00:05 A data engineer builds data pipelines to extract, transform, and load data onto a target location. 01:50 Apache Airflow is a viral and widely adopted open-source project for managing data pipelines. 03:33 A workflow in Apache Airflow is called a DAG (Directed Acyclic Graph). 05:10 Apache Airflow has different operators and executors which make task creation and execution easier. 06:46 DAG with Dummy Operator in Airflow 08:12 Apache Airflow allows you to manage DAGs and track their statuses in one place 09:40 Airflow allows you to create complex pipelines and execute Python functions 11:16 Airflow overview and recommended project
4:11 - In the context of DAG, “graph” is a data structure consisting of nodes & edges. It’s a mathematical field in itself. In the physical world, graphs can be seen as “networks” such as social network or transportation network. It’s should not be confused with graphs used for visualization such as bar graphs or line graphs.
Wow! The amount of value you bring to the viewer in just 12 minutes is just incredible! Like you were saying "the hassle of managing pipelines in python scripts", I made a data project a while back, and I really can understand what you mean. I heard that Airflow makes everything easier, but I kept deferring Airflow learning, partly because "maybe this is good for large data pipelines, but my one consists of just a few small tasks," and also because most TH-cam videos of Airflow out there was a couple of hours long. And that's great if you are already committed to learn Airflow, but I was really looking for a video like yours - something that will give me a practical demo of how Airflow actually works, but it will be around 10-15 minutes. And this video was just perfect. Once again, thanks a whole lot! I'll definitely be integrating Airflow into my project now! And my resume too, God willing!
Basically, we can also create a python script and do the same work, the only thing which airflow is helping developers is that we don't have to track these scripts individually, here we are getting one portal kind of thing which manages and it also has different functions which can track individual script and if something fails we can track it.
Hey Darshil, I find your videos really helpful both conceptually and practically. I have been able to explain these concepts in my interviews and crack them. Keep on doing your amazing work with such explanatory videos
Please make thesr type of videos on Snowflake and Apache Kafka. This would be very useful. You can explain the topic in simple way so that a learner can understand it easily. 👌👌👌
Hi Drashil, literally I understood about airflow, and learnt almost all topics in a high level,you explained it easier and simple way.Other videos having lengthy contents ..is very difficult to understand.Thanks...looking forward to more videos from you
Can you please make a crash course of Apache Airflow in which following topics are discussed. Installation (Using Docker, EC2 and PIP) Multiple DAG creation Executors Different configurations like using airflow along with kafka how we can use airflow on EC2.
Please don't use the retro distorted video filter for the slides as it is very distracting. And the background instrumental music is highly distracting too. Otherwise, it is an extremely informative video. Thank you!
will you be uploading similar kinds of videos for Jenkins and Kafka as well? I feel there is always confusion between airflow, Jenkins, and Kafka and what a new data engineer should be learning when starting.
All of the videos I have seen till now from your channel has never confused me while learning new things. Thank you for explaining the concepts with simplicity and with examples. This gives us learners to understand the concepts quickly. Wish you the best. :)
I like these kind of small videos to get to know about a new thing. If we want to master it, then we can go for the full course or other videos. Thank you!
Thank you for making this video Darshil. I just watched the snowflake video and then couldn’t, resist to watch this one. Keep making such awesome content.
Hey darshil, very informative and detailed video, thanks a lot for this one.. 😊 have a request though, please upload more such videos consisting of small E2E projects on other apache tools.
Thank you for your fruitful content and I have smashed the like button of the video. May I ask why you can directly save the csv to s3 without using boto3?
Video content is so helpful. Than You Which AI platform or video editor are you using to create this video? Also for background music which platform are you using?
