3.25 GB | 16min 37s | mp4 | 1280X720 | 16:9
Genre:eLearning |Language:English
Files Included :
FileName :001 Introduction.mp4 | Size: (20.46 MB)
FileName :001 Learning objectives.mp4 | Size: (18.84 MB)
FileName :002 1 1 Overview of the Evolution of AI-driven Tools.mp4 | Size: (17.63 MB)
FileName :003 1 2 Large Language Models (LLMs) and Small Language Models (SLMs).mp4 | Size: (29.95 MB)
FileName :004 1 3 Introducing LangChain, LangGraph, Llama Index, and Other Orchestration Frameworks.mp4 | Size: (27.16 MB)
FileName :005 1 4 An Overview of Open-source AI Models and Hugging Face.mp4 | Size: (17.05 MB)
FileName :006 1 5 Introducing Retrieval Augmented Generation (RAG).mp4 | Size: (37.71 MB)
FileName :007 1 6 Introducing Embedding Models.mp4 | Size: (39.54 MB)
FileName :008 1 7 Introducing Vector Databases - pgvector, Chroma, MongoDB Atlas Vector Search, and others.mp4 | Size: (17.66 MB)
FileName :009 1 8 Introducing Semantic Search.mp4 | Size: (24.46 MB)
FileName :001 Learning objectives.mp4 | Size: (9.56 MB)
FileName :002 2 1 Accelerating Network Security Tasks with AI.mp4 | Size: (16.08 MB)
FileName :003 2 2 Prompt Engineering for Cybersecurity.mp4 | Size: (11.26 MB)
FileName :004 2 3 Securing AI Implementations.mp4 | Size: (63.11 MB)
FileName :005 2 4 Exploring Network Security Processes Incorporating AI Tools.mp4 | Size: (31.89 MB)
FileName :001 Learning objectives.mp4 | Size: (14.4 MB)
FileName :002 3 1 Exploring How AI is Revolutionizing Software Development.mp4 | Size: (11.66 MB)
FileName :003 3 2 Surveying GitHub Copilot, Cursor, and Cody.mp4 | Size: (7.58 MB)
FileName :004 3 3 Exploring the CODEX Model.mp4 | Size: (3.56 MB)
FileName :005 3 4 Generating Code from a Prompt.mp4 | Size: (20.98 MB)
FileName :006 3 5 Explaining Existing Code.mp4 | Size: (13.03 MB)
FileName :007 3 6 Generating Comments.mp4 | Size: (14.52 MB)
FileName :008 3 7 Prompt Engineering for Software Development.mp4 | Size: (29.64 MB)
FileName :001 Learning objectives.mp4 | Size: (6.72 MB)
FileName :002 4 1 Exploring how AI is Revolutionizing Networking.mp4 | Size: (25.72 MB)
FileName :003 4 2 Using GitHub Copilot for Programming Tasks Related to Networking.mp4 | Size: (22.73 MB)
FileName :004 4 3 Exploring AI Models for Networking Use Cases.mp4 | Size: (7.47 MB)
FileName :005 4 4 Prompt Engineering for Networking.mp4 | Size: (22.55 MB)
FileName :001 Learning objectives.mp4 | Size: (7.01 MB)
FileName :002 5 1 Exploring Additional Applications of AI in Emerging Technologies.mp4 | Size: (16.22 MB)
FileName :003 5 2 Regulatory and Policy Frameworks.mp4 | Size: (21.92 MB)
FileName :004 5 3 Staying Updated on Advancements in AI and Cybersecurity.mp4 | Size: (13.87 MB)
FileName :001 Summary.mp4 | Size: (17.34 MB)
FileName :001 Introduction.mp4 | Size: (18.75 MB)
FileName :001 Learning objectives.mp4 | Size: (8.57 MB)
FileName :002 1 1 Understanding the Significance of LLMs in the AI Landscape.mp4 | Size: (48.79 MB)
FileName :003 1 2 Exploring the Resources for this Course - GitHub Repositories and Others.mp4 | Size: (11 MB)
FileName :004 1 3 Introducing Retrieval Augmented Generation (RAG).mp4 | Size: (33.97 MB)
FileName :005 1 4 Understanding the OWASP Top-10 Risks for LLMs.mp4 | Size: (20.88 MB)
FileName :006 1 5 Exploring the MITRE ATLAS (Adversarial Threat Landscape for Artificial-Intelligence Systems) Framework.mp4 | Size: (26.39 MB)
FileName :007 1 6 Understanding the NIST Taxonomy and Terminology of Attacks and Mitigations.mp4 | Size: (21.64 MB)
FileName :001 Learning objectives.mp4 | Size: (6.56 MB)
FileName :002 2 1 Defining Prompt Injection Attacks.mp4 | Size: (66.13 MB)
