Can You Solve These 3 Data Analysis Puzzles? (AnalystBuilder & Python Pandas)

Check out AnalystBuilder!

Join me as I dive into the Analyst Builder platform created by fellow YouTuber @AlexTheAnalyst! In this video, we tackle a series of Python programming challenges, demonstrating real-time problem-solving and coding skills. We navigate through various tasks, from identifying high-risk heart attack patients using data analysis to manipulating strings and solving complex data queries. Whether you're a seasoned programmer or just starting, this video offers insights into Python programming and practical data analysis techniques.

Highlights
- Overview of Analyst Builder platform and its user-friendly interface.
- Coding session solving Python problems related to data analysis and manipulation.
- Detailed walkthrough of three distinct challenges: heart attack risk assessment, customer data anonymization, and sales data analysis for a bakery contest.

Python & Programming Skills Used:
- Writing efficient Python queries to extract specific data from data frames.
- Utilizing Pandas for data analysis, including conditional filtering, sorting, and grouping.
- Implementing string manipulation techniques for data anonymization.
- Leveraging pivot tables for comparative analysis of sales data.
- Dynamic problem-solving and debugging using Python in a real-world scenario.

If you have any questions, let me know in the comments!
If you enjoyed this video, make sure to throw it a like & subscribe for all future content :)

Video timeline!
0:00 - Overview & Getting Started
0:50 - 1. Predicting Heart Attack Risk (Easy Problem)
6:44 - 2. Data Anonymization (Medium Problem)
11:53 - 3. Dessert Duel (Hard Problem)

Keywords: #Python #Pandas #DataAnalysis #AnalystBuilder #ProblemSolving #Coding #Tutorial #DataScience

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[KeithGalli]

Hope you enjoy this video :). Working on some longer tutorials, but going to try to post intermittent videos like this as well. If you have suggestions, let me know!

[AlexTheAnalyst]

Hey thanks for trying it out! Really glad you enjoyed it! 😁🙌

[abletmuhtar]

# heart attack risk
( patients
.query(' age > 50 and cholesterol > 240 and weight > 200 ')
.sort_values('cholesterol', ascending = False)
)

[DatabaseAdministration]

Your tutorials are incredible. Hoping you'd make 10 hour+ tutorials about ai technologies. I will watch everything you put out. Much Love.

[GevheriHere]

It's nice to see you again! Greetings from Turkey 😊

[MichaelUntch-hkqy]

Hey Keith

Sorry for asking an off-topic question:

Are you still teaching at Masterschool?
I am interested in one of their programs and now am trying to find out if its worthy or if its morelikely a hoax and i would be better off reaching my goals in a different way.


I would really really appreciate giving me an answer to what you think about it. I Need your advice


Shalom from Germany

Michael

[JOHNSMITH-verq]

what is the point of doing this when gpt4 can do it better and faster?? What alpha is there left in memorising syntax like this anymore?? Serious question! Genuinely -- how is this going to help at all? Isn't it more important to grasp the underlying concepts and be able to do creative things, whereas syntax has now been totally abstracted away to LLMs?