Thanku brother. I want to become data engineer but I have no money for fee. Mostly people give m suggestions but I didn't understand. But now I'm understand. God bless u
Hi thanks for the detailed roadmap. Will you please suggest and paid course for data engineering. I want switch into it from non it my age is 27 and i m doing BCA from second year
I am a person who avoids roadmaps and "cookbooks", because I believe there's a different path for everyone. So I consult data engineers colleagues and read articles to get recommendations and I take only what interests me. And I got to be honest with you, that's the best and most real roadmap I've seen. You spoke about all tools I've seen in the market and books I've been reading, so thank you. I'm really glad to be here. That's a great channel!
Great video, no irrelevant content or filler sentences. I have been studying on data engineering field for a while and I found that all information are very useful and including brief explanation about subjects. Thanks a lot for it.
Graduated for DE, tried doing my own thing after Uni, sales.. Gearing back to break into DE. Need a big refresher, it’s been almost 2 years now. Thank you so much 🙏🏽 Good luck all of u Gs
Literally so clear, im a bioinformatics student who’s trying to transition into data engineering. This makes it less intimidating and now i know where to start
As someone with over 12 years experience working with databases and data warehouses, i can vouch for Darshil and the quality of content he shares. I recommend any aspiring data engineer to follow him closely. This man is a master and a fantastic tutor.
@@DarshilParmar You deserve every bit of it Darshil. Keep inspiring the young engineers and contribute to the growth of this country. More power to you 🙂
Hi Darshil, I am an analyst with 8+ years experience who started career after a data science certification. Due to lack of programming skills I tried to escape core tech jobs and kept dabbling with tools based jobs and learnt several tools but was never consistent. After much self retrospection and with the help of a mentor like friend I have decided to dig deeper into Data engineering concepts so that I can be a better analyst. I searched about some DE concepts and happened to get your uber project video in the suggestions, must agree that have become a fan of you from the very first minute (bande me kuch baat hai), here I am on your 4th video and I know I hit one of the gold mine in this area. I would love to catch up with you, share and learn more in this Data world. Finally, yes I agree your approach of learning and your choice of tools and platforms are excellent, I suggest the same to everyone... hopefully this comment finds you and we can catch up soon.
Thanks a ton brother for simplifying the path as much for a beginner. Now this data engineering feels less overwhelming to me. And I feel I can easily start, have clear and concise picture. Everyone you see on internet lists each and every tool and technology as if a 4 year engineering course, like telling you to learn almost everything as a beginner. Even asking to learn legacy tools which hardly used in modern day, these are just burden on a beginner. We can learn fewer technologies build few projects and can call ourselves a data engineer and then we can build upon that. Thanks again❤
Oh my gosh Darshil! THANK YOU SO MUCH for the roadmap you posted. That is incredible and so generous. Thank you again for the great, detail and comprehensive video.
Thanks a lot Darshil , as for someone who might be new or even for someone who have intermidiate skills in data science stack , this video is such a boon and makes less intimidating in the learning process. Hands down one of the best data engineering roadmaps i have seen .
Extremely helpful content. For last one year I was trying to create a roadmap but wasn't able to get a clear picture. Appreciate the work very nicely present without extra jargons. ❤❤
Great delivery of information 👌👍 Only thing is looking at amount of information you share, please take small pauses so that the listener is able to grasp it 😊
Darshil - I'm Business Intelligence Manager who is looking to become a data engineer, as many of our friends in comments mentioned this is the best road map they could get to become data engineer, I totally agree with them. This is the best video or content I would say which helped me to understand where to start, I would say at this point you are my mentor and I would do everything you said to become data engineer. Also, I noticed "5. Big Data Fundamentals" topic / notes is missing in the notes you uploaded to google drive. Can you please update the list to add Bigdata Fundamentals to it. So, it is easy to get to the course material following the link. Thanks! and more love from USA.
