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By - Luke Barousse

SQL for Data Analytics โ€“ Full Intermediate Course

SQL for Data Analytics โ€“ Full Intermediate Course

Luke Barousse

0 mins
2861+ students

๐Ÿ“ About This Course

๐ŸŒŸ Course Problems & Certificate ๐Ÿ‘‰ https://lukeb.co/int-sql ๐Ÿ”— Course Resources & Links ๐Ÿ‘‰ https://www.lukebarousse.com/int-sql ๐Ÿ—’๏ธย Blank SQL Notebook ๐Ÿ‘‰ย https://lukeb.co/int-sql-colab My FREE Course to be a Data Analyst ๐Ÿ‘‰ https://lukebarousse.com/5daycourse ๐—–๐—ผ๐˜‚๐—ฟ๐˜€๐—ฒ ๐—ข๐˜‚๐˜๐—น๐—ถ๐—ป๐—ฒ โ–”โ–”โ–”โ–”โ–”โ–”โ–” 0๏ธโƒฃ Intro 00:00 - About Course: Welcome 04:41 - About Course: Q&A 08:34 - Colab Notebooks 19:19 - Database Overview `net_revenue` Calculation Correction ๐Ÿ‘‰ https://youtu.be/B9HJGN07FrQ 1๏ธโƒฃ Pivot With Case Statements 37:44 - Basic Aggregation 52:24 - Statistical Aggregations 1:04:47 - Advanced Segmentation 2๏ธโƒฃ Date Time 1:25:28 - Date Format 1:33:13 - Date Filtering 1:42:19 - Date Differences 3๏ธโƒฃ Window Functions 1:53:36 - Syntax 2:11:59 - Aggregation 2:32:36 - Ranking 2:47:16 - Lag Lead 3:01:28 - Frame Clause 4๏ธโƒฃ Local DB Setup 3:14:21 - Install PostgreSQL 3:25:38 - Install DBeaver 5๏ธโƒฃ Views 3:45:59 - View Intro 4:06:27 - Project Cohort Revenue 4:16:17 - Install VSCode 6๏ธโƒฃ Data Cleaning 4:36:22 - Conditional Handle Nulls 4:49:05 - String Formatting 4:55:52 - Project Customer Segmentation 7๏ธโƒฃ Query Optimization 5:10:55 - Explain Intro 5:26:29 - Optimization Techniques 5:42:10 - Project Customer Retention 8๏ธโƒฃ Share Project 6:04:16 - Create GitHub Repo 6:22:27 - Share on LinkedIn ๐— ๐˜† ๐—–๐—ผ๐˜‚๐—ฟ๐˜€๐—ฒ๐˜€ ๐—ณ๐—ผ๐—ฟ ๐——๐—ฎ๐˜๐—ฎ ๐—ก๐—ฒ๐—ฟ๐—ฑ๐˜€ โ–”โ–”โ–”โ–”โ–”โ–”โ–”โ–”โ–”โ–”โ–”โ–” ๐Ÿ’ฝ SQL for Data Analytics ๐Ÿ‘‰๐Ÿผ https://youtu.be/7mz73uXD9DA โŽ Excel for Data Analytics ๐Ÿ‘‰๐Ÿผ https://youtu.be/pCJ15nGFgVg ๐Ÿ Python for Data Analytics ๐Ÿ‘‰๐Ÿผ https://youtu.be/wUSDVGivd-8 โš›๏ธ ChatGPT for Data Analytics ๐Ÿ‘‰๐Ÿผ https://youtu.be/uhyMqbZI6rM ๐Ÿ™Œ Support my FREE Courses ๐Ÿ‘‰๐Ÿผ https://lukeb.co/courses ๐—ฆ๐—ผ๐—ฐ๐—ถ๐—ฎ๐—น ๐— ๐—ฒ๐—ฑ๐—ถ๐—ฎ โ–”โ–”โ–”โ–”โ–”โ–” ๐Ÿ“ซ Newsletter: https://lukebarousse.com/5daycourse ๐Ÿ‘จ๐Ÿผโ€๐Ÿ’ผ LinkedIn: https://www.linkedin.com/in/luke-b/ ๐Ÿ…ง X/Twitter: https://twitter.com/LukeBarousse ๐ŸŒ„ Instagram: https://www.instagram.com/lukebarousse/ โฐ TikTok: https://www.tiktok.com/@lukebarousse ๐—ž๐—ฒ๐—น๐—น๐˜†'๐˜€ ๐—ฆ๐—ผ๐—ฐ๐—ถ๐—ฎ๐—น ๐— ๐—ฒ๐—ฑ๐—ถ๐—ฎ โ–”โ–”โ–”โ–”โ–”โ–”โ–”โ–”โ–” Kellyโ€™s LinkedIn: https://www.linkedin.com/in/kellyjianadams/ Kellyโ€™s Website: https://www.kellyjadams.com As an Amazon, Coursera, and Parallels Affiliate Program member, I earn a commission from qualifying purchases on the links above. This does not cost you anything but helps support making more content. #datanerd #dataanalyst #dataanalytics

๐Ÿš€ What You'll Learn

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Complete understanding of the topic

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Real-world examples and use cases

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