Full Introduction to SPYDER - the best Python IDE for Data Science
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- Опубликовано: 27 окт 2024
- This video is covering an introduction to the most important features of spyder. This IDE is used widely in the field of Data Science & Machine Learning as it enables a very high coding efficiency and great visualization tools.
What is your favorite IDE? Let me know in the comments below :)
Installation Guide for Anaconda: • Anaconda Installation ...
#Python #DataScience #MachineLearning
Thank you for this. Up to now I've only been writing Python in Jupyter notebooks for my Data Analytics studies and really wanted to break free of Jupyter and get experience on other platforms. This was FABULOUS to give me a taste of what it would be like to work in Spyder and help break down my "fear of the unknown" without having to invest an hour or more to watch a full demo. Really appreciate your help!
Happy to read that. Thanks a lot for watching :-)
i am a beginner in python but this video has already given me all that I need. Thanks
Awesome! Thanks a lot for watching mate
These are good tips. I'm new to Spyder and python in general.
Did you know you can change the value of variables in the variable explorer? Just double-click the value to change it to anything you want. You can check that it's changed in the console. However, when you run the script again, it will change back.
Using spyder since a long time now and I didn’t know that. Thanks a lot for your valuable comment! You can actually do that with lists as well and append items by hand to that. Nice!
Rarely comment and just thought I'd say thanks for this and ALL your valuble content for those starting out with Algo Trading (but not trading)
You are making difference as your stuff actually works.
I'm stopping for a while and going through some of your playlists.
THANKS!
Feel honored to get a comment from you! Be invited to check out my other videos and even praise me with more comments 😛 Thank you mate
Great video man! Tight and short with a good insight into Spyder's basic features. As a post-graduate student in Data-driven financial management with no programming background in Python, I found it very helpful. Thanks
Thanks for watching mate! If you have a financial management background you are invited to basically check out all my videos :-P
I feel this is the best ide tool to use for me. Thanks for the videoing and i love it.......................................
Thanks :-) Happy to read!
Very good video. Short, sweet and to the point. Excellent!!
Thanks a lot mate :-)
Excellent tips and features of Spyder that really open up learning. Thank you!
Welcome buddy! Be invited to check out my other stuff :-)
It's pretty much an rstudio client with python. I like it
Yes it is very similar :-)
Yes yes yes. Fantastic lol. Sorry im more excited than i should be 🤣
loved it ! much better than jupyter notebook
Both have their use cases :-)
love this video! just moving from R to Python
I've been using Spyder for a few months now and it's quickly become my favorite IDE for Python (others I've tried are Jupyter notebooks, the free version of PyCharm, and Python's own IDLE).
There are plenty more features not shown in the video like projects handling, the debugger (and the way it's integrated into the variable explorer), its in-built file manager, direct access to the terminal, the code analyzer, configurable hotkeys, the comprehensive functionality built into the editor, and probably a ton of stuff that I either didn't think of or am unaware of.
Of course this is just my opinion -- you say tom-AY-to, I say tom-AR-to.
Big fan of your work! Thank you for everything that you do.
You motivated it me to finally start learning Python and pick up my previously learned basics again.
I am actually trying to build a Binance bot using your previous video but not in Jupyter but in Spyder. I figure might as well start using Spyder immediately.
Are there any big differences I should be aware of when running the scripts to automate the bot? Would love to see a full video on spider usage and automated bot deployment.
Thanks again.
Thanks man!
You can check out the newer vids in the cryptobot playlist. The same rules (using nest Asyncio / using WebSocket) applies to using Spyder.
Very good demo. Short and precise.
Thanks for your feedback mate, really appreciate it! :-)
awe some ,based on my search nobody explain this, thank you
Cool, thanks for watching man :-) Be invited to check out my other stuff.
Dude, you salute from Texas. This was a spectacular video.
Thanks a lot for watching mate :-)
Greetings to Texas.
great quick video! appreciate it. I like this more than Jupyter Notebook.
Thanks mate. I think both are good!
Your video is real time saver ❤️, I really like the way you conclude the video. Amazing captivating... ❤️❤️❤️❤️
❤️ Thanks for your kind words
love the enthusiasm, a little concerned on how saving plots will affect the RAM but i find the feature to run cells very useful for debugging
The good old times when I started this channel full of enthusiasm :D
Very helpful, just getting into python and this has some very cool features.
thanks for your feedback, happy to read that!
@@Algovibes
Pycharm was a disaster. Finally something that just works out of the box. Thanks.
Wow! Awesome introduction
thanks my man
Spyder looks so great and easy to work with. Can you make more videps about Spyder, PLS.
Right now I have not planned on additional Spyder videos but please consider the following as you recently commented you just started with Python.
