1.4: Exercises: Model Stress Testing

Examine the performance of different LLMs on a suite of tasks
36 min Updated Apr 10, 2024

4.1: Exercises: Securing LLM applications

Analyze the security of LLM applications
123 min Updated Jul 1, 2024

5.1: Exercises: Code Summarization

Use LLMs to aid in summarizing and reverse engineering code
84 min Updated May 13, 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 Configuration

Use LLMs to generate commands and configurations
57 min Updated May 17, 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 Apr 22, 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 testing your LangChain agent.
180 min Updated Apr 26, 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 Apr 12, 2024

2.2: LangChain Documents

Experiment with document loading, chunking, and tokenizers in LangChain
30 min Updated Jul 1, 2024

2.3: LangChain RAG application

Experiment with a retrieval augmented generation application in LangChain
24 min Updated Jul 1, 2024

3.1: LangChain Agents

Experiment with agents and tools with LangChain for building autonomous applications
42 min Updated Apr 19, 2024

1.1: Setup

Set up Google Cloud and LLM accounts
77 min Updated Apr 1, 2024

1.2: Ollama

Deploy an Ollama server for testing open language models
36 min Updated Apr 26, 2024

1.3: Programmatic Model Access

Access a range of LLMs from Python
28 min Updated May 22, 2024
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