Excellent video , you just broke it down for me and i will start my data Engineering journey now ..Thank you ... Honestly this is the best and simplist videoo you will see on youtube
This is the most helpful video, all the other videos make it sound like I have to learn every single framework and do so much. I am A computer Engineer graduate, I think I will start at Data warehouse and pi spark since I am very comfortable with Python and Java (and C but that's just hardware stuff)
Thank you so much for this video Am in the university and will be completing May-June 2024. I will like to take this data engineering paths and will need your support Please help me to start from beginning to finish
Hey Darshil , you have created very helpful video. I was frustrated because I wanted to become data engineer but dont know exact roadmap and there was lot of confusion to what I should learn first. I am with 8 years of experience as Database Developer and wasnt sure what roadmap I should follow let me share my current skillsets RDBMS(Oracle , Postgres) - Expert Python - Good Linux - Worked on Linux machines Data Warehouse - Didnt work but have theorotical knowledge DW tool like Snowflake or AWS Redshift - Need to learn Batch processing , Realtime processing - Need to learn Cloud - Have learned few AWS services like EC2 , EFS , EBS , RDS etc. Project - Have not done any so far. Now based on my current skillsets please guide me where I should focus now ?
Idk if it's just me, but my current work as a data engineer requires me to learn a lot of dev ops principles (cloudformation/templates/helm) and networking principles (VPC/subnets/security groups). I learned python and a couple other tools like dbt, airflow, etc and came from a heavy SQL background (snowflake, sql server, ssis). Having to learn this other stuff while also getting better at python, spark, and the main parts of data engineering came as a big surprise to me.
@@HeavensMeat nothing too great tbh, I used acloudguru which helped conceptually with some of the basic stuff but I found no good substitute for learning on the job/practicing with small projects and deployments in a personal account.
I've been doing infrastructure for DE for a year. In addition they have a devops team for pipeline deployment from github. So most just need to know which branch to push to. Is it a small team?
Thanks a lot Darshil for this amazing and detailed video 🙏 You sorted all the details in a very easy way which encourages anyone to start over. Thanks again brother ❤️
I am M.tech 2019 in civil, from last 6-7 month I am learning big data engineering. I hv learned Dataware house and ETL, ELT Concept MySQL, Unix, python, Hadoop, Hive, pyspark. Now doing interview prep. I am enjoying to work with this. But I am working as Asst. Prof. in engineering clg. I need your help. Is this sufficient to enter in this field? Pls reply.
I am learning data engineering and I have 3 questions, it will be great if you answer... 1. From where should I learn writing code for confluent Kafka in python, i am not able to find any resources in simple terms. 2. Is Devops Important? Should I take a course for devops too, if not whole devops can you share which topic should I focus on in devops. 3. Pls share the resources to learn data warehouse and Data Modelling (May be Ervin Tool Too). Thanks Sir.
Hi, 1. Best way I suggest is reading docs, if you are not able to find anything in simple terms then go step by step by reading confluent blog, you will have to add your own understanding to apply things. You won't get everything you need as it is so you can divide the problem in small chunks and try solving that. go step by step, don't try to learn everything about confluent kafka 2. Understanding of basic DevOps can help you such as Docker, Kubernetes, Git, CICD. Take basic course and you are good 3. I talked about this in the video but Data Warehouse Toolkit by Kimbell and by taking real-world problem and trying to build data model is the best approach. Pick any dataset, build data model and then share with people and ask them suggestions. Hope this helps, all the best !
@@DarshilParmar Thankyou sir, I am a slow learner but dheere dheere Sikh rha hu, Apka video dekhta rehta hu Thanks for your breif response... Thanks again🙂
Also bhai jara yeh bhi ek video banana itna sab yaad kaisa rakhe, how to make notes ,how to revise, how to do project Baar baar syntax Google pe dekhna pardta h for eg. Hive ke tables ka syntax, Kafka ka syntax etc. Yeh itna vast syllabus h iska Aage paath peeche sapath hote jaa rha h.
