ANACONDA Tutorial for Python | How to Install Anaconda on Mac OS and How to use Anaconda for Python
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- Опубликовано: 26 июл 2024
- ANACONDA Tutorial for Python | How to Install Anaconda on Mac OS and How to use Anaconda for Python
In this video, let us understand how to use ANACONDA for python. We shall see what is ANACONDA, how to use ANACONDA for python and why do we need to use ANACONDA for python. We shall also cover how to install anaconda on Mac OS. The installation would be similar for Windows and Linux systems as well.
If you are new to python, then you would probably have heard of anaconda but for a beginner it would be very confusing to know why do we need anaconda and how to use it and how is it beneficial to use anaconda over standalone python. So that is why in this video, I want to make it very clear on what is anaconda and why you should be using it.
Timestamp
00:00 Intro
00:39 What is Anaconda for python and Why do we need to use Anaconda?
03:30 How to install anaconda? Getting started with Anaconda
08:17 How to use Visual Studio code IDE with anaconda
10:05 How to create virtual environment using anaconda
12:05 How to work with different anaconda virtual environments
15:23 What are anaconda channels and how to add channels to anaconda
Anaconda is a python distribution, meaning when you install anaconda, it comes with python, a lot of python packages, tools and software which would be very essential especially if you are working in the field of data science. Anaconda also comes with conda, which is a package manager similar to pip. Conda can be used to install python packages and conda can also be used to create and manage virtual environments.
So anaconda can be treated as a bundle package which not only includes python but everything else you would need to conveniently work with python especially in the field of data science.
So we start this video by talking about what is anaconda and why we should be using it. I also mention a use case where using anaconda can be very beneficial.
Once we understand what is anaconda and why we should be using it, we then move into installing anaconda in our machine. Since I use Mac OS, the video shows how to install anaconda on Mac OS but the process would be same if you are on Windows or Linux system as well.
Once anaconda is installed, we then see how to use conda base environment. We see how to use anaconda with Visual Studio Code IDE which is also referred to as VS Code. We look at the different conda commands.
We then see how to create different virtual environments using conda command and then create specific python packages in each of our virtual environments. We then see how to work with different anaconda virtual environments in VS code.
Finally, we talk about channels in anaconda. We see what is a channel and how to add a new channel to the existing list of channels in anaconda.
CHEAT CODE of all the ANACONDA commands used in this video:
conda (List down all conda commands)
conda list (List of all the python packages in the activated environment)
conda env list (List of all environments)
conda activate env-name (Activate environment "env-name")
conda deactivate (Deactivate from current conda environment)
conda create -name env-name python=3.7 (Create a virtual environment)
conda env remove -name DS-env (Remove a virtual environment)
conda install scikit-learn (Install a python package by name "scikit-learn")
python3 -version (Get python version in current environment)
which python3 (Get the location where python is installed)
conda config -show channels (List of all channels in anaconda)
conda config -get channels (List of all channels along with its priority)
conda config -add channels conda-forge (Add a new channel)
conda config -remove channels conda-forge (Remove a channel)
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THANK YOU,
Thoufiq
I've heard of Anaconda for over a year, but this is the first time ever I understand what Anaconda does and how to use it properly. Thanks a ton, man!
Clear, insightful and just simple to follow. Well done!
EXCELLENT. Very clear and easy to follow. 👍
This is such a helpful video , no other video is as clear cut as this . Thank you
Thank you Ayesha🙏
Glad this helped you..
This was great to learn what virtual environments even mean for a newbie, thank you! Very good explanations
Your welcome Tony 🙏🏼
Glad this helped..
I know I'm probably the umpteenth person saying this, but this tutorial is so to the point and clear that I have finally understood the basic structure and function of environments.
This was a clear and useful explanation of 1. the purpose of Anaconda, 2. how to install Anaconda, and 3. a few examples of how to implement Anaconda for an improved workflow. This video resolved an issue I was experiencing around the opencv library, and helped my understanding of virtual environments. Thank you!
Thank you Jacob for such detailed feedback 🙏🏼
Glad to know this video helped you ☺️
Super helpful, thank you. Subscribed.
Woww! Very clear explanation! Keep up the great work!! Thanks for the video!!
This is so clear. I think this video should deserve more likes.
Thank you for your invaluable contribution
Simple explanation of anaconda. As a beginner I finally understood the reason to use it. Thanks
33 seconds in, and this sounds like exactly what I was looking for.
Very smoothly explained brother👌🏻 Makes it so easy to understand the concept🙌🏻
Thank you hero 🙏🏼❤️
Finally, I undertood what ANACODA is all about! Amazing video, it has a very good flow. Thank you so much.
Thank you Dimitris 🙏🏼
So glad to know you found the video useful 🙂
Great content bro. Keep up the good work
This video was so helpful! Thank you
Your welcome 🙏🏼
Glad this helped
Literally the best and easiest way you tell
Many thanks!
