What is Data Pipeline | How to design Data Pipeline ? - ETL vs Data pipeline (2024)
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- Опубліковано 30 сер 2020
- What is Data Pipeline | How to design Data Pipeline? - ETL vs Data pipeline
#datapipeline
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Hi Friends, I am Anshul Tiwari, and welcome to our youtube channel I.T. k Funde.
More about this video -
In this video, we will understand what is a data pipeline with the help of a real-life example. Data pipelines are designed to move data from one point to another. In this video, we will cover below topics -
1 - What is a Data Pipeline?
2 - Why you need a data pipeline?
3 - Basic design of a data pipeline
4 - Types of Data Pipeline - Batch, Streaming, Lambda architecture
5 - Advanced data pipeline design
We will also learn about various products that can be used in a data pipeline - SAP BODS, Mongo DB, Apache Kafka, Big Query, MDM, Teradata, SAP Business Objects, Tableau.
Credits & Resources -
Wikipedia
www.alooma.com/blog/what-is-a...
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Master piece tutorial for data engineering
Thanks Siva
hey! don't hesitate to follow us and to take a look at our videos which deal with the same topics :)
@@indexima6517 I guess the videos on ur channel deals with more on, what do we do after receiving the data, analytics if I understand correctly.
Here, its more of pumping the data from one place to a common place, and make it available for interested people down the lane
@@ITkFunde It's truly one of the finest and easiest video to follow and relate. Many thanks. Will check other videos.
Thank you for breaking down concepts that are difficult to understand!
Something I’ve noticed is that Indians are good teachers and give great illustrations. Good work. Greetings from the US.
Thanks Nathan for making me feel even more proud of being an Indian thank you for the compliment means a lot brother 🙏😊
Yes Indians like to make difficult concept easy
I don’t use my real name online, but I do give real compliments.
@@nathancarranza9860 Plot Twist: His real name was not Nathan. It was always Vladimir Putin.
Can't believe Putin is from US
Loved this video, probably the best explanation on advanced data pipeline out there. If in your next videos, maybe create a playlist which can show each of the section of this pipeline in detail with little examples using Python or any language etc. Just an idea, brilliant work!
Thank you so much for a great and easy to understand data pipeline introduction. I love how you focus on the concepts and not jargons, as it allows for people to understand the essence of data pipeline.
Please continue to create videos like these! So easy to understand. Love your visual teaching style and the examples you give.
Thank you MrBignate...The aim is to simplify these techie jargons for everyone to correlate and enjoy learning.
Simply one of the best videos on data pipeline on UA-cam. Deserves so much more attention.
One of the best tutorials in youtube so far which gives an overview of data engineering process and that too within 10 minutes. Really appreciate your effort and time you put into making this video. Thank you so much. Please keep doing more such tutorials.
That was great! As a data engineer in the making, this is the first time I have understood the concept of data pipelines so clearly. Thank you very much
Hello Eric, I'd love to know how it's going for you at the moment with the DE track
Wonderful explanation. Can't tell you how much I appreciate brilliant tutorials like this one.
And again, another easy-to-digest video. Thumbs up!
Thank you 🙏🙏☺️
Masterclass. Great job!
☺️I’m new in Data Engineering and man you created a clear picture of what I’ve been learning and trying to understand 🙂love this… definitely subscribing 🤩
Great visual layout. Would love to see this applied to an ELT model with Snowflake and it's advantages/disadvantages. Possibly a suggestion on ML complementary tools like Looker and Kraken.
Would love to learn more about how to choose the right frameworks/technologies for data pipelines and data warehouses/lakes for differing requirements. It would be nice to see a playlist of you designing or comparing solutions for an analytic stack.
Thanks MrBignate I have created various playlists one of which is " Crunching Data Series "...I will surely make more videos on similar topic. It is because of encouragement from audience like you which helps me move forward so thanks and really grateful for your positive feedback.
This was so helpful, thank you very much! Subscribed and will keep learning from you!
Great intro, just what I needed. I learned the distinction between ETL and general pipe lines, and Kafka's place in the architecture.
Thanks Ronnie☺️
I got more out of your video than reading 5 articles on the matter! Your content is great!
This was extremely helpful in my new job working in data. Thank you for your approachable and easy to understand teaching style!