Bro, aaj bhi me google karke he syntax dekhta hu bhot sari chizo ka. Normal hai coding me, sab kuch yaad rakhna zaruri nai hai bas kaha se dhundna hai chizo ko vo important hai
I'm infatuated with this. I recently enjoyed a similar book, and I was truly infatuated with it. "Mastering AWS: A Software Engineers Guide" by Nathan Vale
Really appreciate bro. thanks for guiding professional like us since its almost 10 year i m into software development lifecycle and there is no as such carrier as well salary growth. so wanted to shift my carrier in data engineering and your videos will really help me to move in that direction. I hope u also provide practical project video which will bost our handson skill while working in real time projects
Thank you, I recently started online courses. I have Python for Data Engineering here - learn.datawithdarshil.com/courses/Python-for-Data-Engineering Launching more soon
I am have started collage this year. So I am totally new know nothing about it but I want to learn things and fast and want to start freelance as soon as possible So big thank u for this kind of content 😊😊
It’s a great explanation Darshil.. now I have a clear path to go for preparations. One doubt, what about Hadoop ecosystem? Is it not necessary to learn??
You can learn basics on Hadoop but mainly these days companies want Spark person that's why I did not include hadoop as it increases confusion among people and has extra thing to learn
@@DarshilParmar I've started from learning Hadoop(Pig, Tez, Hive, HBase, Yarn, MapReduce etc) and then i am thinking to move on to spark(pyspark) to get my fundamentals clear. Any suggestions?
i am currently working as hadoop admin, i am very much intrested in data engineering role , in my company also i am not getting data engineering role and when i am trying to learn on my own , i am learning the theory part but i am not getting much hands on experince
I am so angry with myself because why didn't I check your page earlier. I didn't crack an interview in the past because I lacked the fundamentals of the DE role. I feel confident now to restart and learn from scratch.
More projects are coming so make sure to hit LIKE button
Thank you Darshil your content has helped me a lot. I am very grateful to you.
Thanku brother. I want to become data engineer but I have no money for fee. Mostly people give m suggestions but I didn't understand.
But now I'm understand. God bless u
Very helpful as always 😊 darshil. waiting for the projects
Thank you for great video! :) Very helpful
Hi thanks for the detailed roadmap. Will you please suggest and paid course for data engineering. I want switch into it from non it my age is 27 and i m doing BCA from second year
For anyone looking for a summary:
- Section 1: Build CS Foundation, SQL
- Section 2: Dataware house, data processing frameworks, cloud platforms,
I am a person who avoids roadmaps and "cookbooks", because I believe there's a different path for everyone. So I consult data engineers colleagues and read articles to get recommendations and I take only what interests me. And I got to be honest with you, that's the best and most real roadmap I've seen.
You spoke about all tools I've seen in the market and books I've been reading, so thank you. I'm really glad to be here. That's a great channel!
Thanks man means a lot
Great video, no irrelevant content or filler sentences. I have been studying on data engineering field for a while and I found that all information are very useful and including brief explanation about subjects. Thanks a lot for it.
Graduated for DE, tried doing my own thing after Uni, sales..
Gearing back to break into DE.
Need a big refresher, it’s been almost 2 years now.
Thank you so much 🙏🏽
Good luck all of u Gs
Literally so clear, im a bioinformatics student who’s trying to transition into data engineering. This makes it less intimidating and now i know where to start
Wow, being a Product Analyst in the industry since 2020, the level of {value / time} metric here is just phenomenal. Thank you!
As someone with over 12 years experience working with databases and data warehouses, i can vouch for Darshil and the quality of content he shares. I recommend any aspiring data engineer to follow him closely. This man is a master and a fantastic tutor.
I appreciate the kind words sir
@@DarshilParmar You deserve every bit of it Darshil. Keep inspiring the young engineers and contribute to the growth of this country. More power to you 🙂
Hi Darshil, I am an analyst with 8+ years experience who started career after a data science certification. Due to lack of programming skills I tried to escape core tech jobs and kept dabbling with tools based jobs and learnt several tools but was never consistent. After much self retrospection and with the help of a mentor like friend I have decided to dig deeper into Data engineering concepts so that I can be a better analyst. I searched about some DE concepts and happened to get your uber project video in the suggestions, must agree that have become a fan of you from the very first minute (bande me kuch baat hai), here I am on your 4th video and I know I hit one of the gold mine in this area. I would love to catch up with you, share and learn more in this Data world. Finally, yes I agree your approach of learning and your choice of tools and platforms are excellent, I suggest the same to everyone... hopefully this comment finds you and we can catch up soon.
