Defending and Deploying AI

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Defending and Deploying AI (Size: 3.4 GB)
  001. Introduction.en.srt 4 KB
  001. Introduction.mp4 18.8 MB
  001. Learning objectives.en.srt 1.4 KB
  001. Learning objectives.mp4 6.8 MB
  001. Summary.en.srt 2.2 KB
  001. Summary.mp4 10.6 MB
  002. 1.1 Introduction to Retrieval Augmented Generation (RAG).en.srt 8.5 KB
  002. 1.1 Introduction to Retrieval Augmented Generation (RAG).mp4 23 MB
  002. 1.1 Overview of AI Labs and Sandboxes - Home-based vs. Cloud-based.en.srt 8.9 KB
  002. 1.1 Overview of AI Labs and Sandboxes - Home-based vs. Cloud-based.mp4 20.1 MB
  002. 1.1 Overview of the Evolution of AI-driven Tools.en.srt 6.2 KB
  002. 1.1 Overview of the Evolution of AI-driven Tools.mp4 17.6 MB
  002. 1.1 Understanding the Significance of LLMs in the AI Landscape.en.srt 10.4 KB
  002. 1.1 Understanding the Significance of LLMs in the AI Landscape.mp4 48.8 MB
  002. 2.1 Accelerating Network Security Tasks with AI.en.srt 7.4 KB
  002. 2.1 Accelerating Network Security Tasks with AI.mp4 16.1 MB
  002. 2.1 Advantages and Disadvantages of Cloud AI Labs and Sandboxes.en.srt 10.3 KB
  002. 2.1 Advantages and Disadvantages of Cloud AI Labs and Sandboxes.mp4 19.1 MB
  002. 2.1 Defining Prompt Injection Attacks.en.srt 17.4 KB
  002. 2.1 Defining Prompt Injection Attacks.mp4 66.1 MB
  002. 2.1 Introducing LangChain.en.srt 5.9 KB
  002. 2.1 Introducing LangChain.mp4 18.1 MB
  002. 3.1 Exploring How AI is Revolutionizing Software Development.en.srt 3.2 KB
  002. 3.1 Exploring How AI is Revolutionizing Software Development.mp4 11.7 MB
  002. 3.1 Mastering Prompt Engineering.en.srt 4.9 KB
  002. 3.1 Mastering Prompt Engineering.mp4 16.1 MB
  002. 3.1 Understanding Training Data Poisoning Attacks.en.srt 6.7 KB
  002. 3.1 Understanding Training Data Poisoning Attacks.mp4 21.8 MB
  002. 3.1 Using Hybrid AI Labs - Combining Home and Cloud Resources.en.srt 2.5 KB
  002. 3.1 Using Hybrid AI Labs - Combining Home and Cloud Resources.mp4 5.9 MB
  002. 4.1 Exploring how AI is Revolutionizing Networking.en.srt 11.9 KB
  002. 4.1 Exploring how AI is Revolutionizing Networking.mp4 25.7 MB
  002. 4.1 Introduction to AI Agent Frameworks.en.srt 7 KB
  002. 4.1 Introduction to AI Agent Frameworks.mp4 19.1 MB
  002. 4.1 Leveraging LangSmith and LangGraph.en.srt 5.8 KB
  002. 4.1 Leveraging LangSmith and LangGraph.mp4 14.7 MB
  002. 4.1 Understanding Sensitive Information Disclosure.en.srt 4.2 KB
  002. 4.1 Understanding Sensitive Information Disclosure.mp4 18.1 MB
  002. 5.1 Exploring Additional Applications of AI in Emerging Technologies.en.srt 8.1 KB
  002. 5.1 Exploring Additional Applications of AI in Emerging Technologies.mp4 16.2 MB
  002. 5.1 Understanding Overreliance.en.srt 7.3 KB
  002. 5.1 Understanding Overreliance.mp4 21.2 MB
  002. 6.1 Understanding the RAG, LangChain, Llama Index, and AI Orchestration.en.srt 25.1 KB
  002. 6.1 Understanding the RAG, LangChain, Llama Index, and AI Orchestration.mp4 60.2 MB
  003. 1.2 Choosing the Right Hardware (GPUs, CPUs, Memory, etc.).en.srt 11.5 KB
  003. 1.2 Choosing the Right Hardware (GPUs, CPUs, Memory, etc.).mp4 50.3 MB
  003. 1.2 Exploring the GitHub Repositories and Additional Resources.en.srt 4 KB
