Build Your Own AI Lab | B9E3918751B3E376E501E8C7150F512170B61D8B

Build Your Own AI Lab

Name	Build Your Own AI Lab	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	698.9 MB
Total Files	36
Last Seen	2025-07-18 00:12
Hash	B9E3918751B3E376E501E8C7150F512170B61D8B

/Introduction/
001. Build Your Own AI Lab Introduction.mp4	12.9 MB
/Lesson 1 Introduction to AI Labs and Sandboxes/
001. Learning objectives.mp4	9.9 MB
002. 1.1 Overview of AI Labs and Sandboxes Home-based vs. Cloud-based.mp4	21.1 MB
003. 1.2 Choosing the Right Hardware (GPUs, CPUs, Memory, etc.).mp4	52.8 MB
004. 1.3 Building or Buying Pre-built Systems.mp4	15.9 MB
005. 1.4 Choosing the Operating Systems (Linux, Windows, macOS).mp4	17.4 MB
006. 1.5 Surveying Essential Software (Python, Anaconda, Jupyter Notebooks, and Other Frameworks).mp4	19.8 MB
007. 1.6 Introducing Hugging Face.mp4	14.5 MB
008. 1.7 Introducing Ollama.mp4	12.8 MB
009. 1.8 Installing Ollama.mp4	17.3 MB
010. 1.9 Ollama Integrations.mp4	49.2 MB
011. 1.10 Exploring the Ollama REST API.mp4	13.3 MB
012. 1.11 Introducing Retrieval Augmented Generation (RAG).mp4	14.6 MB
013. 1.12 Leveraging RAGFlow.mp4	42.5 MB
/Lesson 2 Cloud-Based AI Labs and Sandboxes/
001. Learning objectives.mp4	4.0 MB
002. 2.1 Advantages and Disadvantages of Cloud AI Labs and Sandboxes.mp4	20.0 MB
003. 2.2 Introducing Amazon Bedrock.mp4	22.0 MB
004. 2.3 Surveying Amazon SageMaker.mp4	38.0 MB
005. 2.4 Exploring Google Vertex AI.mp4	45.4 MB
006. 2.5 Using Microsoft Azure AI Foundry.mp4	38.0 MB
007. 2.6 Discussing Cost Management and Security.mp4	22.5 MB
008. 2.7 Using Terraform to Deploy Ollama in the Cloud.mp4	10.9 MB
/Lesson 3 Integrating and Leveraging AI Environments/
001. Learning objectives.mp4	4.7 MB
002. 3.1 Using Hybrid AI Labs Combining Home and Cloud Resources.mp4	6.2 MB
003. 3.2 Synchronizing Data and Projects.mp4	11.7 MB
004. 3.3 Leveraging the Strengths of Both Environments.mp4	20.4 MB
005. 3.4 Running Open-Source Models Available on Hugging Face.mp4	14.8 MB
006. 3.5 Introducing LangChain.mp4	9.7 MB
007. 3.6 Introducing LlamaIndex.mp4	7.8 MB
008. 3.7 Understanding Embedding Models.mp4	33.5 MB
009. 3.8 Using Vector Databases.mp4	18.2 MB
/Lesson 4 Advanced Topics/
001. Learning objectives.mp4	3.9 MB
002. 4.1 Leveraging LangSmith and LangGraph.mp4	15.3 MB
003. 4.2 Using Fine Tuning Frameworks.mp4	18.0 MB
004. 4.3 High-Performance Computing and Edge AI.mp4	12.4 MB
/Summary/
001. Build Your Own AI Lab Summary.mp4	7.6 MB
Total files 36