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azure data engineer project | azure data engineer project end to end 

learn by doing it
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#azuredataengineer #azuredataengineering #azuredatafactory #azuredataengineer #endtoendproject #azuredataengineeringproject #azureintamil #azuredatafactory #azuredatabricks #azuresynapseanalytics #azuredatalake #datalake #powerbi
Lets build a complete End to End Azure Data Engineering Project. In this project we are going to create an end to end data platform right from Data Ingestion, Data Transformation, Data Loading and Reporting.
The tools that are covered in this project are,
1. SQL server migration
2. Azure Data Factory
3. Azure Data Lake Storage Gen2
4. Azure Databricks
5. PYSPARK
6. SPARK SQL
7. Microsoft Power BI
The use case for this project is building an end to end solution by ingesting the tables from on-premise SQL Server database using Azure Data Factory and then store the data in Azure Data Lake. Then Azure databricks is used to transform the RAW data to the most cleanest form of data and finally using Microsoft Power BI to integrate with Azure synapse analytics to build an interactive dashboard.
In this video we are going to do one complete end to end azure data engineer project and we will see how in real time as azure data engineer.
we have covered complete azure data engineering project using sql server, azure data factory , databricks , spark sql and using power BI
Want more similar videos- hit like, comment, share and subscribe
❤️Do Like, Share and Comment ❤️
❤️ Like Aim 5000 likes! ❤️
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Please like & share the video.
Subscribe - / @learnbydoingit
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Chapters:
0:00 azure data engineer Project Introduction
2:50 OnPrem SQL setup
4:36 azure blob storage
6:35 azure data factory creation
7:38 azure data factory pipeline
8:44 Integration run time
14:47 Databricks
20:59 PySpark & Spark SQL
30:12 Power BI
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dataset - drive.google.c...
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AWS DATA ENGINEER : • AWS Data Engineer Basic
Azure data engineer playlist : • Azure Data Engineer
SQL PLAYLIST : • SQL playlist
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📣Want to connect with me? Check out these links:📣
Join telegram to discuss t.me/+Cb98j1_f...
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what we have covered in this video:
Complete end to end azure data engineer project
- DATA Migration from on prem SQL to Azure Cloud
- How to create azure storage account
- how to create azure data factory
- how to setup integration run time
- how to create azure data factory pipeline
- how to mount cloud to Databricks
- Databricks
- Pyspark for data cleaning
- Spark SQL for analysis
- POWER BI for visualization
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Hope you liked this video and learned something new :)
See you in next video, until then Bye-Bye!
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TAGS:
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14 авг 2024

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Комментарии : 170   
@kabilannagarajan
@kabilannagarajan 8 месяцев назад
Great work Brother, please add more projects like this end to end, you have covered 3 months project in 45 mins, great
@shabeerkhan379
@shabeerkhan379 3 дня назад
Hi Brother - Keep uploading more projects & thanks !
@Manwithguts1
@Manwithguts1 23 дня назад
this video is helpful for training people who are learning to transition to cloud computing.keep posting
@lifeitnow9600
@lifeitnow9600 6 месяцев назад
Great work...and most common scenario that's widely used has been covered....Keep posting such quality work in a simple and understandable to all viewers!!!!
@yadi4diamond
@yadi4diamond 7 месяцев назад
Your videos motivates an engineer to become a Data Engineer. Thanks for great teaching.
@hariprasad6252
@hariprasad6252 2 месяца назад
One of the best session I have ever seen this much simple and clear explanation and sir plz try to provide complete course for Azure data engineer .... 👏👏💐💐
@revcuts4648
@revcuts4648 5 месяцев назад
Idk how to express my appreciation to you, this is very helpful. Main apse aur sikhna chahta hon pls videos dalte rahiye 👑
@fredoderazin7541
@fredoderazin7541 9 месяцев назад
This guy is king! Thank you for making this presentation. It’s a very practical training project.
@gtanation4729
@gtanation4729 7 месяцев назад
Thankyou sooooo muchhh. Before this playlist i was 0 in this field but after watching all the videos of this playlist i am very confident that i can easily do azure data engineering. Thankyou againn keep uploading... We want more videos
@kirigayakazutuu
@kirigayakazutuu 3 месяца назад
You saved my life man, Thanks bro
@kirantulluri
@kirantulluri 3 месяца назад
This wonderful video, thanks taking time to explain in detail.
