01.4: Exercises: Model Stress Testing
Examine the performance of different LLMs on a suite of tasks
36 min
Updated Nov 26, 2024
05.1: Exercises: Code Documentation and Summarization
Use LLMs to aid in documenting, summarizing, and deobfuscating code
44 min
Updated Feb 1, 2025
06.1: Vulnerabilities and Exploitation
Use LLMs to aid in vulnerability discovery, exploitation, and patching
48 min
Updated Feb 26, 2025
06.2: Vulnerability Tools
Use LLMs with tools for vulnerability discovery, exploitation, and patching
19 min
Updated Feb 26, 2025
07.1: Exercises: Commands and Configurations
Use LLMs to generate commands and configurations
21 min
Updated Apr 30, 2025
08.1: Code Generation
Perform code generation, editing, and translation using an LLM
33 min
Updated Mar 1, 2025
09.1. Threat Intelligence
Use LLMs to aid in threat intelligence tasks
54 min
Updated Nov 27, 2024
10.1: Social Engineering
Use LLMs to aid in social engineering tasks
24 min
Updated Dec 4, 2024
02.4: Homework #1
Create a custom LangChain RAG application of your own.
216 min
Updated Dec 20, 2024
03.2: Homework #2
Build-a-Bot Workshop. Create a custom LangChain agent of your own.
180 min
Updated Nov 26, 2024
04.2: Homework #3
Security test your LangChain agent.
180 min
Updated Nov 26, 2024
05.3: Homework #4
Write your own LLM application to aid in summarizing and reverse engineering code
182 min
Updated Feb 1, 2025
06.3: Homework #5
Write your own LLM application to aid in identifying, fixing, and exploiting vulnerabilities
182 min
Updated Feb 26, 2025
07.3: Homework #6
Write your own LLM application to generate and execute commands and configurations
182 min
Updated Apr 30, 2025
08.3: Homework #7
Generate a security application with LLMs
182 min
Updated Feb 27, 2025
09.2: Final project
Build an LLM security application given what you've learned in this class
196 min
Updated Mar 4, 2025
02.1: LangChain Tour
Experiment with prompt templates, messages, chat models, safety settings, chains, and parsers in LangChain
21 min
Updated Feb 1, 2025
02.2: LangChain Documents
Experiment with document loading, chunking, and tokenizers in LangChain
30 min
Updated Feb 1, 2025
02.3: LangChain RAG application
Experiment with a retrieval augmented generation application in LangChain
27 min
Updated Feb 1, 2025
03.1: LangChain Agents
Experiment with agents and tools with LangChain for building autonomous applications
57 min
Updated Feb 1, 2025
04.1: Securing LLM applications
Analyze the security of LLM applications
120 min
Updated Feb 1, 2025
05.2: Code Analysis
Use LLMs to aid in analyzing and reverse engineering code
125 min
Updated Feb 1, 2025
07.2: Command agents
Experiment with agents that generate and execute commands
42 min
Updated Apr 30, 2025
08.2: Code Assistants
Utilize LLM-powered coding assistants to produce code
36 min
Updated Mar 1, 2025
01.1: Setup
Set up Google Cloud and LLM accounts
89 min
Updated Apr 21, 2025
01.2: Ollama
Deploy an Ollama server for testing open language models
36 min
Updated Nov 26, 2024
01.3: Programmatic Model Access
Access a range of LLMs from Python
11 min
Updated Feb 17, 2025
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