Hi darshil, My coding skills are not so much good and currently i am working as data engieer and i am not using any cloud platform. Could please tell me which cloud platforms is best where we have less coding for pipline,transformation and deployment . So i can start learning for that cloud platform like azure ,gcp, aws
Hi, Cloud platforms has nothing to do with amount of coding you will be doing, as most of them are similar at fundamental level, it totally depends on the tool you are working on. If you are working with tools like Alteryx then it is mainly drag and drop but Airflow, Writing Spark script all of them requires coding If your coding is not good then I suggest start working on it as it is important skillset to have
@@DarshilParmarI am a beginner at learning Python and data engineering fundamentals in general with hopes of being one in the near future. I was tempted to see how these tools work and to be honest, I am a bit intimidated by the coding and complexity of it all. I pray I am able to learn it all.
@@DarshilParmar Bro you are a Data Engineer Guru. Thanks for making life simple. Bro can you create a video how we get a full time role as a Data Engineer permanent Remote. You are doing freelancing but can you make how we get remote jobs and earn in USD. Because on TH-cam everyone is just faking and what they mentioned are for highly skilled people
Hi @DarshilParmar, I have gone through couple of your video and posts on youtube and linkedin. All are very helpful for me. I need your help to resolve my one problem as below: I need to create aws quicksight dashboard using my developer team designed ui template. I didnt not any option to use custom Ui option in qucksight? Please help me.
Hey Drashil, As you said Twitter API is not valid anymore. Now which API we can use for Twitter Data Pipeline project? How to use another API like tweepy? Could you please explain about this?
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100k when? 😭 Hit that LIKE button, Subscribe if you are new and Comment something for better reach 🥹
Soon❤
All the best ❤for 1m subs
Can I get opportunity if i know only Airflow???
00:05 A data engineer builds data pipelines to extract, transform, and load data onto a target location.
01:50 Apache Airflow is a viral and widely adopted open-source project for managing data pipelines.
03:33 A workflow in Apache Airflow is called a DAG (Directed Acyclic Graph).
05:10 Apache Airflow has different operators and executors which make task creation and execution easier.
06:46 DAG with Dummy Operator in Airflow
08:12 Apache Airflow allows you to manage DAGs and track their statuses in one place
09:40 Airflow allows you to create complex pipelines and execute Python functions
11:16 Airflow overview and recommended project
This 10 mins video is much better than lengthy but hollow videos of hours. Thanks bro
Hi Darshil , please make these type of videos for Hive , cassandra , kafka ,data bricks ,snowflake,snowpark,mongodb
Yes, I am planning to do the same, already did it for Spark and Airflow (now), I will do it for DataBricks and others too
@@DarshilParmardo for kafka using azure services as well
4:11 - In the context of DAG, “graph” is a data structure consisting of nodes & edges. It’s a mathematical field in itself. In the physical world, graphs can be seen as “networks” such as social network or transportation network.
It’s should not be confused with graphs used for visualization such as bar graphs or line graphs.
please dont apply background music
Wow! The amount of value you bring to the viewer in just 12 minutes is just incredible! Like you were saying "the hassle of managing pipelines in python scripts", I made a data project a while back, and I really can understand what you mean. I heard that Airflow makes everything easier, but I kept deferring Airflow learning, partly because "maybe this is good for large data pipelines, but my one consists of just a few small tasks," and also because most TH-cam videos of Airflow out there was a couple of hours long. And that's great if you are already committed to learn Airflow, but I was really looking for a video like yours - something that will give me a practical demo of how Airflow actually works, but it will be around 10-15 minutes. And this video was just perfect. Once again, thanks a whole lot! I'll definitely be integrating Airflow into my project now! And my resume too, God willing!
Basically, we can also create a python script and do the same work, the only thing which airflow is helping developers is that we don't have to track these scripts individually, here we are getting one portal kind of thing which manages and it also has different functions which can track individual script and if something fails we can track it.
Got clear understanding of basics of Apache Airflow.. Very helpful
Hey Darshil, I find your videos really helpful both conceptually and practically. I have been able to explain these concepts in my interviews and crack them. Keep on doing your amazing work with such explanatory videos
Thank you Suraj
Thank you for the clear and concise video. It's greatly appreciated!