@user-rh3dr5tc8t
@user-rh3dr5tc8t 9 месяцев назад
Great Explanation and easy to understand... I learnt lot process knowledge from this video. Thanks for sharing this awesome video. Please add more end to end videos for different scenarios.
@gauranshbhutani592
@gauranshbhutani592 8 месяцев назад
Amazing work my man, kudos, thank you so so much, Can you make more of such project based on healthcare data KPIs end to end and not use CSVs but connect data from Azure to power BI , Thanks a million, amazing project
@aneerabdulkareem1524
@aneerabdulkareem1524 8 месяцев назад
Great Work. Good tutorial. Thanks for all your efforts
@vedvikatechzone
@vedvikatechzone 10 месяцев назад
Great work Brother, please add more projects like this end to end.
@USpilla143
@USpilla143 7 месяцев назад
Very helpful,thanks for making this happened.Really worthy Vedioes ,Thanks Bro
@SyedliyakathaliAli
@SyedliyakathaliAli Месяц назад
Neat and clear explanation, Thank you
@user-gu5mn9zj5h
@user-gu5mn9zj5h 5 месяцев назад
great work bro, so much usefull information. Thanks for the video
@kumareshkrm7092
@kumareshkrm7092 10 месяцев назад
Great work. Please keep do end to end projects like this.
@babarhussain7018
@babarhussain7018 8 месяцев назад
You got another subscriber. Love your videos, very concise and easy to to understand. Keep posting😊
@rabbanishaik2363
@rabbanishaik2363 9 месяцев назад
Very informative video. Good Job. Thank you so much.
@srinivasaraog3180
@srinivasaraog3180 2 месяца назад
Very good information
@balamuralibattala3283
@balamuralibattala3283 10 месяцев назад
Thank you so much for sharing the knowledge
@learnbydoingit
@learnbydoingit 10 месяцев назад
Thanks
@maheshvenkat9256
@maheshvenkat9256 Месяц назад
Excellent work
@happyheart9431
@happyheart9431 8 месяцев назад
Million thanks..you are absolutely great..
@apurvavaidya12
@apurvavaidya12 6 месяцев назад
THANK YOU FOR THE VIDEO KEEP DOING THE GREAT WORK
@Rajesh-gm3fb
@Rajesh-gm3fb 17 дней назад
Good Job bro...I love you...
@PraveenKumar-ev1uv
@PraveenKumar-ev1uv 7 месяцев назад
Awesome job..Appreciated
@saivems8452
@saivems8452 7 месяцев назад
Suggestion - Go slow please. It's like chasing the topics....
@Optimus_prim33
@Optimus_prim33 3 месяца назад
Good good.
@chiranthyn1126
@chiranthyn1126 10 месяцев назад
Great work.
@srinuvaas-lf2xs
@srinuvaas-lf2xs 2 месяца назад
Great job. Thanks a lot !!
@harshpatel3384
@harshpatel3384 6 месяцев назад
Good work
@bachushankaraih5188
@bachushankaraih5188 7 месяцев назад
Good
@keshavofficial4542
@keshavofficial4542 7 месяцев назад
Super explanation bro..keep it up ..
@swaroopblazing9568
@swaroopblazing9568 10 месяцев назад
thank you for your contribution
@learnbydoingit
@learnbydoingit 10 месяцев назад
Thanks
@user-cn4rq4mu7e
@user-cn4rq4mu7e 5 месяцев назад
great bro
@wajidturi
@wajidturi 10 месяцев назад
Great work
@digitalsevasolutions
@digitalsevasolutions 10 месяцев назад
Very helpful
@vallepumadhu3650
@vallepumadhu3650 10 часов назад
Please make a video how to connect from SQL server configuration (permission, certificate authentication, reaming )and adf with linked service configuration because all are getting errors while test the connection in linked service
@learnbydoingit
@learnbydoingit 10 часов назад
Ok I will upload
@vallepumadhu3650
@vallepumadhu3650 10 часов назад
@@learnbydoingit below i commented exact error
@madhusudhanmm3406
@madhusudhanmm3406 10 месяцев назад
Good explanation bro and one small request could you please post the end to end steps on note format/bullet points/short point to point in notepad also?
