ChatGPT and SQL

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Maven Analytics and John Pauler

1:23:57

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01 - Introduction

01 - The future is now Intro to AI for data analytics.mp4

01:29

02 - Setting expectations.mp4

01:46

02 - 1. Why AI for Data Analytics

01 - Why AI is a game-changer for data analysis.mp4

03:58

02 - AI use cases for data analytics.mp4

01:32

03 - 2. Intro to AI, LLMs, and ChatGPT

01 - The AI landscape.mp4

03:21

02 - Generative AI and large language models.mp4

04:35

03 - The road to ChatGPT.mp4

05:10

04 - Generative AI tools.mp4

02:25

05 - Warning Pitfalls of ChatGPT.mp4

02:56

06 - Accessing ChatGPT and Google Bard.mp4

01:30

04 - 3. Prompt Engineering

01 - Intro to prompt engineering.mp4

01:53

02 - Prompt tip Be clear and specific.mp4

01:09

03 - Prompt tip Provide context.mp4

01:07

04 - Prompt tip Establish roles.mp4

00:54

05 - Prompt tip Set the tone.mp4

01:24

05 - 4. ChatGPT for SQL

01 - Intro to ChatGPT for SQL.mp4

01:29

02 - Explain fundamental SQL concepts.mp4

06:01

03 - Explain a SQL query.mp4

06:57

04 - Add comments to a SQL query.mp4

05:09

05 - Debug and troubleshoot SQL code.mp4

07:32

06 - Create a SQL query from scratch.mp4

08:29

07 - Optimize SQL queries.mp4

09:32

06 - Conclusion

01 - Key takeaways and next steps.mp4

03:39

Description

AI is changing the world around us, and completely revolutionizing the way we work. Data professionals now have access to tools that provide superpowers to work smarter and faster than ever before. In this course, the Maven Analytics team guides you through the world of deep learning and generative AI and shows you how to leverage SQL and ChatGPT together to work more efficiently and make smarter, data-driven decisions.

Explore the rapid rise of large language models like ChatGPT and Google Gemini, and get up and running with free tools that will take your skills to the next level. You'll also dive into the art of prompt engineering, review tips and best practices for generating consistent and accurate model outputs, and find out how to address common limitations and pitfalls to be aware of. From there, John Pauler takes you through some of the most powerful and practical ChatGPT use cases for data science and analytics, with instructor-led demos in SQL.

Note: This course was created by John Pauler and Maven Analytics. We are pleased to host this training in our library.

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Artificial Intelligence

Microsoft SQL

Maven Analytics and John Pauler

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Linkedin Learning

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LinkedIn Learning is an American online learning provider. It provides video courses taught by industry experts in software, creative, and business skills. It is a subsidiary of LinkedIn. All the courses on LinkedIn fall into four categories: Business, Creative, Technology and Certifications. It was founded in 1995 by Lynda Weinman as Lynda.com before being acquired by LinkedIn in 2015. Microsoft acquired LinkedIn in December 2016.