  003. 1.2 Exploring the GitHub Repositories and Additional Resources.mp4 12.6 MB
  003. 1.2 Exploring the Resources for this Course - GitHub Repositories and Others.en.srt 4.6 KB
  003. 1.2 Exploring the Resources for this Course - GitHub Repositories and Others.mp4 11 MB
  003. 1.2 Large Language Models (LLMs) and Small Language Models (SLMs).en.srt 12.2 KB
  003. 1.2 Large Language Models (LLMs) and Small Language Models (SLMs).mp4 30 MB
  003. 2.2 Exploring Real-life Prompt Injection Attacks.en.srt 5.6 KB
  003. 2.2 Exploring Real-life Prompt Injection Attacks.mp4 17.2 MB
  003. 2.2 Introducing Amazon Bedrock.en.srt 8.6 KB
  003. 2.2 Introducing Amazon Bedrock.mp4 21 MB
  003. 2.2 LangChain vs. LlamaIndex.en.srt 5.4 KB
  003. 2.2 LangChain vs. LlamaIndex.mp4 21 MB
  003. 2.2 Prompt Engineering for Cybersecurity.en.srt 3.8 KB
  003. 2.2 Prompt Engineering for Cybersecurity.mp4 11.3 MB
  003. 3.2 Exploring Basic Prompt Chain Examples.en.srt 12 KB
  003. 3.2 Exploring Basic Prompt Chain Examples.mp4 47.2 MB
  003. 3.2 Exploring Model Denial of Service Attacks.en.srt 4.3 KB
  003. 3.2 Exploring Model Denial of Service Attacks.mp4 9.9 MB
  003. 3.2 Surveying GitHub Copilot, Cursor, and Cody.en.srt 3.1 KB
  003. 3.2 Surveying GitHub Copilot, Cursor, and Cody.mp4 7.6 MB
  003. 3.2 Synchronizing Data and Projects.en.srt 5.2 KB
  003. 3.2 Synchronizing Data and Projects.mp4 11.2 MB
  003. 4.2 Exploiting Insecure Plugin Design.en.srt 4.3 KB
  003. 4.2 Exploiting Insecure Plugin Design.mp4 12.1 MB
  003. 4.2 Surveying CrewAI.en.srt 9.8 KB
  003. 4.2 Surveying CrewAI.mp4 24.5 MB
  003. 4.2 Using Fine Tuning Frameworks.en.srt 6.2 KB
  003. 4.2 Using Fine Tuning Frameworks.mp4 17.1 MB
  003. 4.2 Using GitHub Copilot for Programming Tasks Related to Networking.en.srt 9.2 KB
  003. 4.2 Using GitHub Copilot for Programming Tasks Related to Networking.mp4 22.7 MB
  003. 5.2 Exploring Model Theft Attacks.en.srt 7 KB
  003. 5.2 Exploring Model Theft Attacks.mp4 16.5 MB
  003. 5.2 Regulatory and Policy Frameworks.en.srt 7.8 KB
  003. 5.2 Regulatory and Policy Frameworks.mp4 21.9 MB
  003. 6.2 Securing Embedding Models.en.srt 14 KB
  003. 6.2 Securing Embedding Models.mp4 29.3 MB
  004. 1.3 Building or Buying Pre-built Systems.en.srt 5.3 KB
  004. 1.3 Building or Buying Pre-built Systems.mp4 15.2 MB
  004. 1.3 Embeddings and Embedding Models.en.srt 21.1 KB
  004. 1.3 Embeddings and Embedding Models.mp4 81.4 MB
  004. 1.3 Introducing LangChain, LangGraph, Llama Index, and Other Orchestration Frameworks.en.srt 8.4 KB
  004. 1.3 Introducing LangChain, LangGraph, Llama Index, and Other Orchestration Frameworks.mp4 27.2 MB
  004. 1.3 Introducing Retrieval Augmented Generation (RAG).en.srt 18.4 KB
  004. 1.3 Introducing Retrieval Augmented Generation (RAG).mp4 34 MB
  004. 2.3 Prompt templates and system prompts.en.srt 17.8 KB
  004. 2.3 Prompt templates and system prompts.mp4 74.2 MB
  004. 2.3 Securing AI Implementations.en.srt 20.7 KB
  004. 2.3 Securing AI Implementations.mp4 63.1 MB
  004. 2.3 Surveying Amazon SageMaker.en.srt 15.3 KB
  004. 2.3 Surveying Amazon SageMaker.mp4 36.3 MB
  004. 2.3 Using ChatML for OpenAI API Calls to Indicate to the LLM the Source of Prompt Input.en.srt 15.2 KB