This video is so awesome, I want to get into DS w/ Python, and this is great content for sure, thanks a lot professor
Awesome buddy.. glad you liked it
I struggled for weeks with pandas till I watched this video! huge thank you bro
Your welcome Amal 🙏🏼
Glad this helped ..
thank u very mach is't very clearly and nobody talked about it like you
Thanks brother
Awesome. Good concept explanation. Thanks.
Glad this was helpful
Nice video! Very helpful
This is what I was waiting for.
Thanks 🙏🏼
hope you benefit from this ..
Very clear explanation mate. Thanks for that. You use VSCode, but I want to ask you about different thing. I am learning Python and have installed Python and Pycharm. Pycharm creating venv itself, so I don't need Anaconda for this reason(I guess). But for data science learning everyone say good to use JupyterNotebook, it's coming with Anaconda. My question is, do I need Anaconda, maybe miniconda or just JupyterNotebook if I have Python and Pycharm? Your opinion, please? Because I don't want messy in my computer. Thank in advance 😁
Amazinggggg... Keep it up👌🏻👌🏻👌🏻
Thank you ❤️🥰
Well done bro….nice work
Thank you Vijay 🙏🏼
Thanks for wonderful videos. Please suggest any good resource to learn Python for Data Science.
Just incase this would be helpful to anyone trying to install Anaconda on M1.
After installing I couldn't figure out why I wasn't seeing the Anaconda Navigator. For some reason the M1 installation package doesnt include the navigator. To get the Navigator just run this command and you should be good to go. --> conda install anaconda-navigator
Thofiq all you trainings are really great! Is it possible to give a full training on anacondas ?
Hi Moo Sa, thank you so much 🙏🏼
Glad you liked my videos ..
As for detailed anaconda tutorial, I haven’t really thought of it but let me consider it for a future series..
Cool!
Thank you 🙂
You’re welcome 😊
great learning...thanks from Data is FuturRe channel dedicated to data science
what is the black screen where you wrote "conda", etc.?
the command promt thing
this is useful video. one thing im missing here that how to use jupyter note, please make one more video regarding this thankyou
Thank you..
Will consider making a video on Jupiter notebook in the future
@@techTFQ thanks in advance ❤
You’re welcome 🙏🏼
@@techTFQ can you explain the difference with jupyter note amd google colab? Please
In general they both are very similar.. both are kind of browser based IDE tools to write code and also view the result in a visual manner..
for detailed differences, I’ll think about it
Thanks a lot
is your name Tawfiq?
Hello Toufiq, did you start classes for Python. Kindly let me know.. glad to watch your videos
I wanted to but got stuck with SQL in the recent weeks but I will come back to making some python videos soon
When you start please let us know,Toufiq
Sure will do Saritha ☺️
@@techTFQ Sounds good, thanks😀
How to install VS on mac? have you made a video on that? Can you share me the link please?
Every month new versions on python comes so how do we upgrade python from previous version to new version.
1. Do I need to delete python and download it again from the Google
2. Or some another method
On mac or any other operating system.
Hi. thank you for making this video.
I already installed python 3.9.12 version on my macbook, but when I installed anaconda then check what version of python im running.
It now says version 3.9.7
I would like to know what happened and is there a way i can update my python to 3.9.12 again?
Your welcome..
I think anaconda had python version as 3.9.7 ..
In you terminal if you deactivate conda then you should be able to see and work with your standalone python which is 3.9.12
@@techTFQ thank you for the reply. Im still a beginner, so maybe ill just leave anaconda installed. Ill try to explore anaconda while im learning at the same time.
Great video :) But unfortunately, Anaconda doesn't support M3 Mac. I've tried it and got a message saying that it's not compatible.
anaconda navigator not showing up after installation Mac m1 but in terminal Conda is showing? how I can find anaconda navigator
hello brother please make a full playlist on python
I have made one already but I plan to do another one in future too
Please start a video series on NoSQL like MongoDB
I plan to Ankit but after a few months when I am done with the contents that I have already pre planned
"link image0 hasn't been detected"
i am getting this error on prompt in starting spyder though it's getting open but showing this error......could u please help
Thanks
Is anaconda works in python 3.10
Yes it will.. since 3.10 is just released, I am not sure by when anaconda is going to have this but it should be pretty soon..
Please help my anaconda is not successful install, keep showing failed what can l do to install it successful.
I want to install anaconda but getting failed what can l do to resolve the issue?
I could not follow the video because you already had VS Code installed. I don't see it as an option in Anaconda. I'm sure I'll figure it out eventually.
How do you make your teriminal look so clean? Just ~ -> ? mine is so much messier lol
Just some settings bro.. perhaps I’ll make a short video on how to do it
@@techTFQ would be really appreciated. Literally a 1 or 2 min video if you don't want to make it longer
bwst video out there on anaconda
Excuse me, why can't my mac m2 download anaconda
My conda doesn’t have pandas, why could this be?
It must be there.. are you looking at the base environment?
If you are using VS code then may be you python interpreter is not pointing to conda base environment.. check this
This isn't showing on my mac
i mistakenly selected install for me only
I hope you have been able to install it successfully..
@@techTFQ Yes it has successfully installed
Great 👍