I'll give this a try. Thank you so much bro.
Please make thesr type of videos on Snowflake and Apache Kafka. This would be very useful. You can explain the topic in simple way so that a learner can understand it easily. 👌👌👌
Love your reason you start thís TH-cam channel : "Simplify everything"
Hi Drashil, literally I understood about airflow, and learnt almost all topics in a high level,you explained it easier and simple way.Other videos having lengthy contents ..is very difficult to understand.Thanks...looking forward to more videos from you
Can you please make a crash course of Apache Airflow in which following topics are discussed.
Installation (Using Docker, EC2 and PIP)
Multiple DAG creation
Executors
Different configurations like using airflow along with kafka
how we can use airflow on EC2.
Please don't use the retro distorted video filter for the slides as it is very distracting. And the background instrumental music is highly distracting too. Otherwise, it is an extremely informative video. Thank you!
Thank you for all the help brother... I have started learning from your videos..🙏🏻
will you be uploading similar kinds of videos for Jenkins and Kafka as well? I feel there is always confusion between airflow, Jenkins, and Kafka and what a new data engineer should be learning when starting.
Wonderful video! Concise but explained in a way that it's digestible for anyone, thank you!
All of the videos I have seen till now from your channel has never confused me while learning new things. Thank you for explaining the concepts with simplicity and with examples. This gives us learners to understand the concepts quickly. Wish you the best. :)
One of the best video. Lots of things in just 10 min.
I like these kind of small videos to get to know about a new thing. If we want to master it, then we can go for the full course or other videos. Thank you!
Great content. One suggestion- Remove/tone down the background music. Had trouble paying attention to your voice.
Excelent explanation!, very insightful and useful. Thanxs
Really clear and interesting explanation. Thank you
Super useful video. Best beginner video available on this topic.
Thank you for making this video Darshil. I just watched the snowflake video and then couldn’t, resist to watch this one. Keep making such awesome content.
Thank you so much 😀
Hi Mr Parmar,
Thank you for this short introduction to Airflow.
You are most welcome
Definitely best overview of Airflow till date
Thank you!
Can you share he the emoji bro
Hello Darshil!!
Your content is very good.
Please start pyspark tutorial.
It will be very helpful for me.
Thank you, I am working on it
Dude, your video is awesome, thank you for share your knowledge :D
Great video, thank you..
Just Smart video, to the point, no unnecessary content. thanks a lot
Great job explaining in just 10mnts. Thanks!
Hey darshil, very informative and detailed video, thanks a lot for this one.. 😊
have a request though, please upload more such videos consisting of small E2E projects on other apache tools.
Working on it
Brother, This is Maruthi… good work. I subscribed and referred my friend also. Looking forward to Master class on Fundamentals.
Sure
Thank you so much for this video
Thanks for this video.. very informative and educative.. thanks again
Thank you for your fruitful content and I have smashed the like button of the video. May I ask why you can directly save the csv to s3 without using boto3?
Very informative video Darshil, btw which font style do you use?
Please make an intro course for Apache using Windows
Does your data engineering class on your website teach airflow? Does it teach how to debug python code too?
Thanks buddy, very useful 🙌🏻
You must talk about internals and workings too.
It is very helpful, learned a lot.
Thanks for the video🙂🙂🙂
Thank you Harsh
Thanks. Quick and clear 👍
Video content is so helpful.
Than You
Which AI platform or video editor are you using to create this video? Also for background music which platform are you using?
I have editor, they use Premier pro, bg music can be found from youtube music lib or google
Excellent explanation Darshil! Keep it up
Really helpful.keep it up good work.
Very helpful . Thank you
Hi darshil, can you please make a tutorial on pyspark
Hi Darshil, are you also proving course on Azure for data engineering?
