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Build Your Own AI Lab

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File Name
Size
Introduction/001. Build Your Own AI Lab Introduction.mp4
12 MB
Lesson 1 Introduction to AI Labs and Sandboxes/001. Learning objectives.mp4
9.4 MB
Lesson 1 Introduction to AI Labs and Sandboxes/002. 1.1 Overview of AI Labs and Sandboxes Home-based vs. Cloud-based.mp4
20 MB
Lesson 1 Introduction to AI Labs and Sandboxes/003. 1.2 Choosing the Right Hardware (GPUs, CPUs, Memory, etc.).mp4
50 MB
Lesson 1 Introduction to AI Labs and Sandboxes/004. 1.3 Building or Buying Pre-built Systems.mp4
15 MB
Lesson 1 Introduction to AI Labs and Sandboxes/005. 1.4 Choosing the Operating Systems (Linux, Windows, macOS).mp4
17 MB
Lesson 1 Introduction to AI Labs and Sandboxes/006. 1.5 Surveying Essential Software (Python, Anaconda, Jupyter Notebooks, and Other Frameworks).mp4
19 MB
Lesson 1 Introduction to AI Labs and Sandboxes/007. 1.6 Introducing Hugging Face.mp4
14 MB
Lesson 1 Introduction to AI Labs and Sandboxes/008. 1.7 Introducing Ollama.mp4
12 MB
Lesson 1 Introduction to AI Labs and Sandboxes/009. 1.8 Installing Ollama.mp4
16 MB
Lesson 1 Introduction to AI Labs and Sandboxes/010. 1.9 Ollama Integrations.mp4
47 MB
Lesson 1 Introduction to AI Labs and Sandboxes/011. 1.10 Exploring the Ollama REST API.mp4
13 MB
Lesson 1 Introduction to AI Labs and Sandboxes/012. 1.11 Introducing Retrieval Augmented Generation (RAG).mp4
14 MB
Lesson 1 Introduction to AI Labs and Sandboxes/013. 1.12 Leveraging RAGFlow.mp4
41 MB
Lesson 2 Cloud-Based AI Labs and Sandboxes/001. Learning objectives.mp4
3.8 MB
Lesson 2 Cloud-Based AI Labs and Sandboxes/002. 2.1 Advantages and Disadvantages of Cloud AI Labs and Sandboxes.mp4
19 MB
Lesson 2 Cloud-Based AI Labs and Sandboxes/003. 2.2 Introducing Amazon Bedrock.mp4
21 MB
Lesson 2 Cloud-Based AI Labs and Sandboxes/004. 2.3 Surveying Amazon SageMaker.mp4
36 MB
Lesson 2 Cloud-Based AI Labs and Sandboxes/005. 2.4 Exploring Google Vertex AI.mp4
43 MB
Lesson 2 Cloud-Based AI Labs and Sandboxes/006. 2.5 Using Microsoft Azure AI Foundry.mp4
36 MB
Lesson 2 Cloud-Based AI Labs and Sandboxes/007. 2.6 Discussing Cost Management and Security.mp4
22 MB
Lesson 2 Cloud-Based AI Labs and Sandboxes/008. 2.7 Using Terraform to Deploy Ollama in the Cloud.mp4
10 MB
Lesson 3 Integrating and Leveraging AI Environments/001. Learning objectives.mp4
4.5 MB
Lesson 3 Integrating and Leveraging AI Environments/002. 3.1 Using Hybrid AI Labs Combining Home and Cloud Resources.mp4
5.9 MB
Lesson 3 Integrating and Leveraging AI Environments/003. 3.2 Synchronizing Data and Projects.mp4
11 MB
Lesson 3 Integrating and Leveraging AI Environments/004. 3.3 Leveraging the Strengths of Both Environments.mp4
19 MB
Lesson 3 Integrating and Leveraging AI Environments/005. 3.4 Running Open-Source Models Available on Hugging Face.mp4
14 MB
Lesson 3 Integrating and Leveraging AI Environments/006. 3.5 Introducing LangChain.mp4
9.2 MB
Lesson 3 Integrating and Leveraging AI Environments/007. 3.6 Introducing LlamaIndex.mp4
7.5 MB
Lesson 3 Integrating and Leveraging AI Environments/008. 3.7 Understanding Embedding Models.mp4
32 MB
Lesson 3 Integrating and Leveraging AI Environments/009. 3.8 Using Vector Databases.mp4
17 MB
Lesson 4 Advanced Topics/001. Learning objectives.mp4
3.7 MB
Lesson 4 Advanced Topics/002. 4.1 Leveraging LangSmith and LangGraph.mp4
15 MB
Lesson 4 Advanced Topics/003. 4.2 Using Fine Tuning Frameworks.mp4
17 MB
Lesson 4 Advanced Topics/004. 4.3 High-Performance Computing and Edge AI.mp4
12 MB
Summary/001. Build Your Own AI Lab Summary.mp4
7.2 MB