Airflow tutorial for beginners | Airflow tutorial python | Airflow tutorial 1

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Unfold Data Science

Unfold Data Science

Жыл бұрын

Airflow tutorial for beginners | Airflow tutorial python | Airflow tutorial 1
#machinelearning #datascience #unfolddatascience
Hello,
My name is Aman and I am a Data Scientist.
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Topics for the video:
Airflow tutorial for beginners
Airflow tutorial python
Airflow tutorial 1
Airflow tutorial for beginners in tamil
Airflow tutorial for beginners in hindi
Airflow tutorial for beginners windows
Airflow tutorial GCP
Airflow tutorial docker
Airflow tutorial playlist
About Unfold Data science: This channel is to help people understand the basics of data science through simple examples in an easy way. Anybody without prior knowledge of computer programming or statistics or machine learning and artificial intelligence can get an understanding of data science at a high level through this channel. The videos uploaded will not be very technical in nature and hence can be easily grasped by viewers from different backgrounds as well.
Book recommendation for Data Science:
Category 1 - Must Read For Every Data Scientist:
The Elements of Statistical Learning by Trevor Hastie - amzn.to/37wMo9H
Python Data Science Handbook - amzn.to/31UCScm
Business Statistics By Ken Black - amzn.to/2LObAA5
Hands-On Machine Learning with Scikit Learn, Keras, and TensorFlow by Aurelien Geron - amzn.to/3gV8sO9
Category 2 - Overall Data Science:
The Art of Data Science By Roger D. Peng - amzn.to/2KD75aD
Predictive Analytics By By Eric Siegel - amzn.to/3nsQftV
Data Science for Business By Foster Provost - amzn.to/3ajN8QZ
Category 3 - Statistics and Mathematics:
Naked Statistics By Charles Wheelan - amzn.to/3gXLdmp
Practical Statistics for Data Scientist By Peter Bruce - amzn.to/37wL9Y5
Category 4 - Machine Learning:
Introduction to machine learning by Andreas C Muller - amzn.to/3oZ3X7T
The Hundred Page Machine Learning Book by Andriy Burkov - amzn.to/3pdqCxJ
Category 5 - Programming:
The Pragmatic Programmer by David Thomas - amzn.to/2WqWXVj
Clean Code by Robert C. Martin - amzn.to/3oYOdlt
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Watch the Introduction to Data Science full playlist here: • Data Science In 15 Min...
Watch python for data science playlist here:
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Пікірлер: 44
@tulubacha611
@tulubacha611 10 ай бұрын
Very helpful introduction. Thank you.
@vani.bhuvanagiri6716
@vani.bhuvanagiri6716 9 күн бұрын
Great explantion !!
@XylophoneX-yi5hk
@XylophoneX-yi5hk 5 ай бұрын
nice one, many thanks
@jabbarkhan2060
@jabbarkhan2060 Жыл бұрын
Nice explanation 👍
@masudulislam1828
@masudulislam1828 7 ай бұрын
Great video ❤
@georgechristy11
@georgechristy11 Жыл бұрын
amazing course ... Aman please add courses for deployment and monitoring framework with use case. Especially how stakeholders can access the predictions with api. As always you are super helpful
@pratheeshkumarcoolturbo
@pratheeshkumarcoolturbo 9 ай бұрын
Thanks a lot for the clear explanation
@harsh2014
@harsh2014 11 ай бұрын
Thanks for the tutorial !
@AshisRaj
@AshisRaj 7 ай бұрын
Nice explanation. I was looking for it somewhere and KZfaq suggested your video.
@salexsurya
@salexsurya Жыл бұрын
Exactly what I wanted. Thank you for great video.
@UnfoldDataScience
@UnfoldDataScience Жыл бұрын
Welcome.
@pankajjagdale2005