The IDE which you are using is a nice tool and can be helpful but is not that important to learn Python. Try to focus on the basic syntax, find the field you are interested in (e.g. Webdev, Data Science, Analytics,....) and then build some stuff (in the best case something what you are interested in in your private life and not just a project which you are getting suggested).
I hope I could help you out with that!
Best regards
Thankyou sir ❤ it was very helpful ☺️
Welcome mate :-)
Great stuff we’ll presented, I learned a lot! Thanks!
Thanks my man
simple and effective intro, well done
Thx for watching mate
Thank you my friend , i needed this , you have helped many people with your wisdom , may your god(s) bless you properly .
I Subscribed homie, seems like you really know your sh*t, i looked a was like F**k , this guy aint fu**in around , damn dog , i didnt know it was like that yo
Thank you so much for subscribing my man. Funny comment :D
@@Algovibes i like to portray multiple personalities. I live alone and im a nerd, im sure you get it
thank you very much
i'm just beginning data science
Welcome :-)
Good luck on your journey!
Just saw this video...mate you don't know that you helped me in correct time with this video... I am using python 3.8 version and i am new so i can not find the variable explorer.... So i followed your instructions in a comment.... And then boom i find the way.. and now i am working in variable explorer... Thank you so much 🙏🏻🙏🏻🙏🏻
Hi mate,
thanks a lot for your kind comment. Very happy to hear that :-)
No no thanks to you man because you made this video that's where i get help in time🙏🏻🙏🏻 thank you once again
Thankyou, it help me a lot as beginner.
Happy to read!
Amazing! Could you introduce more on debugging using Spyder? Thanks.
Thanks buddy
I think the variables pane is verrrry useful
Yes it is indeed :-)
This was very clean and helpful. Thanks!
Thank you very much for watching :-) Very glad it was helpful.
It's funny because I started with Spyder and everyone tells me I need to try others like VS Code. But each time I try others I miss the features of Spyder and want to go back.
Just use whatever you feel the most comfortable with. But VS code is a great choice as well.
Good handy video. I started with Jupyter, tried vsc and spyder but like spyder.
Same :-)
love this! thanks
Happy to read :-) Thanks a lot for watching.
Great man!
Thanks buddy, be invited to check out my other stuff :)
thank you for this great lecture.
Thank you very much for watching mate. Appreciate your comment.
Don't see that as a lecture, that's an insult to the professors out there :-)
Spyder seems like the IDE to use for people like myself who are used to matlab.
I dodged using Matlab :D When I was going to university the academic switch to R already took place.
@@Algovibes Im a post doc atm, and matlab is still very common here. I really like it myself so no regrets there.
It's very useful.. Really helpful for beginners 👍👍
Great to hear :-) Thank you very much for watching.
yea thanks 4 that - I had pycharm, but I could not set correctly the fonts, so spyder is better! - thanks again!
Both are good options!
wow this is very helpful
Happy to read!
Bro pls make a video.. in which you show how to create real time candle stick , renko , and other charts.. using crypto api.. like binance
And pls also show ho to place indicator on that chart.. and how to send signals
It will be a great help.. pls bro
This is amazing! Thank you so much!
Thanks for watching and your kind words :-)
good afternoon, very good video, but I have a question the ram usage at the bottom of the ide is normal ? my memory says 80 to 70% ?
Man whats your tips for junior python developer to become an expret
Thankyou man, I was always confused between Jupyter and Spyder
Welcome :-)
nice video👍 short but useful
thanks buddy
please i need assistance Mr Silvia, i have installed openseespy successfully and i write these lines of code in Spider IDE
import openseespy.opensees as op
import openseespy.postprocessing.Get_Rendering as opp
But this is what is popping up:
File c:\users\hp\desktop\spider python\mainanalysi1s.py:2
import openseespy.postprocessing.Get_Rendering as opp
ModuleNotFoundError: No module named 'openseespy.postprocessing.Get_Rendering'
how can i rectify it?
What is the Skript used for and what is the console used for? I don’t understand the purpose
For universite Spydr or VS code?
Ty for ur work
Doesn't really matter, purely depends on your preference. I was using mostly Spyder when writing my thesis. But for fast prototyping I think Jupyter is the best choice.
Please do another video just like this one!!
Thank you for watching and your comment. Haha :-D I will see what I can do but I love to see I could convince some people using Spyder.
@@Algovibes yes please! It would be great keep showing the cool things spyder has. For example kite, which I know it has but I dont know how to use.
well done mate.