@priyankadubey2528
@priyankadubey2528 2 месяца назад
Could you please share some videos for SQL projects, which i can include in my resume. Thanks
@mnirani5230
@mnirani5230 10 месяцев назад
Thanks pls upload more projects
@learnbydoingit
@learnbydoingit 10 месяцев назад
Sure
@Akash13315
@Akash13315 10 месяцев назад
Great..thank you
@learnbydoingit
@learnbydoingit 10 месяцев назад
Thanks
@sanskritisharma5447
@sanskritisharma5447 10 месяцев назад
Thanks this is really helpful
@learnbydoingit
@learnbydoingit 10 месяцев назад
Good to hear
@mareswararaomalle9958
@mareswararaomalle9958 Месяц назад
Please do video on health care project
@user-jl5ky6qe8o
@user-jl5ky6qe8o 10 месяцев назад
Great work bro
@josemanuelgutierrez4095
@josemanuelgutierrez4095 5 месяцев назад
do you have any projects using event hubs , stream analytics ,or synapse analyrtics ?
@chitrarekhatiwari6629
@chitrarekhatiwari6629 10 месяцев назад
Thank you so much for this
@learnbydoingit
@learnbydoingit 10 месяцев назад
Thanks
@dianeavwenaghagha1193
@dianeavwenaghagha1193 20 дней назад
what happens if connection is not successful after download of the integration runtime
@TheHani82
@TheHani82 10 месяцев назад
Kindly maintain low pitch voice while talking in the video
@learnbydoingit
@learnbydoingit 10 месяцев назад
Sure will take care.. Mic prblm
@nikhilrothe3419
@nikhilrothe3419 8 месяцев назад
Thank you bro
@dhananjaymali6242
@dhananjaymali6242 4 месяца назад
great explanation only one doubt, databricks community edition isn't available now then how to practice databricks portion
@learnbydoingit
@learnbydoingit 4 месяца назад
Will make video for that
@mukuljha9740
@mukuljha9740 10 месяцев назад
Thanks a Lot Bro.
@learnbydoingit
@learnbydoingit 10 месяцев назад
Thanks 👍
@fahadmahmood7150
@fahadmahmood7150 9 месяцев назад
Very Great explanation.! Could you please post some more content where u have moved the data from on-premise to ADLS gen using incremental/Delta approach. Once we did the full load on daily baisis i want to load the Incremental / change data based on last modified date of file which we have generated and take the MAX time stamp of source column.
@learnbydoingit
@learnbydoingit 9 месяцев назад
Incremental load video is a available in channel
@nareshm9473
@nareshm9473 6 месяцев назад
Great efforts. One time process is fine,but what if we want this to happen as a continuous process, I mean refresh of data every 1 hour?
@learnbydoingit
@learnbydoingit 6 месяцев назад
Do you mean hourly refresh ?
@user-pk8iz4bu7c
@user-pk8iz4bu7c 7 месяцев назад
Can anyone provide the notebook document for databricks part.
@user-dq4yf6mk7m
@user-dq4yf6mk7m 10 месяцев назад
Thanks alot
@learnbydoingit
@learnbydoingit 10 месяцев назад
Thanks
@prateekkumar-xc6uo
@prateekkumar-xc6uo 10 месяцев назад
Can you also show us how to pass key & scope instead of passing directly ?
@learnbydoingit
@learnbydoingit 10 месяцев назад
Will upload that too
@SomeOne-qv2tf
@SomeOne-qv2tf 22 дня назад
aggregate table creation error: IllegalArgumentException: All week-based patterns are unsupported since Spark 3.0, detected: e, Please use the SQL function EXTRACT instead
@learnbydoingit
@learnbydoingit 21 день назад
Not sure about this error ...which part u are stuck
@YogeshSingh-b1v
@YogeshSingh-b1v 4 дня назад
any idea how to connect sql server via azue data studio to azure data factory in macbook
@learnbydoingit
@learnbydoingit 4 дня назад
I haven't uploaded video but you will get similar video in youtube
@hassansaleem3784
@hassansaleem3784 27 дней назад
On second slide you have mentioned ' We have to build one pipeline which will transfer data and run daily' What do you mean by run daily ?
