In this course, instructor Omar Santos shows you how to create powerful and secure AI research environments. Explore both home-based and cloud-based AI labs, from hardware and software setup to security best practices, cost management, and scalability. Learn how to integrate and leverage the strengths of both environments, ensuring they have the flexibility to meet diverse research needs. Omar demonstrates how to run open-source models that can be accessed from Hugging Face, such as Llama 3, Phi 3, Mistral, Gemma, and more. Along the way, learn how to use Ollama to run these models easily from home. An ideal fit for data scientists and AI practitioners, or AI enthusiasts who want to learn more, this course covers cutting-edge AI tools such as Amazon Bedrock, Amazon SageMaker, Google Vertex AI, and Microsoft Azure Cognitive Services.
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