Thanks buddy :-)
I just started learning Python/Spyder. I have tried to understand how Spyder works by on-line search. This video is definitely a better one in terms of precise and clear explanation on the basics of Spyder. My Python codes need to import various modules, which I found most difficult to handle. Now I am able to create an environment that includes all required modules in conda navigator and then write the script and run in Spyder. But I need to share the code with others and am wondering if I can use Spyder to create a package(folder) that includes all necessary files so that the other people can run from cmd. I did some on-line search, but did not find much useful information. Is it something you can explain in a few sentences or point to some resources? Thanks.
very helpful, thanks!
Happy it was helpful! Thanks for watching :-)
Hi, the last commond didn't work for me, do we have to install matlab library seprately?
No, you actually don't as Matplotlib comes with the Anaconda distribution.
When I type in the left hand terminal (is that the right word?) [print (5+5)] it just prints print (5+5)?
Nice, thanks!
Thanks for watching :-)
Spyder is the best of data science? Greetings from Chile
From a viewpoint of today I would say: No. But it's quite a catchy title so I am keeping it as it is 😛
@@Algovibes so what IDE is the best? Thanks
I used Spyder six months ago when I was just starting with Python and had issues with it periodically crashing and then taking forever to boot up again (it takes a long time to boot most of the time, as you mentioned). I also actually did _not_ like the word completion because the pop-ups blocked my view of other things on the screen. Can that be turned off?
I actually like the autocompletion feature but you can turn that off by disabling fallback provider.
Which one is better for data science spyder or jupyter?
I am using a combination of both and I am enjoying that!
great!!!! thank you
Thanks for watching buddy :-)
thank you!
Thx for watching :-)
Jupyter Notebook is the best. The interractivity is very comfortable.
Agreed but in some cases an IDE is more convenient and efficient in my experience.
how to add horizontal scroll in consol, to see all the columns in from DataFrame? Right now columns comes one under another as width of consol ends.......if there is no horizontal scroll ,i'll have to use Jupyter. Please help me
You can just extend the width of the console. As an alternative use the variable explorer and doubleclick the dataframe. You will have a full view on all values in the dataframe then.
@@Algovibes I have as long as 80 columns to work. I don't think that can be seen i single screen. Is there any way i can add horizontal scroll?,like it comes in jupyter.
Would love to see a video of you creating a trading bot using spyder. Any chance you can make one?
Thanks for the suggestion man. All the shown bots should work on Spyder as well. In specific the newer ones in the cryptobot playlist where I am not using async function anymore.
Thanks!
Thx for watching :-)
Thanks man
Thanks for watching :-)
I am not seeing "variable explorer", "plot" etc in the inspector window, can you please help
I didn't have variable explorer option what should I do 😢😢
damn, to be fair video is roughly 3 years old. There might be some changes. Not using Spyder really anymore atm
I was using Jupyter Notebook and it kept asking for a password, for which you have to go through hoops. So I fixed that in Configuration. That lasted for three sessions then it wanted a password again. Really annoying so I deleted it. Geez, I'm just doing programming at home. I don't need all this security crap. That should be an Option. Trying Spyder now. It seems pretty good. Although you can't pin it to the windows taskbar for some odd reason.
yep. i'm in
You mean I convinced you using Spyder? :D
Migrated from Eclipse to Sypder today, I have multiple environments. Do I need to install Spyder to each environment? In Anaconda Navigator, it seems so.
First of all thanks a lot for watching and your comment. I have never used Eclipse but my guess would be yes as I am using Spyder in various envs as well and had to install it in all of them. Anyhow you can use a shortcut by activating the particular environment in conda by using conda activate env and then install Spyder in this environment. I am doing that in my Anaconda env video so be kindly invited to check that out.
@@Algovibes Thanks for your reply. I figured out how to configure Eclipse with Anacoda environments, just need to give one path and all projects with different env can be worked on in one IDE.
Actually, I'm a beginner. So why do we need to install Anaconda for spyder? And what is mean by Environments? Please explain!
Is there a easy way of setting up environments in spyder
stackoverflow.com/questions/30170468/how-to-run-spyder-in-virtual-environment
Sticking with pycharm.
Fair enough :D
Obviously it has an ipython console so it works great for data science and image processing purposes
Agreed. Thanks for watching mate!
Thanks bro
Very welcome!
why my memory usage is 90% with a empity code, i have a mac air M1 and 0 pages open
damn :D WTF. I don't know. Using a M1 as well btw.
I see forums and many people have this problem, I think is a bad optimization would be enough an update.
thx pls how install llibrary in envernment spyder
!pip install libraryname
Wish my code completion actually worked like this. Spyder is the best worst IDE. As a data scientist, I just want an IDE like Rstudio suited for python.
lol :D Well Spyder is the closest to RStudio. You could also check out VSC - quite easy to use.
nice overview
Hello Walter,
thank you! Glad you like it :-)
Usefull video
Very happy that you find it useful! Thanks for watching :-)
Hi. Just an observation but the video for me was a little blurred:-( . On the plus side this looks like a great Py development environment, I have already examined several and this does look like it has many,many useful features. Thanks for the information - Much appreciated :-)
Hi Harry,
first of all thank you very much for your feedback.