@learnbydoingit
@learnbydoingit 26 дней назад
Daily schedule
@hassansaleem3784
@hassansaleem3784 24 дня назад
@@learnbydoingit But how the pipeline will trigger daily ? Because we haven't set any schedule!!
@World_Exploror
@World_Exploror 9 месяцев назад
Please share notebook it will be helpful
@ruckyA
@ruckyA 10 месяцев назад
What is the benefit of using data bricks in here , i think you can also use power BI to do some data processing and manuplation
@learnbydoingit
@learnbydoingit 10 месяцев назад
Yes but if you have millions of records and that too keep on increasing so we create aggregate and then we do reporting on top of it... Here we have less columns and less data so directly u can use power bi no doubt.. But think about big data
@user-gg5kt7qy6b
@user-gg5kt7qy6b 4 месяца назад
one interview qs from tech mahindra is how you give the names to tables in sql ,comment the ans pls
@mihirit7137
@mihirit7137 6 месяцев назад
I wanted to know if the pipeline is real time , i.e. if there are changes made in the Flatfile or SQL or data is added will it be reflected in powerbi ?
@learnbydoingit
@learnbydoingit 6 месяцев назад
Yes
@bhartimankar4052
@bhartimankar4052 Месяц назад
Hello! I really appreciate this excellent tutorial. Thank u for the amazing content. However when I tried to copy data , I encountered an error "Schema import failed: Please select a table" . however my table is showing and selected still got that error in 12:03 .Could you kindly assist me with this issue? Thank you in advance for your help!
@learnbydoingit
@learnbydoingit Месяц назад
Do select import schema as none while selecting table I have created video for this error yesterday please do watch
@learnbydoingit
@learnbydoingit Месяц назад
Pls follow ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-2N9VIyRsTd8.htmlsi=8oA5P6qLIGT83tlm
@bhartimankar4052
@bhartimankar4052 Месяц назад
Thanks for your fast reply and all your efforts. Its worked .
@Canadian_Drizzles
@Canadian_Drizzles Месяц назад
Hi. I can't connect Data Factory with the server. I couldn't find the username and password. Can you please help me to fix this issue?
@learnbydoingit
@learnbydoingit Месяц назад
Hope which creating server u have given authentication method and pass username and password
@sandeepivs
@sandeepivs 18 дней назад
Please share us the ppt
@mainuddinali9561
@mainuddinali9561 8 месяцев назад
i m not able to find user name, server name and password in my sql
@learnbydoingit
@learnbydoingit 8 месяцев назад
Will upload video for that
@mainuddinali9561
@mainuddinali9561 8 месяцев назад
@@learnbydoingit if it is possible,plz do hurry
@user-pk8iz4bu7c
@user-pk8iz4bu7c 7 месяцев назад
Facing same issue. Unable to get the password from SQL server. Please reply urgently @learnbydoingit
@yogeshvanare133
@yogeshvanare133 6 месяцев назад
brother can you send this power point sheet
@logsofzany
@logsofzany 4 месяца назад
what about the pipeline bro? doesn't require?
@logsofzany
@logsofzany 4 месяца назад
bro just told me, I love you but as a friend by liking my doubt comment but not answering it💀💀🤡
@Rahul-wu1ig
@Rahul-wu1ig 5 месяцев назад
bro when we say we need to learn python for azure data engineering. Is that mean that we are learning python for pyspark? please clear this doubt, coz I understand pyspark, but I don't want to do python in deep, I know the basics of python.
@learnbydoingit
@learnbydoingit 5 месяцев назад
Yes pyspark for data engineer..
@Rahul-wu1ig
@Rahul-wu1ig 5 месяцев назад
@@learnbydoingit so it means we are learning python just to understand pyspark and implement it?
@zahidalam7831
@zahidalam7831 5 месяцев назад
How to connect sql server and what would be the user and password , i already installed sql server management ???? Kindly help me out .
