1.4: Exercises: Model Stress Testing

Examine the performance of different LLMs on a suite of tasks
36 min Updated Sep 30, 2024
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4.1: Exercises: Securing LLM applications

Analyze the security of LLM applications
133 min Updated Oct 22, 2024
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5.1: Exercises: Code Summarization

Use LLMs to aid in summarizing and reverse engineering code
90 min Updated Oct 30, 2024
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6.1: Vulnerabilities and Exploitation

Use LLMs to aid in vulnerability discovery, exploitation, and patching
61 min Updated Nov 6, 2024
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7.1: Exercises: Commands and Configurations

Use LLMs to generate commands and configurations
60 min Updated Nov 13, 2024
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8.1: Code Generation

Perform code generation, editing, and translation using an LLM
60 min Updated Nov 20, 2024
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9.1. Threat Intelligence

Use LLMs to aid in threat intelligence tasks
54 min Updated May 1, 2024
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9.2: Social Engineering

Use LLMs to aid in social engineering tasks
21 min Updated May 1, 2024
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2.4: Homework #1

Create a custom LangChain RAG application of your own.
216 min Updated Oct 9, 2024
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3.2: Homework #2

Build-a-Bot Workshop. Create a custom LangChain agent of your own.
180 min Updated Oct 15, 2024
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4.2: Homework #3

Security test your LangChain agent.
180 min Updated Aug 30, 2024
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5.2: Homework #4

Write your own LLM application to aid in summarizing and reverse engineering code
182 min Updated Oct 15, 2024
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6.2: Homework #5

Write your own LLM application to aid in identifying, fixing, and exploiting vulnerabilities
182 min Updated Oct 15, 2024
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7.2: Homework #6

Write your own LLM application to generate and execute commands and configurations
182 min Updated Oct 15, 2024
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8.2: Homework #7

Generate a security application with LLMs
182 min Updated Oct 15, 2024
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9.3: Final project

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

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

Experiment with document loading, chunking, and tokenizers in LangChain
30 min Updated Oct 4, 2024
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2.3: LangChain RAG application

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

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

Set up Google Cloud and LLM accounts
91 min Updated Sep 30, 2024
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1.2: Ollama

Deploy an Ollama server for testing open language models
36 min Updated Sep 25, 2024
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1.3: Programmatic Model Access

Access a range of LLMs from Python
11 min Updated Sep 30, 2024
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