17 OCT 2024 - Welcome Back to TorrentFunk! Get your pirate hat back out. Streaming is dying and torrents are the new trend. Account Registration works again and so do Torrent Uploads. We invite you all to start uploading torrents again!
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
VISITOR COMMENTS (0 )
FILE LIST
Filename
Size
~Get Your Files Here !/Bonus Resources.txt
70 B
~Get Your Files Here !/Introduction/001. Build Your Own AI Lab Introduction.mp4
12.3 MB
~Get Your Files Here !/Lesson 1 Introduction to AI Labs and Sandboxes/001. Learning objectives.mp4
9.4 MB
~Get Your Files Here !/Lesson 1 Introduction to AI Labs and Sandboxes/002. 1.1 Overview of AI Labs and Sandboxes Home-based vs. Cloud-based.mp4
20.1 MB
~Get Your Files Here !/Lesson 1 Introduction to AI Labs and Sandboxes/003. 1.2 Choosing the Right Hardware (GPUs, CPUs, Memory, etc.).mp4
50.3 MB
~Get Your Files Here !/Lesson 1 Introduction to AI Labs and Sandboxes/004. 1.3 Building or Buying Pre-built Systems.mp4
15.2 MB
~Get Your Files Here !/Lesson 1 Introduction to AI Labs and Sandboxes/005. 1.4 Choosing the Operating Systems (Linux, Windows, macOS).mp4
16.6 MB
~Get Your Files Here !/Lesson 1 Introduction to AI Labs and Sandboxes/006. 1.5 Surveying Essential Software (Python, Anaconda, Jupyter Notebooks, and Other Frameworks).mp4
18.9 MB
~Get Your Files Here !/Lesson 1 Introduction to AI Labs and Sandboxes/007. 1.6 Introducing Hugging Face.mp4
13.9 MB
~Get Your Files Here !/Lesson 1 Introduction to AI Labs and Sandboxes/008. 1.7 Introducing Ollama.mp4
12.2 MB
~Get Your Files Here !/Lesson 1 Introduction to AI Labs and Sandboxes/009. 1.8 Installing Ollama.mp4
16.5 MB
~Get Your Files Here !/Lesson 1 Introduction to AI Labs and Sandboxes/010. 1.9 Ollama Integrations.mp4
46.9 MB
~Get Your Files Here !/Lesson 1 Introduction to AI Labs and Sandboxes/011. 1.10 Exploring the Ollama REST API.mp4
12.7 MB
~Get Your Files Here !/Lesson 1 Introduction to AI Labs and Sandboxes/012. 1.11 Introducing Retrieval Augmented Generation (RAG).mp4
13.9 MB
~Get Your Files Here !/Lesson 1 Introduction to AI Labs and Sandboxes/013. 1.12 Leveraging RAGFlow.mp4
40.6 MB
~Get Your Files Here !/Lesson 2 Cloud-Based AI Labs and Sandboxes/001. Learning objectives.mp4
3.8 MB
~Get Your Files Here !/Lesson 2 Cloud-Based AI Labs and Sandboxes/002. 2.1 Advantages and Disadvantages of Cloud AI Labs and Sandboxes.mp4
19.1 MB
~Get Your Files Here !/Lesson 2 Cloud-Based AI Labs and Sandboxes/003. 2.2 Introducing Amazon Bedrock.mp4
21 MB
~Get Your Files Here !/Lesson 2 Cloud-Based AI Labs and Sandboxes/004. 2.3 Surveying Amazon SageMaker.mp4
36.2 MB
~Get Your Files Here !/Lesson 2 Cloud-Based AI Labs and Sandboxes/005. 2.4 Exploring Google Vertex AI.mp4
43.3 MB
~Get Your Files Here !/Lesson 2 Cloud-Based AI Labs and Sandboxes/006. 2.5 Using Microsoft Azure AI Foundry.mp4
36.3 MB
~Get Your Files Here !/Lesson 2 Cloud-Based AI Labs and Sandboxes/007. 2.6 Discussing Cost Management and Security.mp4
21.5 MB
~Get Your Files Here !/Lesson 2 Cloud-Based AI Labs and Sandboxes/008. 2.7 Using Terraform to Deploy Ollama in the Cloud.mp4
10.4 MB
~Get Your Files Here !/Lesson 3 Integrating and Leveraging AI Environments/001. Learning objectives.mp4
4.5 MB
~Get Your Files Here !/Lesson 3 Integrating and Leveraging AI Environments/002. 3.1 Using Hybrid AI Labs Combining Home and Cloud Resources.mp4
5.9 MB
~Get Your Files Here !/Lesson 3 Integrating and Leveraging AI Environments/003. 3.2 Synchronizing Data and Projects.mp4
11.1 MB
~Get Your Files Here !/Lesson 3 Integrating and Leveraging AI Environments/004. 3.3 Leveraging the Strengths of Both Environments.mp4
19.4 MB
~Get Your Files Here !/Lesson 3 Integrating and Leveraging AI Environments/005. 3.4 Running Open-Source Models Available on Hugging Face.mp4
14.1 MB
~Get Your Files Here !/Lesson 3 Integrating and Leveraging AI Environments/006. 3.5 Introducing LangChain.mp4
9.2 MB
~Get Your Files Here !/Lesson 3 Integrating and Leveraging AI Environments/007. 3.6 Introducing LlamaIndex.mp4
7.5 MB
~Get Your Files Here !/Lesson 3 Integrating and Leveraging AI Environments/008. 3.7 Understanding Embedding Models.mp4
31.9 MB
~Get Your Files Here !/Lesson 3 Integrating and Leveraging AI Environments/009. 3.8 Using Vector Databases.mp4
17.4 MB
~Get Your Files Here !/Lesson 4 Advanced Topics/001. Learning objectives.mp4
3.7 MB
~Get Your Files Here !/Lesson 4 Advanced Topics/002. 4.1 Leveraging LangSmith and LangGraph.mp4
14.6 MB
~Get Your Files Here !/Lesson 4 Advanced Topics/003. 4.2 Using Fine Tuning Frameworks.mp4
17.1 MB
~Get Your Files Here !/Lesson 4 Advanced Topics/004. 4.3 High-Performance Computing and Edge AI.mp4
11.8 MB
~Get Your Files Here !/Summary/001. Build Your Own AI Lab Summary.mp4