Could you specify what exactly was blurred? The whole video? The font?
You are helping me a lot with your feedback on that!
Best regards
@@Algovibes Hi. I have just put it into full screen and it still appears a little blurred but to be honest it does not detract from the content of the video. I would like to see tha tool interacting with some Code Control systems but I think I will explore that myself. Thanks again. :-)
@@harrybuckley7292
Thank you so much. I will upload in 1080 quality from now on.
I wouldn’t know if you didn’t tell me. Thank you very much again!
You will for sure love Spyder! I might upload another one as there are way more cool things to explore in the future.
Best regards
If you open spyder through anaconda, will the environment automatically be a conda environment? Also with respect to install packages, can we do 'pip install' in the shell? Thanks for the video also!
yep, Spyder is part of the conda distribution. You can install packages using the shell typing in: !pip install package.
But also packages which you are installing in the conda env (say in the terminal or even via Jupyter) will be accessible via Spyder.
To open spyder in to as any conda environment. I will install spyder in that environment. It super convenient since my window 10 will pin its at start menu.
How can I undi variables explorer's icon in right top console
Hi mate,
could you specify your question a bit?
If you really want to get rid of the variable explorer icon in the top right click on:
View -> Panes -> uncheck the variable explorer
If you just want to clear the variables in the variable explorer you can click the rubber icon.
Please let me know if this has solved your question.
Best regards :)
Can you open jupyter notebooks with Spyder?
Good question! :-) Yes and I am using that every single day:
pip install spyder-notebook
It is absolutely awesome!
@@Algovibes Great! Will try it. Thanks!
@@Algovibes What does this do for you, exactly?
i dont like it when i work with data frames, it looks very messy and not showing all the columns like in jupyter
I can highly recommend the variable explorer. You can check out the data frames in a very detailed way and create new data frames and compare them. Doing that basically every day when working with dataframes. I was thinking about doing a video on that but I am not quite sure if that is something interesting for people.
@@Algovibes well it's sure interesting to me :)
i actually found the variable explorer just today, but sometimes i only want to display the head of the data frame
How can I activated the "integrated debbuger"? It is not doing the same when I typ in "x=" as u did
Do you maybe have a syntax mistake before that? Then the red dot will stay on the first occurring error.
how to we create directories and modules
please help
am very happy
If you are happy, I am happy :-)
Sir I want to increase font size of suggestions. How to do that ???
I.e. After writing numpy._____
Click on the upper left corner on Python, then Preferences then
Appearance and here you can.
Hope this is what you were looking for!
Dude can't we code cpp or css program in spyder?
First of all thanks for watching :) No, unfortunately you can only use Python code in Spyder.
Nothing came up in my plots,. Why?
How can I use MySQL connector in spyder
Similar to Jupyter. Can you just please check out the stock recommendation playlist?( Part I - III). I have covered MySQL python connector there!
Thanks I'll check it
@@Algovibes please give me link of that video
@@deveshkumarsharma843 Sure man, here:
ruclips.net/video/qGAUw63p_uk/видео.html
Is great, before I used pycharm and Jupyter Notebook.
Also proper choices :)
@@Algovibes Yeah, but u r absolutely right, for data science spyder is much more adequate. By the way do u have some vids about model validation using python u can recommend which I can check? Ty.
For me Spyder is the worst, presents many problems when you are trying installing packages. I quick.
How dare you! What's your fav IDE?
@@Algovibes 😂 Don't feel bad, that's my opinion because my experience has not been good, but I respect your opinion, if u like that's ok 👍
In short, similar to Rstudio.
Agreed! You can even turn on a RStudio View in Spyder.
I need pca code in spyder please l realy need
Can you elaborate why you need it in Spyder?
@@Algovibes because my professor obliged us To do it in spyder not in jupiter notebook for a home work
Its just like R xD
Yea very similar :P There even is an R view.
4:44 umh all the parts so far are available on vscodium too... where does spyder differs?
VSC > Spyder tbh
please i need assistance Mr Silvia, i have installed openseespy successfully and i write these lines of code in Spider IDE
import openseespy.opensees as op
import openseespy.postprocessing.Get_Rendering as opp
But this is what is popping up:
File c:\users\hp\desktop\spider python\mainanalysi1s.py:2
import openseespy.postprocessing.Get_Rendering as opp
ModuleNotFoundError: No module named 'openseespy.postprocessing.Get_Rendering'
how can i rectify it?