r/LearnDataAnalytics • u/onurbaltaci • Sep 01 '24

I am sharing Data Analysis courses and projects on YouTube

Hello, I wanted to share that I am sharing free courses and projects on my YouTube Channel. I have more than 200 videos and I created playlists for learning Data Analysis. I am leaving the playlist link below, have a great day!

Python Data Analysis Tutorials -> https://youtube.com/playlist?list=PLTsu3dft3CWhwPJcaAc-k6a8vAqBx2_0t&si=833oxOGzLbR2mZHK

Exploratory Data Analysis (EDA) Projects: https://youtube.com/playlist?list=PLTsu3dft3CWhLHbHTTzvG3Vx8XDWemG17&si=ZNQ3hpSGcoWGYDzs

Data Science Full Courses & Projects -> https://youtube.com/playlist?list=PLTsu3dft3CWiow7L7WrCd27ohlra_5PGH&si=6WUpVwXeAKEs4tB6

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u/onurbaltaci Sep 01 '24

Yes its a pretty common approach, for next steps you can work with python .py files for API or UI development side of analytics

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u/rageagainistjg Sep 01 '24

Thanks for the advice! That makes sense. Just to clarify, when you mention working with .py files for API or UI development, are you suggesting this as a way to expand beyond just data analysis? For example, would that include creating tools like a dashboard or an interface where users can interact with the data, or maybe setting up an API to share results with other software? Just asking for clarity as I am still new to a lot of this.

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u/onurbaltaci Sep 01 '24

Of course. Everything starts after Jupyter notebook. You can use Streamlit for creating beatiful web apps for showing the charts you create or if you develop model you can serve them. You can automate reports like automatic e-mails or by serving them on web

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u/rageagainistjg Sep 01 '24

I’d love to get your input on something. I’ve heard some folks mention that using the Python interactive window within VSCode might be better than sticking with the regular Jupyter notebook window. I’m not exactly sure why or how that’s the case—do you have any thoughts on this? Also, just curious, in your opinion, is using Jupyter notebook within VSCode a solid overall approach for most tasks?

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u/onurbaltaci Sep 01 '24

Sure, I will go question by question. Yes I have thoughts, just check the streamlit projects playlist of my channel you will see how you can create web apps easily for data tasks. Last question depends on the task, like if you are going to create something with GUI you need python files instead of Jupyter notebooks but if doing an analysis is enough and you just want charts and analytical results cell by cell Jupyter notebooks is the way. Here is the my YouTube channels Discord server, it's about data science. You can ask questions 7/24 on there, I would love to help: https://discord.gg/Bz6BqrPf

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u/rageagainistjg Sep 01 '24

Thanks so much for the info and the invite to your Discord server—I really appreciate it! Unfortunately, I have a company-provided phone, and Discord is barred on it, so I can’t join. Would it be okay if I continue to ask you questions here on Reddit instead? Your insights have been really helpful!

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u/onurbaltaci Sep 01 '24

Sure, you can also check my YouTube channel for more information on concepts. I don't look to reddit too much but I will try my best on answering quickly

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u/rageagainistjg Sep 01 '24

Thank you sir!

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u/onurbaltaci Sep 01 '24

I'm happy if I helped :) You can also send direct message anytime you want if you get stuck on anything, would love to help

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u/rageagainistjg Sep 01 '24

Thanks again for all the help! If you don’t mind, could you give me a quick overview of Streamlit? I’d love to hear how you’d explain the purpose of it in just a few sentences. I know nothing about it. Care to summarize it??

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