Overview

Skills you'll learn in the Deep Learning program at Udacity

Introduction to Deep Learning

Model performance metrics • Perceptron • Neural networks • Deep learning • PyTorch • Gradient descent • Overfitting prevention • scikit-learn • Advanced probability • Training neural networks • Deep learning tools

Convolutional Neural Networks

Image pre-processing • Image segmentation • Neural network initialization • Bounding boxes • Semantic image segmentation • Convolutional kernels • Training neural networks • U-net • Convolutional neural networks • Autoencoders • Image classification • Transfer learning • Model training • Object detection • PyTorch

RNNs and Transformers

Training neural networks • Backpropagation • NLP transformers • Hyperparameter tuning • Gpt3 • Recurrent neural networks • Bert • Long-short term memory networks • Neural networks • Word2vec

Building Generative Adversarial Networks

Generative adversarial networks • Model evaluation • Deep learning techniques • Markov games • Deep learning model optimization • Hyperparameter tuning • Cyclegan • Image generation

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Programme Structure

Courses include:

Deep Learning

Convolutional Neural Networks

RNNs and Transformers

Building Generative Adversarial Networks

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Key information

Duration

Part-time
- 3 months
- Flexible

Start dates & application deadlines

You can apply for and start this programme anytime.

Language

English

Delivered

Online

Disciplines

Artificial Intelligence Machine Learning View 323 other programmes in Machine Learning in United States

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Academic requirements

We are not aware of any specific GRE, GMAT or GPA grading score requirements for this programme.

English requirements

We are not aware of any English requirements for this programme.

Other requirements

General requirements

To optimize your success in this program, we've created a list of prerequisites and recommendations to help you prepare for the curriculum. Prior to enrolling, you should have the following knowledge:

Python proficiency
Pandas
Matrix multiplication
Intermediate Python
Linear algebra
Fully convolutional neural networks
Basic calculus
NumPy
matplotlib
Deep learning fluency
Basic probability
Variational autoencoders
Feedforward neural networks
Jupyter notebooks
Neural network basics

You will also need to be able to communicate fluently and professionally in written and spoken English.

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Tuition Fee

To always see correct tuition fees

International

249 USD/module

Tuition Fee

Based on the tuition of 249 USD per module during 3 months.
National

249 USD/module

Tuition Fee

Based on the tuition of 249 USD per module during 3 months.
In-State

249 USD/module

Tuition Fee

Based on the tuition of 249 USD per module during 3 months.

249$ - Monthly Subscription - Unlimited access to all Udacity programs, skills and projects

Funding

Win a €10000 Scholarship! Deadline: 30 June 2020

Embark on your journey with the Studyportals Scholarship! We're giving away a total of 20,000 euros to help you achieve your dream of studying abroad.

Win a €10000 Scholarship! Deadline: 30 June 2020

Embark on your journey with the Studyportals Scholarship! We're giving away a total of 20,000 euros to help you achieve your dream of studying abroad.

In order for us to give you accurate scholarship information, we ask that you please confirm a few details and create an account with us.

Scholarships Information

Below you will find Master's scholarship opportunities for Deep Learning.

Available Scholarships

You are eligible to apply for these scholarships but a selection process will still be applied by the provider.

About

Overview

Skills you'll learn in the Deep Learning program at Udacity

Get more details

Programme Structure

Check out the full curriculum

Key information

Duration

Start dates & application deadlines

Language

Delivered

Disciplines

Explore more key information

What students do after studying

Academic requirements

English requirements

Other requirements

General requirements

Make sure you meet all requirements

Tuition Fee

International

National

In-State

Funding

Scholarships Information

Available Scholarships

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