  004. 2.3 Using ChatML for OpenAI API Calls to Indicate to the LLM the Source of Prompt Input.mp4 38.2 MB
  004. 3.3 Creating Prompt Branching Chains.en.srt 14.7 KB
  004. 3.3 Creating Prompt Branching Chains.mp4 56.8 MB
  004. 3.3 Exploring the CODEX Model.en.srt 1.7 KB
  004. 3.3 Exploring the CODEX Model.mp4 3.6 MB
  004. 3.3 Leveraging the Strengths of Both Environments.en.srt 6.8 KB
  004. 3.3 Leveraging the Strengths of Both Environments.mp4 19.5 MB
  004. 3.3 Understanding the Risks of the AI and ML Supply Chain.en.srt 13.5 KB
  004. 3.3 Understanding the Risks of the AI and ML Supply Chain.mp4 36.3 MB
  004. 4.3 Avoiding Excessive Agency.en.srt 5.2 KB
  004. 4.3 Avoiding Excessive Agency.mp4 14.9 MB
  004. 4.3 Exploring AI Models for Networking Use Cases.en.srt 3 KB
  004. 4.3 Exploring AI Models for Networking Use Cases.mp4 7.5 MB
  004. 4.3 High-Performance Computing and Edge AI.en.srt 4.7 KB
  004. 4.3 High-Performance Computing and Edge AI.mp4 11.8 MB
  004. 4.3 Introducing LangGraph.en.srt 2.7 KB
  004. 4.3 Introducing LangGraph.mp4 10.1 MB
  004. 5.3 Staying Updated on Advancements in AI and Cybersecurity.en.srt 5.5 KB
  004. 5.3 Staying Updated on Advancements in AI and Cybersecurity.mp4 13.9 MB
  004. 5.3 Understanding Red Teaming of AI Models.en.srt 19.2 KB
  004. 5.3 Understanding Red Teaming of AI Models.mp4 49.1 MB
  004. 6.3 Securing Vector Databases.en.srt 17.7 KB
  004. 6.3 Securing Vector Databases.mp4 41.7 MB
  005. 1.4 An Overview of Open-source AI Models and Hugging Face.en.srt 4.4 KB
  005. 1.4 An Overview of Open-source AI Models and Hugging Face.mp4 17 MB
  005. 1.4 Choosing the Operating Systems (Linux, Windows, macOS).en.srt 5 KB
  005. 1.4 Choosing the Operating Systems (Linux, Windows, macOS).mp4 16.6 MB
  005. 1.4 Indexing Techniques.en.srt 14.8 KB
  005. 1.4 Indexing Techniques.mp4 34.3 MB
  005. 1.4 Understanding the OWASP Top-10 Risks for LLMs.en.srt 8.7 KB
  005. 1.4 Understanding the OWASP Top-10 Risks for LLMs.mp4 20.9 MB
  005. 2.4 Enforcing Privilege Control on LLM Access to Backend Systems.en.srt 8.4 KB
  005. 2.4 Enforcing Privilege Control on LLM Access to Backend Systems.mp4 15.9 MB
  005. 2.4 Exploring Google Vertex AI.en.srt 16.8 KB
  005. 2.4 Exploring Google Vertex AI.mp4 43.4 MB
  005. 2.4 Exploring Network Security Processes Incorporating AI Tools.en.srt 11.7 KB
  005. 2.4 Exploring Network Security Processes Incorporating AI Tools.mp4 31.9 MB
  005. 2.4 Introducing LangSmith.en.srt 8 KB
  005. 2.4 Introducing LangSmith.mp4 24.7 MB
  005. 3.4 Best Practices when Using Open-Source Models from Hugging Face and Other Sources.en.srt 18.8 KB
  005. 3.4 Best Practices when Using Open-Source Models from Hugging Face and Other Sources.mp4 52.4 MB
  005. 3.4 Exploring Parallel PromptChains.en.srt 9.1 KB
  005. 3.4 Exploring Parallel PromptChains.mp4 42.2 MB
  005. 3.4 Generating Code from a Prompt.en.srt 7.7 KB
  005. 3.4 Generating Code from a Prompt.mp4 21 MB
  005. 3.4 Running Open-Source Models Available on Hugging Face.en.srt 5.4 KB
  005. 3.4 Running Open-Source Models Available on Hugging Face.mp4 14.2 MB
  005. 4.4 Exploring Examples of LangGraph in Action.en.srt 18.9 KB
  005. 4.4 Exploring Examples of LangGraph in Action.mp4 86.6 MB
  005. 4.4 Prompt Engineering for Networking.en.srt 9.1 KB
