Join us for an intensive LLM Bootcamp with Apache Cassandra, where you'll gain in-depth knowledge of Global Scale Machine Learning and Language Models. This comprehensive bootcamp is designed for both beginners and experienced practitioners looking to advance their skills in LLM engineering and application development.
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Week 1 (Available on-demand): Intro to Global Scale ML/LLM&nbsp;
In this foundational week, we'll introduce you to the world of Language Models (LLMs) and explore the differences between traditional machine learning and LLM. You'll learn essential techniques in prompt engineering and gain hands-on experience in Python, covering both good and bad prompts. Prerequisite:&nbsp;
<ul>
<li style="font-weight: 400;" aria-level="1">Free OpenAI ChatGPT Account</li>
<li style="font-weight: 400;" aria-level="1">Free Github Account (for Gitpod/Colab) .&nbsp;</li>
</ul>
Week 2 (Available on-demand): Design Patterns for LLM Inside Apps
Discover the power of Language User Interfaces and Retrieval Augmented LLM in this week's sessions. We'll delve into the concept of embeddings and vector databases, followed by a hands-on exploration of basic retrieval augmentation using Cassio with Apache Cassandra CQL and Vector Search.&nbsp;
Prerequisite:&nbsp;
<ul>
<li style="font-weight: 400;" aria-level="1">Free Datastax Astra Account with Vector Search</li>
<li style="font-weight: 400;" aria-level="1">Free OpenAI ChatGPT Account</li>
<li style="font-weight: 400;" aria-level="1">Free Github Account (for Gitpod/Colab) .&nbsp;</li>
</ul>
Week 3 (Available On-demand): Agent X - Build the AI Agent Experience
We will unpack and demonstrate how you can use Large Language Models (LLMs), LangChain, NoSQL, and Agent Data services to craft inspiring GenAI experiences with your unique datasets. For more information check out the event line up <a href="https://www.datastax.com/gen-ai-agent-x?utm_medium=display&amp;utm_source=datastax&amp;utm_campaign=LLM_bootcamp&amp;utm_content=LLM_bootcamp">here</a>.&nbsp;
Week 4 (Now on-demand): Deepdive into Open Source LLM Frameworks 1
Get ready to dive deep into open-source LLM frameworks! We'll review data and retrieval augmented LLM frameworks, including LangChain and LlamaIndex. With practical exercises using Cassio, you'll build a simple agent leveraging either LangChain and optionally LlamaIndex.
Prerequisite:&nbsp;
<ul>
<li style="font-weight: 400;" aria-level="1">Free Datastax Astra Account with Vector Search</li>
<li style="font-weight: 400;" aria-level="1">Free OpenAI ChatGPT Account</li>
<li style="font-weight: 400;" aria-level="1">Free Github Account (for Gitpod/Colab) .&nbsp;</li>
</ul>
Week 5 (July 25): Deepdive into Open Source LLM Frameworks 2
Continuing our exploration of open-source LLM frameworks, we'll cover Semantic Kernel, another powerful tool. You'll have the opportunity to create a simple agent using Semantic Kernel and Cassio, gaining hands-on experience in leveraging its capabilities.&nbsp;
Prerequisite:&nbsp;
<ul>
<li style="font-weight: 400;" aria-level="1">Free Datastax Astra Account with Vector Search</li>
<li style="font-weight: 400;" aria-level="1">Free OpenAI ChatGPT Account</li>
<li style="font-weight: 400;" aria-level="1">Free Github Account (for Gitpod/Colab) .&nbsp;</li>
</ul>
Don't miss this chance to advance your skills in LLM and harness the potential of Apache Cassandra! Enroll now to secure your spot in this comprehensive LLM Bootcamp.
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Attend all 5 sessions and earn your Real-Time AI DataStax Badge!&nbsp;

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Building an Infinite Scale AI with Apache Cassandra

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LLM Bootcamp with Apache Cassandra

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Rahul Singh