How to Use GitHub Copilot for Data Science (Python + VS Code)
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- Опубликовано: 28 май 2024
- In this video, we are going to explore GitHub Copilot and how it can accelerate your Python data science work. I will demonstrate how I use it in VS Code, how you can get started as well, and some powerful features from GitHub Copilot Labs. When you combine this with ChatGPT-4 you become superhuman haha.
👉🏻 Resources for this video: docs.datalumina.io/q1VcXNLunz...
⏱️ Timestamps
00:00 Introduction
00:31 Code Auto-Completion
02:23 Install GitHub Copilot
03:42 Copilot Tips & Shortcuts
05:46 GitHub Copilot Labs
10:40 The Future of Coding
👋🏻 About Me
Hey there, my name is @daveebbelaar and I work as a freelance data scientist and coach. You've stumbled upon my RUclips channel, where I give away all my secrets when it comes to working with data. I'm not here to sell you any data course - everything you need is right here on RUclips. Making videos is my passion, and I've been doing it for 18 years. I just genuinely enjoy helping people.
While I don't sell any data courses, I do offer a coaching program for data professionals looking to start their own freelance business. If that sounds like you, head over to www.datalumina.io/ to learn more about working with me and kick-starting your freelance career. 
Наука
Dave,
Your videos are changing my life.
I can already see it happening in my work this morning, and I incorporated the findings from this video only yesterday. I am a consulting engineer, and I am increasingly using data science for mechanical system controls diagnosis and optimization, so this is huge stuff for turbocharging my trajectory.
Thank you for posting your educational material. It is high quality, and I appreciate the effort you put in.
- Ryan
Thanks Ryan, love to hear that my videos are helping you in your work! 🙏🏻
I have been missing out on such great nuggets for AI mentorship. Am glad I found your channel. I was lost in of too many online brands
Great Video! You just convinced me to subscribe. Copilot Lab seems magica! Thanks! 👍👍
dave you are the best thing that happened to me in my data science career. thanks a lot and please do not stop uploading your videos.
Man, I know Github Copilot and use it daily, but still watching your video, just in case. Great stuff man, love your enthusiasm, the music and your voice. You make us powerful!
Very informative and helpful!
Dave, this is great! I don't think I can go back without copilot/lab! Thank you so much for your great videos!
It's a total game changer!
Very good video. Thanks for sharing
Hi Dave, thank you for your great videos. How do you like the copilot compared to the hugging face plug in for vs code?
The make more robust thingy is just adding book keeping code, if you had errors in your code it will show the source code if your code is written in a self-commenting way.
Hi greate video, how do you manage to get interactive mode beside your script? I didn't see #%% in your code.
Could you make a video about POO applied for data science, please? When to use, how to use and how to turn jupyter notebook code into python scripts ready for production.
Great!
How good is it in finding bugs that are "spread" or connected over multiple files? Can it help with this?
This is amazing, but how do I use Github Copilot in Jupyter notebooks for VSCode?
I just new to VSC. How to show interactive result on the right? I will check ur video. Thx
Check out this video: ruclips.net/video/zulGMYg0v6U/видео.html
I tried it and it also changed the way I was programming. Once my trial ended I was trying to find a free or open-source solution until I came across codeium. I would love to know your opinion about github copilot vs codeium from a DS perspective.
I haven't looked into codeium, but I will check it out!
Wow! What is the theme used in vscode?
Atom One Dark + Material Icon Theme
mmmmmmm, do you think this would replace us one day??
It won't be taking over the jobs of data scientists anytime soon, but it's definitely going to shake things up in the data science world. We still need humans to assess the problem, the data, and the predictions generated by AI. However, we can't deny that AI's capabilities are growing at an incredible rate, and it's hard to predict just how much it will change the game. So, yeah, things are definitely going to get interesting!
Did the calculator replace us humans? Of course not, you have to use it in order to not get replaced.
It will replace people who are just code monkeys. However, most of the uses of the tools seem to simply add code like the make the code more robust option... If the code had errors it would be better to look at the source code rather than just an error message.