Welcome to channel, as you go deep, you'll find more goldmine that will help you to learn many things
Thanks a ton brother for simplifying the path as much for a beginner. Now this data engineering feels less overwhelming to me. And I feel I can easily start, have clear and concise picture.
Everyone you see on internet lists each and every tool and technology as if a 4 year engineering course, like telling you to learn almost everything as a beginner. Even asking to learn legacy tools which hardly used in modern day, these are just burden on a beginner.
We can learn fewer technologies build few projects and can call ourselves a data engineer and then we can build upon that.
Thanks again❤
Second with you
Skills for Data Engineering in 2024 -
1. Python
2. SQL
3. Linux Commands
4. Data warehouse concepts
5. Snowflex
6. Pi Spark
7. AWS
8. Airflow Apache
Oh my gosh Darshil! THANK YOU SO MUCH for the roadmap you posted. That is incredible and so generous. Thank you again for the great, detail and comprehensive video.
GREAT resource! Thank you.
Thanks a lot Darshil , as for someone who might be new or even for someone who have intermidiate skills in data science stack , this video is such a boon and makes less intimidating in the learning process. Hands down one of the best data engineering roadmaps i have seen .
Thank you! Exactly what I need to have an idea where to start.
Thank you Darshil for the Direction...
Extremely helpful content. For last one year I was trying to create a roadmap but wasn't able to get a clear picture. Appreciate the work very nicely present without extra jargons. ❤❤
Awesome roadmap and thanks for making great content... really appreciate it 🙏
My pleasure!
Great delivery of information 👌👍
Only thing is looking at amount of information you share, please take small pauses so that the listener is able to grasp it 😊
Awsome ROAD MAP==> Data Engineer......thanks a ton Darshil for your sincere effrorts.......
Thanks a ton
Thank you, Darshil! This is very helpful. You are a huge help!
Darshil - I'm Business Intelligence Manager who is looking to become a data engineer, as many of our friends in comments mentioned this is the best road map they could get to become data engineer, I totally agree with them. This is the best video or content I would say which helped me to understand where to start, I would say at this point you are my mentor and I would do everything you said to become data engineer. Also, I noticed "5. Big Data Fundamentals" topic / notes is missing in the notes you uploaded to google drive. Can you please update the list to add Bigdata Fundamentals to it. So, it is easy to get to the course material following the link. Thanks! and more love from USA.
Dil se shukriya, very clear now
best road map, very clearly explained
Bro literally find it useful, definitely going to follow this roadmap! Thanks a lot :)
Such a great explanation, thank you so much. 😊
Amazing video on where, what and how to start if you are looking to pursue a career in data engineering. Thank you.
Thank u so much darshil... I'm speachless 😇
Thank you so much by clearing the way to data engineering
Thank you, Darshil! Concise and very clear.
Glad it was helpful!
Great video Darshil, very consise and informative. I've downloaded the roadmap, many thanks. Subbed!
Awesome, thank you!
Thank Darshil. This is very helpful
Excellent video , you just broke it down for me and i will start my data Engineering journey now ..Thank you ... Honestly this is the best and simplist videoo you will see on youtube
Glad it was helpful!
This is the most helpful video, all the other videos make it sound like I have to learn every single framework and do so much. I am A computer Engineer graduate, I think I will start at Data warehouse and pi spark since I am very comfortable with Python and Java (and C but that's just hardware stuff)
Thank you so much for this video
Am in the university and will be completing May-June 2024.
I will like to take this data engineering paths and will need your support
Please help me to start from beginning to finish
You made it so easy to understand.....kudos to you brother😇😇
Thank you for the great content, Darshil!
My pleasure!