Thanks a lot 🙏
Excellent. Thanks for your courses
Finally understood the pipeline in 10 mints... thank u
This would be the Best start for the Data Engineers.. A clear precise and short pictorial representation of Data Pipeline (Basics). Best video so far I had seen.. 😊 Thanks.. Much Appreciated.. 👍
Thanks Prabu 👍☺️🙏
Do data analysts also use data pipeline creation in their jobs ? Or are they expected to know it ?
Asking as some companies write knowledge of ETL in JDs.
@@vivekjoshi3769 knowing any of the ETL tools would help in constructing the pipelines and they can visualize data flow from source to target.. Yes mostly it is used..
Thank you! I had read a lot of papers about Data Pipeline, but I couldn't get the main idea. However, your video was so easy to understand!! Now I have a better picture of the complete process. Thanks again.
Thank you Alexander !!!
Yes I must say this is very concise and how he names the commercial vendors as examples really augments the value further.
Great explanation for introduction to data pipelines. Thanks for clarifying the distinction between ETL and data Pipelines.
This topic is so complex as a beginner, but I understand this explanation so well. I didn't even have to go back in the video or rewatch it to understand. This is beautiful.
Thank you so much for your kind words and support 🙏🙏♥♥
Great video - it seems while technology has advanced, the concepts of batch loads and real-time data is actually decades old. Back in early 2000's we controlled all ETL and real-time loads with Unix or DOS or SQL scripts that provided return codes for success/failure which triggered alert emails, and we had KPI's for Data quality, backing-out jobs for failed loads, and many other control systems. It just seems there are more 'out-of-the-box' software to handle these now as opposed to custom-built solutions. Great presentation!
Nice
This is such a clear and useful explanation. Thank you!
Awesome video, thanks so much !
This is a very good explanation and the best I have seen so far in my quest to understand this concept. Thank you very much. Now I can confidently visualize and explain the same concept with ease and a great understanding of it.
Thanks Jibril glad it helped 🙏☺️
Great job explaining the difference between Data Pipelines and ETL.
Thanks Ken 🙏☺️
Very elegant way to explain data pipelining and ETL approach. I appreciate the examples given especially the master data management. Well done.
Hello Anshul Sir,
I do not have any data engineering background, but I am very strong in visualization. You have aided me in finding the missing blocks about data processing and its treatment for final consumption. Keep doing your good job. Thank you again.
Thank you. The best way of explanation. I was looking for this kind of video for long time. As a traditional ETL developer, I questioned my self, why people are using a term called 'Data pipeline' though we have ETL process and what is the exact difference between them. Thanks again.
Thanks Rama for your positive feedback !!
Your way of explaining these concepts is excellent, thank you!
Thanks a lot
Great
You beautifully explained the basics & placements of various technologies in an architectural diagram. Very useful. Pls make more videos clarifying the basics
This guy really explain everything clearly and simple!
Good job brother, keep sharing and contributing! You're a great teacher :)
Thanks Julian 😊❤️🙏
Love your way of teaching in a simple understandable concepts. Im mad of you..!
Thanks Kalyan for your feeback it helps a lot..
Crystal clear explanation. Simple but effective way of explaining concepts. Excellent teacher. You rock.
Awesome explanation, thanks
best productive 10 minutes of my life.
Thanks Dhritiman for this super comment you made my day 🙏☺️
Very informative, especially for a non-computer science guy like myself. Thanks!
Thanks Brent that is the essence of this channel - Making I.T. interesting for everyone.
Beautiful! Thanks for this!
Superb video
Excellent high level overview Anshul, I appreciate that you differentiated between batch data and real time data with the Lambda Architecture as it seems most applicable to modern organizations. Your explanation of dashboards as consumers was also very realistic. Your video helped me better understand the general steps in the process. +1 Subscriber.
Thanks Matthew for supporting ❤️
Thank you for the video, I learnt what data lake hydration projects are, my previous company had no proper KT, I struggled to grasp what I was doing. This was very nicely explained and cleared the doubts that I had.
Thanks♥️
Thanks for the video, I like how everything is clear.
That was incredible. Thank you so much for this crisp, yet encompassing explanation of a data pipeline. I feel I totally understand it after watching for only 10 min.
