Build Your Own AI Lab (Video Course)

Build Your Own AI Lab (Video Course)

English | MP4 | AVC 1280×720 | AAC 44KHz 2ch | 3h 18m | 666 MB

Build Your Own AI Lab (Video Course): Set up your own AI lab and infrastructure at home.

• Hands-on guide to home and cloud-based AI labs and infrastructure
• Learn to set up and optimize labs to research and experiment in a secure environment
• Focused training on open-source large language models (LLMs) and generative AI

Build Your Own AI Lab covers how to create powerful and secure AI research environments. The course covers both home-based and cloud-based AI labs, offering comprehensive guidance on hardware and software setup, security best practices, cost management, and scalability. Key topics covered are how to run open-source models that can be accessed at Hugging Face, such as Llama 3, Phi 3, Mistral, Gemma, and other models; how to integrate and leverage the strengths of both environments, ensuring they have the flexibility to meet diverse research needs; and how to use Ollama to run these models easily in your home. It is an all-rounded resource with overview on Amazon Bedrock, Amazon SageMaker, Google Vertex AI, Microsoft Azure Cognitive Services, and high-performance computing and edge AI.