01.4: Exercises: Model Stress Testing
Examine the performance of different LLMs on a suite of tasks
36 min
Updated Nov 26, 2024
04.1: Exercises: Securing LLM applications
Analyze the security of LLM applications
133 min
Updated Nov 26, 2024
05.1: Exercises: Code Summarization
Use LLMs to aid in summarizing and reverse engineering code
90 min
Updated Nov 26, 2024
06.1: Vulnerabilities and Exploitation
Use LLMs to aid in vulnerability discovery, exploitation, and patching
58 min
Updated Nov 26, 2024
07.1: Exercises: Commands and Configurations
Use LLMs to generate commands and configurations
60 min
Updated Nov 26, 2024
08.1: Code Generation
Perform code generation, editing, and translation using an LLM
60 min
Updated Nov 26, 2024
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 Nov 26, 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
05.2: Homework #4
Write your own LLM application to aid in summarizing and reverse engineering code
182 min
Updated Nov 26, 2024
06.2: Homework #5
Write your own LLM application to aid in identifying, fixing, and exploiting vulnerabilities
182 min
Updated Nov 26, 2024
07.2: Homework #6
Write your own LLM application to generate and execute commands and configurations
182 min
Updated Nov 26, 2024
08.2: Homework #7
Generate a security application with LLMs
182 min
Updated Nov 26, 2024
09.2: Final project
Build an LLM security application given what you've learned in this class
195 min
Updated Nov 26, 2024
02.1: LangChain Tour
Experiment with prompt templates, messages, chat models, safety settings, chains, and parsers in LangChain
21 min
Updated Nov 26, 2024
02.2: LangChain Documents
Experiment with document loading, chunking, and tokenizers in LangChain
30 min
Updated Dec 4, 2024
02.3: LangChain RAG application
Experiment with a retrieval augmented generation application in LangChain
29 min
Updated Nov 26, 2024
03.1: LangChain Agents
Experiment with agents and tools with LangChain for building autonomous applications
57 min
Updated Nov 26, 2024
01.1: Setup
Set up Google Cloud and LLM accounts
91 min
Updated Nov 26, 2024
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 Nov 26, 2024
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