Hey Darshil , you have created very helpful video. I was frustrated because I wanted to become data engineer but dont know exact roadmap and there was lot of confusion to what I should learn first. I am with 8 years of experience as Database Developer and wasnt sure what roadmap I should follow let me share my current skillsets
RDBMS(Oracle , Postgres) - Expert
Python - Good
Linux - Worked on Linux machines
Data Warehouse - Didnt work but have theorotical knowledge
DW tool like Snowflake or AWS Redshift - Need to learn
Batch processing , Realtime processing - Need to learn
Cloud - Have learned few AWS services like EC2 , EFS , EBS , RDS etc.
Project - Have not done any so far.
Now based on my current skillsets please guide me where I should focus now ?
Idk if it's just me, but my current work as a data engineer requires me to learn a lot of dev ops principles (cloudformation/templates/helm) and networking principles (VPC/subnets/security groups).
I learned python and a couple other tools like dbt, airflow, etc and came from a heavy SQL background (snowflake, sql server, ssis). Having to learn this other stuff while also getting better at python, spark, and the main parts of data engineering came as a big surprise to me.
Any good sources to learn those?
@@HeavensMeat nothing too great tbh, I used acloudguru which helped conceptually with some of the basic stuff but I found no good substitute for learning on the job/practicing with small projects and deployments in a personal account.
I've been doing infrastructure for DE for a year. In addition they have a devops team for pipeline deployment from github. So most just need to know which branch to push to.
Is it a small team?
Thank you for the awesome video!!
Thank you, you're video was very helpful 💯
Thanks!
Thanks a lot Darshil for this amazing and detailed video 🙏
You sorted all the details in a very easy way which encourages anyone to start over.
Thanks again brother ❤️
Thank you so much for making this. Very helpful.
It was great and worthwhile to watch the amazing video on data engineering and right path suggested
I am M.tech 2019 in civil, from last 6-7 month I am learning big data engineering. I hv learned Dataware house and ETL, ELT Concept MySQL, Unix, python, Hadoop, Hive, pyspark. Now doing interview prep. I am enjoying to work with this. But I am working as Asst. Prof. in engineering clg.
I need your help.
Is this sufficient to enter in this field? Pls reply.
you got job bro?
I will come here again after following this roadmap and getting job in data engineering as a fresher
Well explained, thanks for this.
Thanks! This is really helpful
I am learning data engineering and I have 3 questions, it will be great if you answer...
1. From where should I learn writing code for confluent Kafka in python, i am not able to find any resources in simple terms.
2. Is Devops Important? Should I take a course for devops too, if not whole devops can you share which topic should I focus on in devops.
3. Pls share the resources to learn data warehouse and Data Modelling (May be Ervin Tool Too).
Thanks Sir.
Hi,
1. Best way I suggest is reading docs, if you are not able to find anything in simple terms then go step by step by reading confluent blog, you will have to add your own understanding to apply things. You won't get everything you need as it is so you can divide the problem in small chunks and try solving that.
go step by step, don't try to learn everything about confluent kafka
2. Understanding of basic DevOps can help you such as Docker, Kubernetes, Git, CICD. Take basic course and you are good
3. I talked about this in the video but Data Warehouse Toolkit by Kimbell and by taking real-world problem and trying to build data model is the best approach.
Pick any dataset, build data model and then share with people and ask them suggestions.
Hope this helps, all the best !
@@DarshilParmar Thankyou sir,
I am a slow learner but dheere dheere Sikh rha hu,
Apka video dekhta rehta hu
Thanks for your breif response...
Thanks again🙂
@@quiet8691bro I want to become data engineer pls suggest me what are required skills and sources pls it will be helpful for me
Awsome explination. Keep Going!
This was actually very helpful. Cleared so many things in my mind about the different technologies. thank you.
Glad it was helpful!
Great concise and informative
Thank you for this insightful video.
Also bhai jara yeh bhi ek video banana itna sab yaad kaisa rakhe, how to make notes ,how to revise, how to do project
Baar baar syntax Google pe dekhna pardta h for eg. Hive ke tables ka syntax, Kafka ka syntax etc.
