1.4: Exercises: Model Stress Testing

Examine the performance of different LLMs on a suite of tasks
36 min Updated Sep 30, 2024
Start

4.1: Exercises: Securing LLM applications

Analyze the security of LLM applications
133 min Updated Oct 22, 2024
Start

5.1: Exercises: Code Summarization

Use LLMs to aid in summarizing and reverse engineering code
90 min Updated Oct 30, 2024
Start

6.1: Vulnerabilities and Exploitation

Use LLMs to aid in vulnerability discovery, exploitation, and patching
61 min Updated Nov 6, 2024
Start

7.1: Exercises: Commands and Configurations

Use LLMs to generate commands and configurations
57 min Updated Aug 30, 2024
Start

8.1: Code Generation

Perform code generation, editing, and translation using an LLM
42 min Updated May 26, 2024
Start

9.1. Threat Intelligence

Use LLMs to aid in threat intelligence tasks
54 min Updated May 1, 2024
Start

9.2: Social Engineering

Use LLMs to aid in social engineering tasks
21 min Updated May 1, 2024
Start

2.4: Homework #1

Create a custom LangChain RAG application of your own.
216 min Updated Oct 9, 2024
Start

3.2: Homework #2

Build-a-Bot Workshop. Create a custom LangChain agent of your own.
180 min Updated Oct 15, 2024
Start

4.2: Homework #3

Security test your LangChain agent.
180 min Updated Aug 30, 2024
Start

5.2: Homework #4

Write your own LLM application to aid in summarizing and reverse engineering code
182 min Updated Oct 15, 2024
Start

6.2: Homework #5

Write your own LLM application to aid in identifying, fixing, and exploiting vulnerabilities
182 min Updated Oct 15, 2024
Start

7.2: Homework #6

Write your own LLM application to generate and execute commands and configurations
182 min Updated May 1, 2024
Start

8.2: Homework #7

Generate a security application with LLMs
182 min Updated May 29, 2024
Start

9.3: Final project

Build an LLM security application given what you've learned in this class
195 min Updated May 1, 2024
Start

2.1: LangChain Tour

Experiment with prompt templates, messages, chat models, safety settings, chains, and parsers in LangChain
21 min Updated Oct 9, 2024
Start

2.2: LangChain Documents

Experiment with document loading, chunking, and tokenizers in LangChain
30 min Updated Oct 4, 2024
Start

2.3: LangChain RAG application

Experiment with a retrieval augmented generation application in LangChain
29 min Updated Oct 9, 2024
Start

3.1: LangChain Agents

Experiment with agents and tools with LangChain for building autonomous applications
57 min Updated Oct 17, 2024
Start

1.1: Setup

Set up Google Cloud and LLM accounts
91 min Updated Sep 30, 2024
Start

1.2: Ollama

Deploy an Ollama server for testing open language models
36 min Updated Sep 25, 2024
Start

1.3: Programmatic Model Access

Access a range of LLMs from Python
11 min Updated Sep 30, 2024
Start
Loading Codelabs, please wait...