Overview

Learn how to use, build, and train machine learning models with popular Python libraries. Implement neural networks using PyTorch. Gain practical experience with deep learning frameworks by applying your skills through hands-on projects.

Explore generative AI with Transformer neural networks, learn to build, train, and deploy them with PyTorch, and leverage pre-trained models for natural language processing tasks. Designed for individuals with basic programming experience, this programme in AI Programming with Python from Udacity prepares you for advanced studies in AI and machine learning, equipping you with the skills to begin a career in AI programming.

Nanodegree Skills

Introduction to Python for AI Programmers

Python data types • Control flow • Python operators • Python exception handling • Lambda expressions • Code debugging • Python function definition • List comprehension • Generators • Variable scope • Iterators • Built-in Python functions • Pip • File i/o • User input handling • Python data structures • Loops • Docstrings • Python scripting

Linear Algebra Essentials

NumPy • matplotlib • Vector visualization • Systems of linear equations • Linear algebra • Matrix multiplication

Calculus Essentials

Limits of functions • Gradient descent • Backpropagation • Integrals • Derivatives • Implicit differentiation • Chain rule application

Create Your Own Image Classifier

Training neural networks • Backpropagation • PyTorch • AI algorithms in Python • Gradient descent

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Programme Structure

Courses include:

Introduction to AI Programming

Beginner Python PCEP™ Certification Prep

Numpy, Pandas, Matplotlib

Neural Networks - AI Programming with Python

Programming Transformers with PyTorch

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Key information

Duration

Part-time
- 3 days

Start dates & application deadlines

You can apply for and start this programme anytime.

Language

English

Delivered

Online

Campus Location

Mountain View, United States

Disciplines

Artificial Intelligence Machine Learning View 276 other preparation 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

Prior to enrolling, you should have the following knowledge:

Elementary algebra

Linear algebra

Basic github

Basic calculus

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

Make sure you meet all requirements

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Tuition Fees

Tuition fees are shown in and the most likely applicable fee is shown based on your nationality.

International Applies to you

Applies to you

Non-residents

499 USD / full

≈ 499 USD / full
Out-of-State

499 USD / full

≈ 499 USD / full
Domestic

Applies to you

In-State

499 USD / full

≈ 499 USD / full

Additional Details

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 AI Programming with Python.

Available Scholarships

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

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About

Overview

Nanodegree Skills

Get more details

Programme Structure

Check out the full curriculum

Key information

Duration

Start dates & application deadlines

Language

Delivered

Campus Location

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 Fees

International Applies to you

Domestic

Additional Details

Funding

Scholarships Information

Available Scholarships

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