Build Your Own AI Lab

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Torrent Added :	2 months ago in Other - Other
Torrent Size :	666.56 MB

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Torrent File Content (36 files)

Build Your Own AI Lab
Introduction
001. Build Your Own AI Lab Introduction.mp4 -

12.28 MB

Lesson 1 Introduction to AI Labs and Sandboxes
001. Learning objectives.mp4 -

9.41 MB

002. 1.1 Overview of AI Labs and Sandboxes Home-based vs. Cloud-based.mp4 -

20.11 MB

003. 1.2 Choosing the Right Hardware (GPUs, CPUs, Memory, etc.).mp4 -

50.32 MB

004. 1.3 Building or Buying Pre-built Systems.mp4 -

15.15 MB

005. 1.4 Choosing the Operating Systems (Linux, Windows, macOS).mp4 -

16.61 MB

006. 1.5 Surveying Essential Software (Python, Anaconda, Jupyter Notebooks, and Other Frameworks).mp4 -

18.87 MB

007. 1.6 Introducing Hugging Face.mp4 -

13.87 MB

008. 1.7 Introducing Ollama.mp4 -

12.24 MB

009. 1.8 Installing Ollama.mp4 -

16.54 MB

010. 1.9 Ollama Integrations.mp4 -

46.89 MB

011. 1.10 Exploring the Ollama REST API.mp4 -

12.73 MB

012. 1.11 Introducing Retrieval Augmented Generation (RAG).mp4 -

13.89 MB

013. 1.12 Leveraging RAGFlow.mp4 -

40.56 MB

Lesson 2 Cloud-Based AI Labs and Sandboxes
001. Learning objectives.mp4 -

3.82 MB

002. 2.1 Advantages and Disadvantages of Cloud AI Labs and Sandboxes.mp4 -

19.09 MB

003. 2.2 Introducing Amazon Bedrock.mp4 -

21.02 MB

004. 2.3 Surveying Amazon SageMaker.mp4 -

36.23 MB

005. 2.4 Exploring Google Vertex AI.mp4 -

43.28 MB

006. 2.5 Using Microsoft Azure AI Foundry.mp4 -

36.25 MB

007. 2.6 Discussing Cost Management and Security.mp4 -

21.47 MB

008. 2.7 Using Terraform to Deploy Ollama in the Cloud.mp4 -

10.4 MB

Lesson 3 Integrating and Leveraging AI Environments
001. Learning objectives.mp4 -

4.48 MB

002. 3.1 Using Hybrid AI Labs Combining Home and Cloud Resources.mp4 -

5.91 MB

003. 3.2 Synchronizing Data and Projects.mp4 -

11.13 MB

004. 3.3 Leveraging the Strengths of Both Environments.mp4 -

19.45 MB

005. 3.4 Running Open-Source Models Available on Hugging Face.mp4 -

14.13 MB

006. 3.5 Introducing LangChain.mp4 -

9.21 MB

007. 3.6 Introducing LlamaIndex.mp4 -

7.46 MB

008. 3.7 Understanding Embedding Models.mp4 -

31.95 MB

009. 3.8 Using Vector Databases.mp4 -

17.36 MB

Lesson 4 Advanced Topics
001. Learning objectives.mp4 -

3.69 MB

002. 4.1 Leveraging LangSmith and LangGraph.mp4 -

14.59 MB

003. 4.2 Using Fine Tuning Frameworks.mp4 -

17.13 MB

004. 4.3 High-Performance Computing and Edge AI.mp4 -

11.84 MB

Summary
001. Build Your Own AI Lab Summary.mp4 -

7.21 MB

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Build Your Own AI Lab

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Torrent File Content (36 files)

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