@pankajjagdale2005 Жыл бұрын
very helpful tutorial , Please make tutorial on spark and kafka
@pravinandhale
@pravinandhale 7 ай бұрын
Best
@c.nbhaskar4718
@c.nbhaskar4718 Жыл бұрын
you are our saviour aman ..thank u very much
@UnfoldDataScience
@UnfoldDataScience Жыл бұрын
Welcome Bhaskar. Hope u doing good
@technicalabhi7683
@technicalabhi7683 Жыл бұрын
Very helpful and easy to understand ❤
@UnfoldDataScience
@UnfoldDataScience Жыл бұрын
Thanks Abhi
@truptikatkamwar6189
@truptikatkamwar6189 Жыл бұрын
Best Tutorial.please can you make more video on airflow?
@prasannalakshmi14
@prasannalakshmi14 8 ай бұрын
It's very helpful,plz make a vedio of airflow part 2..
@SaiKiranAdusumilli
@SaiKiranAdusumilli Жыл бұрын
Great and simple
@UnfoldDataScience
@UnfoldDataScience Жыл бұрын
Thanks Sai.pls share with friends
@karndeepsingh
@karndeepsingh Жыл бұрын
Great Tutorial. Kubernetes and Kubeflow series would also be a great addon
@UnfoldDataScience
@UnfoldDataScience Жыл бұрын
Thanks Karndeep. Sure
@user-xb5pj6th3f
@user-xb5pj6th3f 8 ай бұрын
t's very helpful,plz make a vedio of airflow part 2..
@jitendraturkar6999
@jitendraturkar6999 9 ай бұрын
Amazing session!!❤
@UnfoldDataScience
@UnfoldDataScience 9 ай бұрын
Thanks Jeetu
@mobinansarivlog9126
@mobinansarivlog9126 6 ай бұрын
Sir can run this in os windows too.
@navturn
@navturn 11 ай бұрын
Thank you for this amazing video! for those still having the "airflow.exceptions.AirflowException: `python_callable` param must be callable" error despite removing the parenthesis you have to rename the function to something else too, like print_world_func. I was still having this error because the name of the callable function was the same name as the PythonOperator here " PRINT_WORLD = PythonOperator(task_id='print_world', python_callable=PRINT_WORLD)
@telgusongs
@telgusongs 4 ай бұрын
can please add the AIRFLOW playlist
@mpianoplayer3
@mpianoplayer3 11 ай бұрын
Hi Aman, are you planning to make part 2 of this video ?
@shubhambhosale8467
@shubhambhosale8467 10 ай бұрын
+1
@ahmedtr4305
@ahmedtr4305 5 ай бұрын
Could I schedual execute python script located in my local machine?
@UnfoldDataScience
@UnfoldDataScience 5 ай бұрын
Why not
@commoncats5437
@commoncats5437 Жыл бұрын
bro make more videos on ML and DL and cloud technologies for students
@UnfoldDataScience
@UnfoldDataScience Жыл бұрын
Sure, pls go to playlist to find all these playlists
@gs-rc3eq
@gs-rc3eq Ай бұрын
Hi, 1st time here in your channel, is there a series or continuation of tutorial coming?
@UnfoldDataScience
@UnfoldDataScience Ай бұрын
Yes, soon
@gs-rc3eq
@gs-rc3eq Ай бұрын
@@UnfoldDataScience thank you for your response.
@akshaydushyanth9720
@akshaydushyanth9720 Жыл бұрын
very good explanation Aman is this course available in your website?
@UnfoldDataScience
@UnfoldDataScience Жыл бұрын
Thanks Akshya. On the website you will find docker course. Other deployment courses are planned and is in build.
@surbhibabel7575
@surbhibabel7575 Жыл бұрын
@@UnfoldDataScience Hi, the video is very nice and helpful. can you please explain in more detail also share your website name
@UnfoldDataScience
@UnfoldDataScience 11 ай бұрын
www.unfolddatascience.com
@nukestrom5719
@nukestrom5719 9 ай бұрын
Great. So this works on Linux, not Windows.
@UnfoldDataScience
@UnfoldDataScience 8 ай бұрын
Ahh, looks like there is workaround, see this thread for windows: stackoverflow.com/questions/32378494/how-to-run-airflow-on-windows
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