Yeh itna vast syllabus h iska
Aage paath peeche sapath hote jaa rha h.
Bro, aaj bhi me google karke he syntax dekhta hu bhot sari chizo ka.
Normal hai coding me, sab kuch yaad rakhna zaruri nai hai bas kaha se dhundna hai chizo ko vo important hai
Thank you so much for perfect roadmap God bless
Finally I got it best roadmap
Thanks darshil for useful insights
Welcome!
Thank-you, can you frame a course covering basics and intermediates?
Awesome work
Thanks a lot for making it super easy for us.
great video! overall, not too specific and general depiction of the pathway. Thank you very much!
My eyes met brows and formed eyebrows
Great video, thanks!
Section 1
I am completely new in data engineering.
I'm infatuated with this. I recently enjoyed a similar book, and I was truly infatuated with it. "Mastering AWS: A Software Engineers Guide" by Nathan Vale
Thanks Dharsil.. it’s awesome Map to Hit the CV’s
All the best
Really appreciate bro. thanks for guiding professional like us since its almost 10 year i m into software development lifecycle and there is no as such carrier as well salary growth. so wanted to shift my carrier in data engineering and your videos will really help me to move in that direction. I hope u also provide practical project video which will bost our handson skill while working in real time projects
Thank you!
Hi Darshil, will ChatGPT have any impact on Data engineering field?
I will make video on this topic soon, getting lot of questions on this!
Lovd it. Much helpful.
Very Nice being and doing fabulous work .
Thank you very much. was simple explanation but this is best
One word ‘phenomenal’ video
Thank you
You are simply superb and life saver
Great content!
Thank you
Hi Darshil, such a good explanation about the roadmap. Do you have any plans to start a course and provide training.
Thank you, I recently started online courses. I have Python for Data Engineering here - learn.datawithdarshil.com/courses/Python-for-Data-Engineering
Launching more soon
Thanks for the wonderful job u doing ..
thank you so much 😇
Your contents never disappoints. Thanks for an another awesome material
Thank you for the support
THANKYOU SOO MUCH SIR
Will you suggest some structured course?
Where I can find the doc file you showed at the end of the video?
I am have started collage this year. So I am totally new know nothing about it but I want to learn things and fast and want to start freelance as soon as possible
So big thank u for this kind of content 😊😊
You can do it!
It’s a great explanation Darshil.. now I have a clear path to go for preparations. One doubt, what about Hadoop ecosystem? Is it not necessary to learn??
Most of the companies are focusing on spark so not really, if you want then you can explore the basics and move on
very helpful. Just one question, No Hadoop?
You can learn basics on Hadoop but mainly these days companies want Spark person that's why I did not include hadoop as it increases confusion among people and has extra thing to learn
@@DarshilParmar I've started from learning Hadoop(Pig, Tez, Hive, HBase, Yarn, MapReduce etc) and then i am thinking to move on to spark(pyspark) to get my fundamentals clear. Any suggestions?
@@mohitmotwani9256 Looks good to me
@@DarshilParmar Thank you Darshil.
Where can I get that roadmap notebook you shared at the end of video.
Thank you so much
Subscribed 😍just found your channel and its helpful
Great video very helpfull, Thank You so much for your efforts 🙏🧿
Hi, I am a solution architect in the mining industry and would like to move over to Data Engineering.
Do you recomend learning all 3 or just 1 progam lanugange?
i am currently working as hadoop admin, i am very much intrested in data engineering role , in my company also i am not getting data engineering role and when i am trying to learn on my own , i am learning the theory part but i am not getting much hands on experince
Hey can you please explain which tools we need tonlearn
Top notch content
is data engineer and big data engineer are same thing?
very helpful video
Спасибо, бро!
I am so angry with myself because why didn't I check your page earlier. I didn't crack an interview in the past because I lacked the fundamentals of the DE role. I feel confident now to restart and learn from scratch.
I am fresher and what would you suggest- Azure or Snowflake with AWS?
Thank you