  005. 4.4 Prompt Engineering for Networking.mp4 22.6 MB
  005. 6.4 Monitoring and Incident Response.en.srt 11.1 KB
  005. 6.4 Monitoring and Incident Response.mp4 23.4 MB
  006. 1.5 Exploring the MITRE ATLAS (Adversarial Threat Landscape for Artificial-Intelligence Systems) Framework.en.srt 8.4 KB
  006. 1.5 Exploring the MITRE ATLAS (Adversarial Threat Landscape for Artificial-Intelligence Systems) Framework.mp4 26.4 MB
  006. 1.5 Introducing Retrieval Augmented Generation (RAG).en.srt 16.2 KB
  006. 1.5 Introducing Retrieval Augmented Generation (RAG).mp4 37.7 MB
  006. 1.5 Surveying Essential Software (Python, Anaconda, Jupyter Notebooks, and Other Frameworks).en.srt 5.6 KB
  006. 1.5 Surveying Essential Software (Python, Anaconda, Jupyter Notebooks, and Other Frameworks).mp4 18.8 MB
  006. 1.5 Vector Databases.en.srt 7.4 KB
  006. 1.5 Vector Databases.mp4 19.4 MB
  006. 2.5 Best Practices Around API Tokens for Plugins, Data Access, and Function-level Permissions.en.srt 4.1 KB
  006. 2.5 Best Practices Around API Tokens for Plugins, Data Access, and Function-level Permissions.mp4 10.2 MB
  006. 2.5 Using Microsoft Azure AI Foundry.en.srt 11.5 KB
  006. 2.5 Using Microsoft Azure AI Foundry.mp4 36.3 MB
  006. 3.5 Creating a Basic RAG Application.en.srt 17.6 KB
  006. 3.5 Creating a Basic RAG Application.mp4 69.8 MB
  006. 3.5 Explaining Existing Code.en.srt 4.1 KB
  006. 3.5 Explaining Existing Code.mp4 13 MB
  006. 3.5 Introducing LangChain.en.srt 3.8 KB
  006. 3.5 Introducing LangChain.mp4 9.2 MB
  006. 3.5 Securing Amazon BedRock, SageMaker, Microsoft Azure AI Services, and Other Environme.mp4 67.9 MB
  006. 3.5 Securing Amazon BedRock, SageMaker, Microsoft Azure AI Services, and Other Environme.srt 22.7 KB
  006. 4.5 Exploring an Example of Agents with MCP Servers.en.srt 15.3 KB
  006. 4.5 Exploring an Example of Agents with MCP Servers.mp4 59.3 MB
  007. 1.6 Chunking Strategies.en.srt 11.4 KB
  007. 1.6 Chunking Strategies.mp4 35.5 MB
  007. 1.6 Introducing Embedding Models.en.srt 8.2 KB
  007. 1.6 Introducing Embedding Models.mp4 39.5 MB
  007. 1.6 Introducing Hugging Face.en.srt 4.3 KB
  007. 1.6 Introducing Hugging Face.mp4 13.8 MB
  007. 1.6 Understanding the NIST Taxonomy and Terminology of Attacks and Mitigations.en.srt 10.8 KB
  007. 1.6 Understanding the NIST Taxonomy and Terminology of Attacks and Mitigations.mp4 21.6 MB
  007. 2.6 Discussing Cost Management and Security.en.srt 8.2 KB
  007. 2.6 Discussing Cost Management and Security.mp4 21.5 MB
  007. 2.6 Understanding Insecure Output Handling Attacks.en.srt 4.8 KB
  007. 2.6 Understanding Insecure Output Handling Attacks.mp4 8.4 MB
  007. 3.6 Creating a Complete RAG Application.en.srt 4.8 KB
  007. 3.6 Creating a Complete RAG Application.mp4 17.7 MB
  007. 3.6 Generating Comments.en.srt 5.5 KB
  007. 3.6 Generating Comments.mp4 14.5 MB
  007. 3.6 Introducing LlamaIndex.en.srt 2.6 KB
  007. 3.6 Introducing LlamaIndex.mp4 7.5 MB
  007. 4.6 Securing Agentic Implementations.en.srt 13.5 KB
  007. 4.6 Securing Agentic Implementations.mp4 37.3 MB
  008. 1.7 Introducing Ollama.en.srt 3.6 KB
  008. 1.7 Introducing Ollama.mp4 12.3 MB
  008. 1.7 Introducing Vector Databases - pgvector, Chroma, MongoDB Atlas Vector Search, and others.en.srt 5.4 KB
