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Building Deep Learning Solutions with PyTorch

  • Number of Courses10 courses
  • Duration25 hours
  • Skill IQ available Skill IQ

PyTorch is an open-source machine learning and deep learning library developed at Facebook for the Python programming language. This skill teaches you how to apply and deploy PyTorch to address common problem domains, such as image classification, style transfer, natural language processing, and predictive analytics.

Courses in this path

Beginner

Build your first PyTorch project, learning the underlying concepts behind the library and how it operates, and apply your knowledge in the Cloud.

Foundations of PyTorch

  • by Janani Ravi
  • 2h 51m Duration
  •  (78)

Building Your First PyTorch Solution

  • by Janani Ravi
  • 2h 25m Duration
  •  (38)

Using PyTorch in the Cloud: PyTorch Playbook

  • by Janani Ravi
  • 2h 21m Duration

Intermediate

Apply PyTorch to common deep learning problem domains.

Building Deep Learning Models Using PyTorch

  • by Janani Ravi
  • 3h 18m Duration
  •  (46)

Image Classification with PyTorch

  • by Janani Ravi
  • 3h 5m Duration
  •  (26)

Style Transfer with PyTorch

  • by Janani Ravi
  • 1h 50m Duration

Natural Language Processing with PyTorch

  • by Janani Ravi
  • 2h 58m Duration
  •  (26)

Advanced

Use PyTorch to create predictive analytics models, apply transfer learning techniques, and deploy and monitor your models in production.

Expediting Deep Learning with Transfer Learning: PyTorch Playbook

  • by Janani Ravi
  • 1h 46m Duration

Predictive Analytics with PyTorch

  • by Janani Ravi
  • 2h 31m Duration

Deploying PyTorch Models in Production: PyTorch Playbook

  • by Janani Ravi
  • 2h 13m Duration

Learn with the best

Janani Ravi
Janani Ravi
Janani has a Masters degree from Stanford and worked for 7+ years at Google. She was one of the original engineers on Google Docs and holds 4 patents for its real-time collaborative editing framework. After spending years working in tech in the Bay Area, New York, and Singapore at companies such as Microsoft, Google, and Flipkart, Janani finally decided to combine her love for technology with her passion for teaching. She is now the co-founder of Loonycorn, a content studio focused on providing ... more

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