FileName :003 2 2 Exploring Real-life Prompt Injection Attacks.mp4 | Size: (17.22 MB)
FileName :004 2 3 Using ChatML for OpenAI API Calls to Indicate to the LLM the Source of Prompt Input.mp4 | Size: (38.23 MB)
FileName :005 2 4 Enforcing Privilege Control on LLM Access to Backend Systems.mp4 | Size: (15.91 MB)
FileName :006 2 5 Best Practices Around API Tokens for Plugins, Data Access, and Function-level Permissions.mp4 | Size: (10.24 MB)
FileName :007 2 6 Understanding Insecure Output Handling Attacks.mp4 | Size: (8.44 MB)
FileName :008 2 7 Using the OWASP ASVS to Protect Against Insecure Output Handling.mp4 | Size: (20 MB)
FileName :001 Learning objectives.mp4 | Size: (4.94 MB)
FileName :002 3 1 Understanding Training Data Poisoning Attacks.mp4 | Size: (21.84 MB)
FileName :003 3 2 Exploring Model Denial of Service Attacks.mp4 | Size: (9.94 MB)
FileName :004 3 3 Understanding the Risks of the AI and ML Supply Chain.mp4 | Size: (36.28 MB)
FileName :001 Learning objectives.mp4 | Size: (6.53 MB)
FileName :002 4 1 Understanding Sensitive Information Disclosure.mp4 | Size: (18.12 MB)
FileName :003 4 2 Exploiting Insecure Plugin Design.mp4 | Size: (12.08 MB)
FileName :004 4 3 Avoiding Excessive Agency.mp4 | Size: (14.86 MB)
FileName :001 Learning objectives.mp4 | Size: (4.48 MB)
FileName :002 5 1 Understanding Overreliance.mp4 | Size: (21.25 MB)
FileName :003 5 2 Exploring Model Theft Attacks.mp4 | Size: (16.53 MB)
FileName :004 5 3 Understanding Red Teaming of AI Models.mp4 | Size: (49.13 MB)
FileName :001 Learning objectives.mp4 | Size: (6.79 MB)
FileName :002 6 1 Understanding the RAG, LangChain, Llama Index, and AI Orchestration.mp4 | Size: (60.24 MB)
FileName :003 6 2 Securing Embedding Models.mp4 | Size: (29.32 MB)
FileName :004 6 3 Securing Vector Databases.mp4 | Size: (41.69 MB)
FileName :005 6 4 Monitoring and Incident Response.mp4 | Size: (23.44 MB)
FileName :001 Summary.mp4 | Size: (10.59 MB)
FileName :001 Introduction.mp4 | Size: (12.31 MB)
FileName :001 Learning objectives.mp4 | Size: (9.43 MB)
FileName :002 1 1 Overview of AI Labs and Sandboxes - Home-based vs Cloud-based.mp4 | Size: (20.09 MB)
FileName :003 1 2 Choosing the Right Hardware (GPUs, CPUs, Memory, etc ).mp4 | Size: (50.26 MB)
FileName :004 1 3 Building or Buying Pre-built Systems.mp4 | Size: (15.16 MB)
FileName :005 1 4 Choosing the Operating Systems (Linux, Windows, macOS).mp4 | Size: (16.65 MB)
FileName :006 1 5 Surveying Essential Software (Python, Anaconda, Jupyter Notebooks, and Other Frameworks).mp4 | Size: (18.83 MB)
FileName :007 1 6 Introducing Hugging Face.mp4 | Size: (13.85 MB)
FileName :008 1 7 Introducing Ollama.mp4 | Size: (12.25 MB)
FileName :009 1 8 Installing Ollama.mp4 | Size: (16.55 MB)
FileName :010 1 9 Ollama Integrations.mp4 | Size: (46.97 MB)
FileName :011 1 10 Exploring the Ollama REST API.mp4 | Size: (12.71 MB)
FileName :012 1 11 Introducing Retrieval Augmented Generation (RAG).mp4 | Size: (13.91 MB)
FileName :013 1 12 Leveraging RAGFlow.mp4 | Size: (40.65 MB)
FileName :001 Learning objectives.mp4 | Size: (3.82 MB)
FileName :002 2 1 Advantages and Disadvantages of Cloud AI Labs and Sandboxes.mp4 | Size: (19.12 MB)
FileName :003 2 2 Introducing Amazon Bedrock.mp4 | Size: (21.05 MB)
FileName :004 2 3 Surveying Amazon SageMaker.mp4 | Size: (36.25 MB)
FileName :005 2 4 Exploring Google Vertex AI.mp4 | Size: (43.36 MB)
FileName :006 2 5 Using Microsoft Azure AI Foundry.mp4 | Size: (36.26 MB)
FileName :007 2 6 Discussing Cost Management and Security.mp4 | Size: (21.51 MB)
FileName :008 2 7 Using Terraform to Deploy Ollama in the Cloud.mp4 | Size: (10.41 MB)