  008. 1.7 Introducing Vector Databases - pgvector, Chroma, MongoDB Atlas Vector Search, and others.mp4 17.7 MB
  008. 1.7 RAG vs. Fine-tuning.en.srt 16.3 KB
  008. 1.7 RAG vs. Fine-tuning.mp4 48.9 MB
  008. 2.7 Using Terraform to Deploy Ollama in the Cloud.en.srt 4.2 KB
  008. 2.7 Using Terraform to Deploy Ollama in the Cloud.mp4 10.4 MB
  008. 2.7 Using the OWASP ASVS to Protect Against Insecure Output Handling.en.srt 6.8 KB
  008. 2.7 Using the OWASP ASVS to Protect Against Insecure Output Handling.mp4 20 MB
  008. 3.7 Prompt Engineering for Software Development.en.srt 12.4 KB
  008. 3.7 Prompt Engineering for Software Development.mp4 29.6 MB
  008. 3.7 Understanding Embedding Models.en.srt 7.5 KB
  008. 3.7 Understanding Embedding Models.mp4 32 MB
  009. 1.8 Installing Ollama.en.srt 6.5 KB
  009. 1.8 Installing Ollama.mp4 16.6 MB
  009. 1.8 Introducing Semantic Search.en.srt 6.3 KB
  009. 1.8 Introducing Semantic Search.mp4 24.5 MB
  009. 1.8 RAG, RAG Fusion, and RAPTOR.en.srt 13.4 KB
  009. 1.8 RAG, RAG Fusion, and RAPTOR.mp4 29.1 MB
  009. 3.8 Using Vector Databases.en.srt 6.1 KB
  009. 3.8 Using Vector Databases.mp4 17.4 MB
  010. 1.9 Ollama Integrations.en.srt 17.6 KB
  010. 1.9 Ollama Integrations.mp4 47 MB
  010. 1.9 Running Open Weight Models with Ollama.en.srt 18.9 KB
  010. 1.9 Running Open Weight Models with Ollama.mp4 62.8 MB
  011. 1.10 Exploring Open WebUI and Other Ollama Plugins.en.srt 13.9 KB
  011. 1.10 Exploring Open WebUI and Other Ollama Plugins.mp4 49.8 MB
  011. 1.10 Exploring the Ollama REST API.en.srt 3.4 KB
  011. 1.10 Exploring the Ollama REST API.mp4 12.7 MB
  012. 1.11 Introducing Retrieval Augmented Generation (RAG).en.srt 6.5 KB
  012. 1.11 Introducing Retrieval Augmented Generation (RAG).mp4 13.9 MB
  012. 1.11 Introduction to AI Agents and Agentic Implementations.en.srt 7.4 KB
  012. 1.11 Introduction to AI Agents and Agentic Implementations.mp4 18.4 MB
  013. 1.12 Introduction to Agentic RAG.en.srt 6.8 KB
  013. 1.12 Introduction to Agentic RAG.mp4 17.9 MB
  013. 1.12 Leveraging RAGFlow.en.srt 16.9 KB
  013. 1.12 Leveraging RAGFlow.mp4 40.7 MB
  014. 1.13 Introducing the Model Context Protocol (MCP).en.srt 16.5 KB
  014. 1.13 Introducing the Model Context Protocol (MCP).mp4 49 MB
  015. 1.14 Introducing A2A and AGNTCY.en.srt 22.7 KB
  015. 1.14 Introducing A2A and AGNTCY.mp4 67 MB
  Bonus Resources.txt 102.4 B
  Get Bonus Downloads Here.url 204.8 B
  ▲ 284 total files

Description


Defending and Deploying AI

https://WebToolTip.com

Published 09/2025
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 14h 59m | Size: 3.36 GB

Overview
Your full study resource to get started with AI models and best practices for AI security.

Description

Defending and Deploying AI is your key to harnessing AI tools for enhanced cybersecurity, networking, and programming. This comprehensive course gives you the training you need to stay ahead in the rapidly evolving tech landscape. Omar Santos, a Distinguished Engineer at Cisco and recognized author and expert in AI cybersecurity, provides the knowledge you need to get up and running as well as real-world hands-on activities to help you hone your practical skills.

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