Different Ways Of Creating Python Environment In Data Science Projects- Conda,Virtualenv,Python

In this engaging tutorial, we delve into the diverse ways of creating and managing Python environments, a crucial skill for any aspiring or professional data scientist. We cover everything from the basics of setting up Python in different environments to advanced techniques tailored for data science projects.
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[@Pankaj_Khanal_Joshi]

Waiting for an Advance ML series with all necessary mathematics 2024

[@medhasu_Ai]

This is one thing every coder needs to learn first,you know what exactly needs to be teach

[@Mon_isha09]

Thank you so much...I was in trouble in creating it everytime

[@the_princekrrazz]

Sir , You have a great skill of teaching English as well as Hindi. Big fan.

[@saikiranpatnana]

Fallen in love ❤ with your teachings on data science sir, thank you so much sir🙏

[@emekaobiefuna4509]

Since I discovered Poetry, I haven't gone back to VENV / Pipenv. I now prefer using poetry for creating my virtual environment. So I basically use Poetry & Conda to create virtual environment

[@akshatsrivastava3793]

Thank you sir for this, I had the same problem since you started using conda to create venvs.

[@HumorMen]

Sir thanking you so much 🙏🙏

[@sibaprasadchoudhury4135]

Thank you much sir, for your such kind of the teaching.

[@lenkamndev9988]

Thank you guru ji 🙏🥰

[@zishankhan2763]

You are awsone!!! everyday I learn something new from you, big fan.... love you man!

[@dineshbabuvaddineni7531]

Thanks you krish this is really helpful

[@bhaveshkipathshala]

Very nice video sir, Thanks a lot.

[@suryadeepak5277]

Thank you Sir.

[@junaidrizvi9884]

Shab-ba-khair Krish sir😊

[@viewview6687]

Another useful video. Thank a lot Krish !!!

[@shubhamsharmaoffficial]

Really informative ❤❤❤

[@argish]

Initially, I faced so many problems with venvs that I almost gave up on making them, mainly because every time I had issues with module versions and other stuff, I used to delete whole venv and rebuild them xD. That not only was a waste of data but also consumed a lot of time since I was on a low bandwidth wifi. it was frustrating. but eventually, I got the hang of it. only then I found that we can also use conda to make venv and it takes less time coz apparently conda caches libraries on their first install and then after, unless there is an update, it won't download the library again and instead use the cached file. fml. but the good thing is that I mastered working on both these environments.

[@almd5532]

Certainly, it was easier in Anaconda to decode the datasets and created projects vs Python. I have a great love for learning and navigating through different libraries.

[@argish]

@@almd5532 right! I still prefer python venvs in VS Code for some reason, even though conda setups are easier and scalable xD. they say old habits die hard, its true!

[@neonnftz]

can you help me with activating conda environment? i've tried everything but it just doesn't work

[@awakenwithoutcoffee]

@@neonnftz The error message conda is not recognized as an internal or external command, operable program or batch file indicates that the Conda executable is not in your system's PATH environment variable. This typically happens if Conda was not installed correctly or the PATH was not set during installation. Put the above inside GPT and you will get help!

[@syedmohamad7967]

bhai deep learning kya padhai ma kasam maza a gya ek number

[@krishnaik06]

❤️

[@ishanagrawal396]

Thanks Krish! Installed Anaconda but it doesn't show VS Studio. Installed VS Studio separately and trying with conda command by getting following error. 'conda' is not recognized as an internal or external command, operable program or batch file.

[@mitaliutekar9936]

Hi Krish , can you please also share some info on wsl for creating virtual environments along with enabling virtualisation on windows bios.

[@thiraviam_k_4_TN]

Sir, Suggest the dataset of onset plant diseases for prediction. (Research purpose)

[@salesforcetraininginmarath7112]

no activation deactivation stuff if env is created using Conda?

[@greeshmapillai9542]

I tried creating by using conda environment i.e. the last step. But after closing the project if i wish to open it again, i am not able to as it says conda is not recognized

[@georgedrakoulas3552]

How about poetry?

[@Garrick645]

I was working with tensorflow and the code showed an error that module numpy has no attribute typeDict(). when I downgraded numpy it became uncompatile with tensorflow. Even chatgpt can't help me . Please help

[@Ankitkumar-qh6tx]

upgrade numpy and try diiferent way for typedict()

[@Garrick645]

@@Ankitkumar-qh6tx it's one month now, I did the task with some jugad somehow , but thanks for replying 🥲

[@yashinfinite8338]

Can you help us dealing with debugging path error in vs code

[@awakenwithoutcoffee]

The error message conda is not recognized as an internal or external command, operable program or batch file indicates that the Conda executable is not in your system's PATH environment variable. This typically happens if Conda was not installed correctly or the PATH was not set during installation.

[@guruprasath8378]

Bro if streamlit works means generativeai package note working I still trying for last 2days i can't found the results can you understand me😢

[@guruprasath8378]

Interpreter error occur please say me sir

[@quantumworld637]

@@guruprasath8378 Have u set .env correctly? For API.......or try to change the python interpreter manually..

[@SahlEbrahim]

why is that i dont see Sripts folder

[@user-oi6rs3fp2b]

again while creating conda env onda : The term 'conda' is not recognized as the name of a cmdlet, function, script file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is correct and try again. At line:1 char:1 + conda create -p venv1 python==3.10 -y + ~~~~~ + CategoryInfo : ObjectNotFound: (conda:String) [], CommandNotFoundException + FullyQualifiedErrorId : CommandNotFoundException

[@subhamjyoti4189]

'add conda path to the environment variables in windows' or 'search for anaconda powershell, from there you can achieve everything'

[@vishalchandru9642]

The python in the thumbnail is spelled wrong, @krish naik. and Thank you for your videos, absolutely impressive

[@biswajitmohapatra2172]

Sir please make more big projects using gemini model , @krish Naik