Skip to main content
HomeArtificial IntelligenceDeep Learning
skill track

Deep Learning in Python

Discover deep learning and explore how this branch of machine learning is changing the world. Join the deep learning revolution today! If you’re familiar with traditional machine learning and want to begin your journey into deep learning, this is an ideal place to start. You’ll cover the use cases for deep learning and become familiar with the popular PyTorch framework for building deep learning models in Python. You’ll learn how to build models to solve a variety of real-world problems involving different data types. You’ll predict whether water is drinkable or not, predict electricity consumption from a time series dataset, classify different cloud types from photographs, and identify the language and characters used in handwritten text. You’ll explore advanced architectures and pre-trained models for other image tasks, including object recognition, image segmentation, and image generation. Finally, you’ll learn deep learning techniques for working with text data. You’ll process and encode text for modeling and explore the strengths of different architectures and pre-trained models for text classification and generation. You’ll also begin using one of the most exciting architectures around: the Transformers architecture, which underpins large language models like ChatGPT. By the time you’re finished, you’ll understand essential deep learning concepts and be able to apply them to a variety of different situations in Python.

PyTorchClock16hrsLearn4 coursesApply1 projectTrophyStatement of Accomplishment

Create Your Free Account

GoogleLinkedInFacebook

or

By continuing, you accept our Terms of Use, our Privacy Policy and that your data is stored in the USA.
GroupTraining 2 or more people?Try DataCamp For Business

Loved by learners at thousands of companies


1
Python
Introduction to Deep Learning with PyTorch

Learn the power of deep learning in PyTorch. Build your first neural network, adjust hyperparameters, and tackle classification and regression problems.

4 hours

Maham Khan Headshot

Maham Khan

Senior Data Scientist, YouView TV

Track statement of accomplishment
Sparkles AI ASSISTANTSign up to use the AI AssistantOur AI assistant is free to use for all registered users. Sign up or login to access the assistant and boost your learning experience.
Discover
For Business

GroupTraining 2 or more people?

Get your team access to the full DataCamp library, with centralized reporting, assignments, projects and more
Try DataCamp for BusinessFor a bespoke solution book a demo.

Instructors

  • Maham Khan Headshot
    Maham KhanSenior Data Scientist, YouView TVSee Maham Khan's Portfolio
  • Thomas Hossler Headshot
  • Michał Oleszak Headshot
  • Chris Harper Headshot

FAQs

Join over 13,860,000 learners and start Deep Learning in Python today!

Create Your Free Account

GoogleLinkedInFacebook

or

By continuing, you accept our Terms of Use, our Privacy Policy and that your data is stored in the USA.