FileName :001 Learning objectives.mp4 | Size: (4.48 MB)
FileName :002 3 1 Using Hybrid AI Labs - Combining Home and Cloud Resources.mp4 | Size: (5.93 MB)
FileName :003 3 2 Synchronizing Data and Projects.mp4 | Size: (11.16 MB)
FileName :004 3 3 Leveraging the Strengths of Both Environments.mp4 | Size: (19.47 MB)
FileName :005 3 4 Running Open-Source Models Available on Hugging Face.mp4 | Size: (14.16 MB)
FileName :006 3 5 Introducing LangChain.mp4 | Size: (9.21 MB)
FileName :007 3 6 Introducing LlamaIndex.mp4 | Size: (7.47 MB)
FileName :008 3 7 Understanding Embedding Models.mp4 | Size: (31.95 MB)
FileName :009 3 8 Using Vector Databases.mp4 | Size: (17.39 MB)
FileName :001 Learning objectives.mp4 | Size: (3.68 MB)
FileName :002 4 1 Leveraging LangSmith and LangGraph.mp4 | Size: (14.65 MB)
FileName :003 4 2 Using Fine Tuning Frameworks.mp4 | Size: (17.11 MB)
FileName :004 4 3 High-Performance Computing and Edge AI.mp4 | Size: (11.82 MB)
FileName :001 Summary.mp4 | Size: (7.21 MB)
FileName :001 Introduction.mp4 | Size: (15.72 MB)
FileName :001 Learning objectives.mp4 | Size: (9.13 MB)
FileName :002 1 1 Introduction to Retrieval Augmented Generation (RAG).mp4 | Size: (23.03 MB)
FileName :003 1 2 Exploring the GitHub Repositories and Additional Resources.mp4 | Size: (12.56 MB)
FileName :004 1 3 Embeddings and Embedding Models.mp4 | Size: (81.41 MB)
FileName :005 1 4 Indexing Techniques.mp4 | Size: (34.33 MB)
FileName :006 1 5 Vector Databases.mp4 | Size: (19.43 MB)
FileName :007 1 6 Chunking Strategies.mp4 | Size: (35.46 MB)
FileName :008 1 7 RAG vs Fine-tuning.mp4 | Size: (48.94 MB)
FileName :009 1 8 RAG, RAG Fusion, and RAPTOR.mp4 | Size: (29.11 MB)
FileName :010 1 9 Running Open Weight Models with Ollama.mp4 | Size: (62.75 MB)
FileName :011 1 10 Exploring Open WebUI and Other Ollama Plugins.mp4 | Size: (49.81 MB)
FileName :012 1 11 Introduction to AI Agents and Agentic Implementations.mp4 | Size: (18.4 MB)
FileName :013 1 12 Introduction to Agentic RAG.mp4 | Size: (17.88 MB)
FileName :014 1 13 Introducing the Model Context Protocol (MCP).mp4 | Size: (48.97 MB)
FileName :015 1 14 Introducing A2A and AGNTCY.mp4 | Size: (67.01 MB)
FileName :001 Learning objectives.mp4 | Size: (6.75 MB)
FileName :002 2 1 Introducing LangChain.mp4 | Size: (18.1 MB)
FileName :003 2 2 LangChain vs LlamaIndex.mp4 | Size: (21.04 MB)
FileName :004 2 3 Prompt templates and system prompts.mp4 | Size: (74.2 MB)
FileName :005 2 4 Introducing LangSmith.mp4 | Size: (24.69 MB)
FileName :001 Learning objectives.mp4 | Size: (6.7 MB)
FileName :002 3 1 Mastering Prompt Engineering.mp4 | Size: (16.14 MB)
FileName :003 3 2 Exploring Basic Prompt Chain Examples.mp4 | Size: (47.24 MB)
FileName :004 3 3 Creating Prompt Branching Chains.mp4 | Size: (56.81 MB)
FileName :005 3 4 Exploring Parallel PromptChains.mp4 | Size: (42.2 MB)
FileName :006 3 5 Creating a Basic RAG Application.mp4 | Size: (69.79 MB)
FileName :007 3 6 Creating a Complete RAG Application.mp4 | Size: (17.72 MB)
FileName :001 Learning objectives.mp4 | Size: (6.22 MB)
FileName :002 4 1 Introduction to AI Agent Frameworks.mp4 | Size: (19.14 MB)
FileName :003 4 2 Surveying CrewAI.mp4 | Size: (24.46 MB)
FileName :004 4 3 Introducing LangGraph.mp4 | Size: (10.11 MB)
FileName :005 4 4 Exploring Examples of LangGraph in Action.mp4 | Size: (86.59 MB)
FileName :006 4 5 Exploring an Example of Agents with MCP Servers.mp4 | Size: (59.31 MB)
FileName :007 4 6 Securing Agentic Implementations.mp4 | Size: (37.34 MB)
FileName :001 Summary.mp4 | Size: (16.67 MB)]
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