Build Your Own AI Lab (Video Course)

Description

3 hours of video training

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.

Related learning:

• Sign up for Build Your Own AI Lab by Omar Santos: https://learning.oreilly.com/search/?q=Build%20Your%20Own%20AI%20Lab%20santos&type=live-course&rows=100&publishers=Pearson
• Sign up for more live training classes by Omar Santos: https://learning.oreilly.com/search/?q=omar%20santos&type=live-course&rows=100&publishers=Pearson

Skill Level:

• Intermediate

Course requirement:

• Linux or Windows computer equipped with a web browser and internet access

About Pearson Video Training:

Pearson publishes expert-led video tutorials covering a wide selection of technology topics designed to teach you the skills you need to succeed. These professional and personal technology videos feature world-leading author instructors published by your trusted technology brands: Addison-Wesley, Cisco Press, Pearson IT Certification, Sams, and Que. Topics include: IT Certification, Network Security, Cisco Technology, Programming, Web Development, Mobile Development, and more. Learn more about Pearson Video training at http://www.informit.com/video.

Sample Content

Table of Contents

Lesson 1 Introduction to AI Labs and Sandboxes

Lesson 2 Cloud-Based AI Labs and Sandboxes

Lesson 3 Integrating and Leveraging AI Environments

Lesson 4 Advanced Topics

Updates

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