@learnbydoingit
@learnbydoingit 5 месяцев назад
While installing there is process to setup login and password and if you havent done then also there is process to add
@zahidalam7831
@zahidalam7831 5 месяцев назад
@@learnbydoingit how to do now, it's already installed sir
@matthewmark7224
@matthewmark7224 8 месяцев назад
great video but i was unable to use the integration runtime using postgresql. how do i download the sql you are using? is it free?
@learnbydoingit
@learnbydoingit 8 месяцев назад
Yes it's free use sql server download in google
@matthewmark7224
@matthewmark7224 8 месяцев назад
@@learnbydoingit ok thanks. it worked.
@user-gt8bz4tw6u
@user-gt8bz4tw6u 2 месяца назад
Power bi needs to data engineer jobs? ,i think its for data analytics right
@learnbydoingit
@learnbydoingit 2 месяца назад
Yes it's for analytics but in few companies you have to build report also
@LuckyAzher
@LuckyAzher Месяц назад
integration run time issue cannot connect to sql server
@learnbydoingit
@learnbydoingit Месяц назад
Have u created Integration run timr
@LuckyAzher
@LuckyAzher Месяц назад
@@learnbydoingit still no struck to that error since that day now the latest error im getting make sure sql db firewall allows integration run time to acess please help
@SH-cy6lh
@SH-cy6lh 10 месяцев назад
Bro are you on LinkedIn?
@asitadeka4010
@asitadeka4010 Месяц назад
can anyone help me if i wan to put this project in resume what description shoulf i write
@learnbydoingit
@learnbydoingit Месяц назад
U can mention about data pipeline , pyspark databricks and visualization part
@Kalyan91
@Kalyan91 17 дней назад
What is the title of the project so that i can add it in my resume?
@learnbydoingit
@learnbydoingit 17 дней назад
Data migration and analysis
@yashsharma-td6ii
@yashsharma-td6ii 5 месяцев назад
This project is done on azure cloud right ??
@learnbydoingit
@learnbydoingit 5 месяцев назад
Yes
@sanjud198
@sanjud198 5 месяцев назад
i am unable to mount using this way. Can you please help me in this regard
@learnbydoingit
@learnbydoingit 5 месяцев назад
What is the error need to debug
@learnbydoingit
@learnbydoingit 5 месяцев назад
What is the error need to debug
@user-pq7yc3fl7o
@user-pq7yc3fl7o 10 месяцев назад
hi where is the data file
@learnbydoingit
@learnbydoingit 10 месяцев назад
It's there in telegram and description also I will add in hour
@user-fm8qd8bu6m
@user-fm8qd8bu6m 7 месяцев назад
hie can i do this project entirely on the cloud without on premises servers
@learnbydoingit
@learnbydoingit 7 месяцев назад
Yes use sql db in azure
@asthasatija-f1y
@asthasatija-f1y 23 дня назад
What does KPI means?
@learnbydoingit
@learnbydoingit 23 дня назад
KPI stands for Key Performance Indicator, which is a quantifiable metric used to track progress towards a specific business objective.
@therestfulmedia363
@therestfulmedia363 6 месяцев назад
How to check sql server password I can see user name but password I can’t see in my SSMS
@learnbydoingit
@learnbydoingit 6 месяцев назад
Is this windows authentication?
@learnbydoingit
@learnbydoingit 6 месяцев назад
While setting up ssms there is option.to setup username and password... Second way is to add login ur name and password
@vijaykanaparthi980
@vijaykanaparthi980 10 месяцев назад
Ur lecture so fast...
@learnbydoingit
@learnbydoingit 10 месяцев назад
Will take care but each step wr have covered you will definitely like... You can slow RU-vid speed
@insidehead
@insidehead 6 месяцев назад
How much amount I will be charged to do perform these workflow?
@learnbydoingit
@learnbydoingit 6 месяцев назад
SQL server free , power bi free , databricks free edition and only for azure if you have not created account you can create 30 days free and practice.