Thanks for a great overview of how the Lambda architecture can expedite the delivery of data to data consumers. For future videos, it would be helpful to map this to the roles, responsibilities, and skill requirements needed to manage this environment.
Thanks Mike for suggestion will try to add this
Great explanation and examples used. Thanks a ton !!
Thanks Manny
Very well explained session on Data Pipeline and comparison with traditional ETL. Thanks so much!
GREAT explanation, wow. Thank you so much dude! This was incredibly useful. I've subscribed!
I think, you'ver covered it all as part of Enterprise Data Architecture. This is from the technology view and bit of functional view as well. Good job!
Thanks
Really content. Bravo from France 👏👏👏
Merci Mael 😊
Thank you for this simple and clear explanation of data pipeline. Now I have a clear picture of how data flows from consumer to producer
This was very helpful, thank you!
Hi Anshul, your video was helpful. I have experience with ETL but didn't know that it was a specific type of data pipeline. Thanks for showing the different type of systems and technologies used for the concept visual that you explained with.
Thank you Kyle coming from an experienced guy means a lot. Hoping for continued support !!
Simplified and clear explanation of the concepts. Great diction and presentation. Well done!
thanks Kolawale
Thank you very much, very elaborate and concise, this import for everyone in the technical data cycle, data engineer, analyst, administrator and data scientist.
Great job man! Very straight to the point and very informative. Thank you so much!
This is superb!. I am very strange to Data Engineering, and this video gave me a super insight! Keep up the good work
Thanks Ravindu ☺️
Excellent Explanation. Keep making more videos regarding Data Engineering, AI, and Data Science.
Thanks a lot mate for your feedback and suggestion!!
Thank you, that was easy to digest
Excellent Video, clear all doubts in one go. Keep sharing.
Thank you so much brother, for clarifying some of the concepts.. Truly appreciate it. Can you suggest - Which way is the Tech Heading now - Data Warehouse Vs. Data Lake? Are DWH a thing of past?
Thanks Sourabh, DWH is here to stay its not going anywhere. Today data world has become enormously huge and there is space for DWH and DL to co exist also Datalake can not solve all business problem. There is a hybrid approach coming up wherein you have your DWH on top of your Datalake
Data Mesh
Brilliant! Thank you.
Superb! In 10 minutes, you have put such a clear picture of data pipeline in my mind that I will never forget! Many thanks for your time and sharing this valuable piece!
Such a good video, so well explained! Amazing job!
Great! The part that I liked the most was the one in wich he explained the difference between ETL and data pipeline
An excellent and yet simple explanation of the topic! Thanks a lot for creating and uploading!
Very well explained with a perfect example in the end.
clear! Thank you.
best video ever to learn from, it precisely helps me to understant this topic. just lovedd it. just go for it without a second thought... i can asure uh.
Ua very clear wid d subject. No hurry, no messy... Content delivery is ultimate... Clarified all my misunderstandings ... kudos 😍😍
It’s eyes opening and matching pieces in my head into logic, really thankful !
Amazing!!
Thanks for the video - found the comparison to an actual water pipeline very intuitive. Really enjoyed the video !
It is good that u explain the concept of data pipeline by referring to water pipeline. So much easier to understand and remember. Thank you for your video!!
Phenomenal work
Simple, easy introduction. Thanks for your patience to explain the concepts.
That was just great, thanks
Very neat and simplified approach. Cleared my doubts about the need for data pipeline vs ETL. Thanks for sharing!
There is a lot of value in explaining technology in lay man terms like this. Thanks very much!
Fantastic. Thanks a bunch!
Your teaching technique is amazing. Thank you for sharing the knowledge on data pipeline. My all doubts related to data pipeline is clear now.
Excellent explaination
Great Video !
Thank you, well done.
This is great stuff, welldone, keep it up!!!
This is meant to be a compliment. I appreciate how articulate your English is with each word you speak! Easy to listen to!
Great Video
Great vid!
Such an awesome explanation, short, crisp and to the point. Great!
Couldn't have asked for more. Very well explained, Thank you mate.
Thanks for share!
You are a wonderful teacher!!!!!!!
Awesome Video!
Great explication!!!!
Super Awesome video. Very well done !
Thanks so much! That was so thorough!