
Younes Bensouda Mourri

Top Instructor

DeepLearning.AI
23 Courses1,438,828 learners

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DeepLearning.AI

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