1.4: Exercises: Model Stress Testing
Examine the performance of different LLMs on a suite of tasks
36 min
Updated Sep 30, 2024
4.1: Exercises: Securing LLM applications
Analyze the security of LLM applications
133 min
Updated Jul 1, 2024
5.1: Exercises: Code Summarization
Use LLMs to aid in summarizing and reverse engineering code
90 min
Updated Aug 30, 2024
6.1: Vulnerabilities and Exploitation
Use LLMs to aid in vulnerability discovery, exploitation, and patching
61 min
Updated Jun 21, 2024
7.1: Exercises: Commands and Configurations
Use LLMs to generate commands and configurations
57 min
Updated Aug 30, 2024
8.1: Code Generation
Perform code generation, editing, and translation using an LLM
42 min
Updated May 26, 2024
9.1. Threat Intelligence
Use LLMs to aid in threat intelligence tasks
54 min
Updated May 1, 2024
9.2: Social Engineering
Use LLMs to aid in social engineering tasks
21 min
Updated May 1, 2024
2.4: Homework #1
Create a custom LangChain RAG application of your own.
216 min
Updated Oct 9, 2024
3.2: Homework #2
Build-a-Bot Workshop. Create a custom LangChain agent of your own.
180 min
Updated May 31, 2024
4.2: Homework #3
Security test your LangChain agent.
180 min
Updated Aug 30, 2024
5.2: Homework #4
Write your own LLM application to aid in summarizing and reverse engineering code
182 min
Updated May 1, 2024
6.2: Homework #5
Write your own LLM application to aid in identifying, fixing, and exploiting vulnerabilities
182 min
Updated May 1, 2024
7.2: Homework #6
Write your own LLM application to generate and execute commands and configurations
182 min
Updated May 1, 2024
8.2: Homework #7
Generate a security application with LLMs
182 min
Updated May 29, 2024
9.3: Final project
Build an LLM security application given what you've learned in this class
195 min
Updated May 1, 2024
2.1: LangChain Tour
Experiment with prompt templates, messages, chat models, safety settings, chains, and parsers in LangChain
21 min
Updated Oct 9, 2024
2.2: LangChain Documents
Experiment with document loading, chunking, and tokenizers in LangChain
30 min
Updated Oct 4, 2024
2.3: LangChain RAG application
Experiment with a retrieval augmented generation application in LangChain
29 min
Updated Oct 9, 2024
3.1: LangChain Agents
Experiment with agents and tools with LangChain for building autonomous applications
42 min
Updated Sep 30, 2024
1.1: Setup
Set up Google Cloud and LLM accounts
91 min
Updated Sep 30, 2024
1.2: Ollama
Deploy an Ollama server for testing open language models
36 min
Updated Sep 25, 2024
1.3: Programmatic Model Access
Access a range of LLMs from Python
11 min
Updated Sep 30, 2024
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