How it's different from SSIS or Control-M ?
Airflow is really tricky for me, got problems calling functions in my dag from other files that are not in airflow folder structure ...
Amazing Explanation!!!! :)
can you explain ICEDQ???
hello @DarshilParmar can you make video about how to install apache airflow on windows
100s of resources are already there brother, just search about it
Awesome!
what's difference between Airflow and Autosys? both are schedulers?
Airflow is better in feature but they are quite similar
Many Thanks. Remove background music
Sorry for that
Great explanation!
Where can we install airflow? Either on cloud or on-premises
You can do it on both
Hi, can you release a building project using Airflow? that would be very handy, thank you.
There is already one project on airflow
Please create video on Mage AI.
Hi darshil,
My coding skills are not so much good and currently i am working as data engieer and i am not using any cloud platform. Could please tell me which cloud platforms is best where we have less coding for pipline,transformation and deployment . So i can start learning for that cloud platform like azure ,gcp, aws
Hi,
Cloud platforms has nothing to do with amount of coding you will be doing, as most of them are similar at fundamental level, it totally depends on the tool you are working on.
If you are working with tools like Alteryx then it is mainly drag and drop but Airflow, Writing Spark script all of them requires coding
If your coding is not good then I suggest start working on it as it is important skillset to have
@@DarshilParmarI am a beginner at learning Python and data engineering fundamentals in general with hopes of being one in the near future.
I was tempted to see how these tools work and to be honest, I am a bit intimidated by the coding and complexity of it all. I pray I am able to learn it all.
Amazing stuff
Really crisp explanation
Glad you liked it
@@DarshilParmar Bro you are a Data Engineer Guru. Thanks for making life simple. Bro can you create a video how we get a full time role as a Data Engineer permanent Remote. You are doing freelancing but can you make how we get remote jobs and earn in USD. Because on TH-cam everyone is just faking and what they mentioned are for highly skilled people
Hi @DarshilParmar, I have gone through couple of your video and posts on youtube and linkedin. All are very helpful for me. I need your help to resolve my one problem as below: I need to create aws quicksight dashboard using my developer team designed ui template. I didnt not any option to use custom Ui option in qucksight? Please help me.
On what compute service the python code runs?
Bro can i get trained in jspiders as a full stack developer is it worth . Does its certificate have value
Bring on end-end course on airflow with projects @Darshil
Working on it
very nice video bro. keep it up
Hey Drashil, As you said Twitter API is not valid anymore.
Now which API we can use for Twitter Data Pipeline project? How to use another API like tweepy? Could you please explain about this?
TH-cam, Maps, Spotify, Crypto there are so many just search about it
Jai Jinendra 🙏
when we have ADF and aws glue, is airflow still make sense in market ?
Yes, OpenSource
Nice explanation
Is this similar to AWS step functions?
Yes, you can say that!
Thanks bro
Nice Video!!!
Glad you liked it
does anyone get problem with 'unexpected wsl error' with docker and done fix it ? pls help me
Do We have to code in Apache airflow
Yes
Great video! I hope you can make a comparison between airflow, prefect and dagster
Great, I will put this in my list
Good video but music is a bit distracting
Thank you, will keep this in mind
good video
can airflow automate javascript
You can host js script somewhere in sever and call from airflow if needed
Bhai yeh Airflow kya bala hai ab? 😂 Alright. Thanks man. 👍🏻
how to install Apache airflow???
There is a complete project linked at the end of the video
Hey, this video is not for beginners. If you're just starting out, I suggest you skip this one. It might confuse you and make you feel discouraged.
You got boggled dint you?
dude are you still at school 😂 brilliant knowledge though 💯
Found a Goldmine!
No need of background music. It is irritating
Will keep this in mind
Dude this is worth 10min.
One of the poorest scheduler , airflow
Uc4 is better
@@immortal348 there is nothing better than control m, best scheduler
pronunciation😁