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The 40-hour LLM application roadmap: Learn to build your own LLM applications from scratch

Data Science Dojo

In this blog, we’re going to discuss the importance of learning to build your own LLM application, and we’re going to provide a roadmap for becoming a large language model developer. So, whether you’re a student, a software engineer, or a business leader, we encourage you to read on!

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Understand ChatGPT Better Than 99% of People

Towards AI

How do we achieve thatWell, just like us humans, we write one word at a time. We write ‘The’ ‘cat’ ‘chased’ ‘the’ … And, you have probably already filled in the blank with the word ‘mouse’. Let’s first focus on the main mechanism of how the model can understand the words we or it have… Read the full blog for free on Medium.

AI 112
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How to use the top 8 AI tools for code generation?

Data Science Dojo

This has the potential to revolutionize the way we write software. This training allows the tools to learn the patterns and rules that govern code writing. Improved code quality: AI tools can help you write better code by identifying potential errors and suggesting improvements. What are AI tools for code generation?

AI 221
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Community Spotlight: Brett Mullins

DrivenData Labs

Afterward, I worked as research assistant at the Fiscal Research Center - a research group at GSU - on a project measuring income mobility in Georgia using government administrative data. What is a recent project you’ve worked on that you’re excited about or other interesting work you can share? Below is a brief description of each.

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Unveiling FlashAttention-2

Towards AI

The demand for new scenarios, such as long document queries and story writing, has resulted in an increase in the context length of large language models. To address this challenge, FlashAttention[1] is introduced as an attention mechanism that speeds up attention and reduces its memory footprint without any approximation.

AI 112
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Understanding the popular database management system: MySQL

Data Science Dojo

If you want to know how many sales occurred and who bought products last month, you write a query, send it to the server, and get a list of the relevant data. In this article, you will learn more about how it works, where it is used, and how to work with MySQL. What is MySQL? Imagine you have an online clothing store. What is SQL?

Database 195
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Understanding the popular database management system: MySQL

Data Science Dojo

If you want to know how many sales occurred and who bought products last month, you write a query, send it to the server, and get a list of the relevant data. In this article, you will learn more about how it works, where it is used, and how to work with MySQL. What is MySQL? Imagine you have an online clothing store. What is SQL?

Database 195