PyTorch 1.0 vs TensorFlow 2.0

Chris and Daniel are back together in another news/updates show. They discuss PyTorch v1.0, some disturbing uses of AI for tracking social credit, and learning resources to get you started with machine learning.

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Featuring:

• Chris Benson – Website, GitHub, LinkedIn, X
• Daniel Whitenack – Website, GitHub, X

Show Notes:

News from Daniel:

• Introducing PyTorch across Google cloud
• VentureBeat article about PyTorch v1.0
• Google’s general recommended practices for AI
• Deep learning made easier with transfer learning
• Decision tree visualization
• Anatomy of an AI system
• It’s hacktoberfest!
• Conference calls:
  • AMLD
  • O’Reilly AI NY
  • CPVR

News from Chris:

• TensorFlow RoadMap, TensorFlow 2
• Leave No Dark Corner
• The 5 Steps To Build A Business’s Deep Learning Workflow
• The Pentagon is investing $2 billion into artificial intelligence
• Google Dataset Search
• What do you get when you mix sugar water, 3D printing and deep learning?

Learning resources:

• Udacity Machine Learning Course by GA Tech
• Machine learning cheat sheets

Something missing or broken? PRs welcome!

Creators and Guests

Host

Chris Benson

Host

Daniel Whitenack

What is Practical AI?

Making artificial intelligence practical, productive & accessible to everyone. Practical AI is a show in which technology professionals, business people, students, enthusiasts, and expert guests engage in lively discussions about Artificial Intelligence and related topics (Machine Learning, Deep Learning, Neural Networks, GANs, MLOps, AIOps, LLMs & more).

The focus is on productive implementations and real-world scenarios that are accessible to everyone. If you want to keep up with the latest advances in AI, while keeping one foot in the real world, then this is the show for you!