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Linear Algebra 101 for AI/ML
Learn the linear algebra you need to know to get started in AI/ML
With the benefit of hindsight, I know now that you don't need to spend 6+ months or even 6 weeks brushing up on linear algebra to dive into AI. PyTorch is widely used throughout academia and industry for cutting edge AI research and production grade software at institutions and companies such as OpenAI, Amazon, Meta, Salesforce, Stanford University, and thousands of startups, so it'll be practical to build up experience with the framework. We'll cover those operations and apply them to neural networks and other machine learning concepts in the next part of this Linear Algebra 101 series.
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