@insidehead
@insidehead 6 месяцев назад
@@learnbydoingit I know actually my ac expired. That's y I asked
@SomeOne-qv2tf
@SomeOne-qv2tf 22 дня назад
i got 3 errors 154 commented memebers not got any single error woow great please help
@learnbydoingit
@learnbydoingit 21 день назад
What is the error
@Sandy-zn7vy
@Sandy-zn7vy 10 месяцев назад
I m not able to find in SQL server
@learnbydoingit
@learnbydoingit 10 месяцев назад
Will upload today
@sejalahire1370
@sejalahire1370 10 месяцев назад
@@learnbydoingit have u uploaded it sir? i m not able to find server name and ur vdo related to that as well..please help sir
@learnbydoingit
@learnbydoingit 10 месяцев назад
@@sejalahire1370 server name is while login you see name in sql
@madheshrajs1675
@madheshrajs1675 10 месяцев назад
Bro the azure services you are using is free of cost?? If not, is there any way to use it free. Can you please help me on this. I'm trying to do by practice but stuck in the above questions.
@learnbydoingit
@learnbydoingit 10 месяцев назад
Free for one month
@therestfulmedia363
@therestfulmedia363 6 месяцев назад
11:31 what is username and password, how can I know
@learnbydoingit
@learnbydoingit 6 месяцев назад
Sql ?
@therestfulmedia363
@therestfulmedia363 6 месяцев назад
Yes
@learnbydoingit
@learnbydoingit 6 месяцев назад
If urs showing windows authentication then there is process to setup user name and password you can search in youtube
@grandhisandeep007
@grandhisandeep007 10 месяцев назад
Please keep the ppt we will verify
@learnbydoingit
@learnbydoingit 10 месяцев назад
What you want to verify?
@learnbydoingit
@learnbydoingit 10 месяцев назад
Uploaded in telegram
@Sandy-zn7vy
@Sandy-zn7vy 10 месяцев назад
Where to find SQL server user name and password
@learnbydoingit
@learnbydoingit 10 месяцев назад
While installing we have option to setup or you can add in logic and do i will upload video for that
@Sandy-zn7vy
@Sandy-zn7vy 10 месяцев назад
@@learnbydoingit please make a video on this
@shyammaths5705
@shyammaths5705 7 месяцев назад
could you provide csv file
@learnbydoingit
@learnbydoingit 7 месяцев назад
Available in description
@user-xo7ju5rr8z
@user-xo7ju5rr8z 5 месяцев назад
Speak slow😮
@learnbydoingit
@learnbydoingit 5 месяцев назад
Will try that
@user-xo7ju5rr8z
@user-xo7ju5rr8z 5 месяцев назад
@@learnbydoingit thanks for accepting...
@user-xo7ju5rr8z
@user-xo7ju5rr8z 5 месяцев назад
@@learnbydoingit Sir I have one question..I joined MNC as a fresher and its been 2 and half year.But I Have worked only for 10 to 11 months and around 4 to 5 was training period. Other than this I was on bench and they are not putting me in project. But Now I planning to change the company but I dont know how to clear interviews as I didnt work much..Dont know what exactly the projects Are...Please give me an idea how to prepare I have knowledge on sql, Sql server, Power BI, Adf, Adb, Synapse, Snowflake basics. Please help me sir😌
@shaqibiqbal1839
@shaqibiqbal1839 6 месяцев назад
Hey at 22:59 , I am doing same step but i am getting an error that "SyntaxError: invalid syntax (, line 1) File :1 select * from online_sale_analysis ^ SyntaxError: invalid syntax" Even though i have created "df.createOrReplaceTempView('online_sale_analysis')" and it is successfully done. What is this error ?
@shaqibiqbal1839
@shaqibiqbal1839 6 месяцев назад
I have done that mouting part and created df
@learnbydoingit
@learnbydoingit 6 месяцев назад
Do check df is created or not
@shaqibiqbal1839
@shaqibiqbal1839 6 месяцев назад
yes it created even though i can see dataframe data@@learnbydoingit
@shaqibiqbal1839
@shaqibiqbal1839 6 месяцев назад
yes it is created i can access my df and can see df data @@learnbydoingit
@shaqibiqbal1839
@shaqibiqbal1839 6 месяцев назад
Yes i checked df is already created and able to access df but still having same issue@@learnbydoingit
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