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[ FreeCourseWeb.com ] Build Your Own AI Lab

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种子名称： [ FreeCourseWeb.com ] Build Your Own AI Lab
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文件数目： 36个文件
文件大小： 666.56 MB
收录时间： 2025-4-28 15:47
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最近下载： 2025-5-2 00:36

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~Get Your Files Here !/Introduction/001. Build Your Own AI Lab Introduction.mp412.28MB

~Get Your Files Here !/Lesson 1 Introduction to AI Labs and Sandboxes/001. Learning objectives.mp49.41MB

~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.mp420.11MB

~Get Your Files Here !/Lesson 1 Introduction to AI Labs and Sandboxes/003. 1.2 Choosing the Right Hardware (GPUs, CPUs, Memory, etc.).mp450.32MB

~Get Your Files Here !/Lesson 1 Introduction to AI Labs and Sandboxes/004. 1.3 Building or Buying Pre-built Systems.mp415.15MB

~Get Your Files Here !/Lesson 1 Introduction to AI Labs and Sandboxes/005. 1.4 Choosing the Operating Systems (Linux, Windows, macOS).mp416.61MB

~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).mp418.87MB

~Get Your Files Here !/Lesson 1 Introduction to AI Labs and Sandboxes/007. 1.6 Introducing Hugging Face.mp413.87MB

~Get Your Files Here !/Lesson 1 Introduction to AI Labs and Sandboxes/008. 1.7 Introducing Ollama.mp412.24MB

~Get Your Files Here !/Lesson 1 Introduction to AI Labs and Sandboxes/009. 1.8 Installing Ollama.mp416.54MB

~Get Your Files Here !/Lesson 1 Introduction to AI Labs and Sandboxes/010. 1.9 Ollama Integrations.mp446.89MB

~Get Your Files Here !/Lesson 1 Introduction to AI Labs and Sandboxes/011. 1.10 Exploring the Ollama REST API.mp412.73MB

~Get Your Files Here !/Lesson 1 Introduction to AI Labs and Sandboxes/012. 1.11 Introducing Retrieval Augmented Generation (RAG).mp413.89MB

~Get Your Files Here !/Lesson 1 Introduction to AI Labs and Sandboxes/013. 1.12 Leveraging RAGFlow.mp440.56MB

~Get Your Files Here !/Lesson 2 Cloud-Based AI Labs and Sandboxes/001. Learning objectives.mp43.82MB

~Get Your Files Here !/Lesson 2 Cloud-Based AI Labs and Sandboxes/002. 2.1 Advantages and Disadvantages of Cloud AI Labs and Sandboxes.mp419.09MB

~Get Your Files Here !/Lesson 2 Cloud-Based AI Labs and Sandboxes/003. 2.2 Introducing Amazon Bedrock.mp421.02MB

~Get Your Files Here !/Lesson 2 Cloud-Based AI Labs and Sandboxes/004. 2.3 Surveying Amazon SageMaker.mp436.23MB

~Get Your Files Here !/Lesson 2 Cloud-Based AI Labs and Sandboxes/005. 2.4 Exploring Google Vertex AI.mp443.28MB

~Get Your Files Here !/Lesson 2 Cloud-Based AI Labs and Sandboxes/006. 2.5 Using Microsoft Azure AI Foundry.mp436.25MB

~Get Your Files Here !/Lesson 2 Cloud-Based AI Labs and Sandboxes/007. 2.6 Discussing Cost Management and Security.mp421.47MB

~Get Your Files Here !/Lesson 2 Cloud-Based AI Labs and Sandboxes/008. 2.7 Using Terraform to Deploy Ollama in the Cloud.mp410.4MB

~Get Your Files Here !/Lesson 3 Integrating and Leveraging AI Environments/001. Learning objectives.mp44.48MB

~Get Your Files Here !/Lesson 3 Integrating and Leveraging AI Environments/002. 3.1 Using Hybrid AI Labs Combining Home and Cloud Resources.mp45.91MB

~Get Your Files Here !/Lesson 3 Integrating and Leveraging AI Environments/003. 3.2 Synchronizing Data and Projects.mp411.13MB

~Get Your Files Here !/Lesson 3 Integrating and Leveraging AI Environments/004. 3.3 Leveraging the Strengths of Both Environments.mp419.45MB

~Get Your Files Here !/Lesson 3 Integrating and Leveraging AI Environments/005. 3.4 Running Open-Source Models Available on Hugging Face.mp414.13MB

~Get Your Files Here !/Lesson 3 Integrating and Leveraging AI Environments/006. 3.5 Introducing LangChain.mp49.21MB

~Get Your Files Here !/Lesson 3 Integrating and Leveraging AI Environments/007. 3.6 Introducing LlamaIndex.mp47.46MB

~Get Your Files Here !/Lesson 3 Integrating and Leveraging AI Environments/008. 3.7 Understanding Embedding Models.mp431.95MB

~Get Your Files Here !/Lesson 3 Integrating and Leveraging AI Environments/009. 3.8 Using Vector Databases.mp417.36MB

~Get Your Files Here !/Lesson 4 Advanced Topics/001. Learning objectives.mp43.69MB

~Get Your Files Here !/Lesson 4 Advanced Topics/002. 4.1 Leveraging LangSmith and LangGraph.mp414.59MB

~Get Your Files Here !/Lesson 4 Advanced Topics/003. 4.2 Using Fine Tuning Frameworks.mp417.13MB

~Get Your Files Here !/Lesson 4 Advanced Topics/004. 4.3 High-Performance Computing and Edge AI.mp411.84MB

~Get Your Files Here !/Summary/001. Build Your Own AI Lab Summary.mp47.21MB