How I Would Learn Data Engineering 2024 (If I could start over)
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- Опубликовано: 21 июл 2024
- Join Course Python for Data Engineering - datavidhya.com/courses
Learn how to become a data engineering expert in 2023 with this comprehensive guide. From understanding the basics to mastering advanced techniques, this video covers everything you need to know to excel in the field.
Whether you're just starting out or looking to refresh your skills, this tutorial is a must-watch for anyone interested in data engineering. Don't miss out on the opportunity to take your career to the next level - watch now and start your journey to becoming a top data engineer today!
Complete Data Engineering Roadmap 2023 - docs.google.com/document/d/1M...
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Timestamps
0:00 Introduction (very important)
2:28 Section 1 - Getting into Data Engineering
5:08 Section 2 - Building a strong foundation
10:14 Section 3 - Modern Data Stack and Advance skills
12:30 Learn Data Engineering + Projects
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✨ Tags ✨
how to become data engineer in 2023, data engineering projects for free, path to learn data engineering, big data engineer for beginner, data science vs data engineer
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#dataengineer #bigdata #2023
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,
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 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
Thank you, Darshil! This is very helpful. You are a huge help!
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
Bro literally find it useful, definitely going to follow this roadmap! Thanks a lot :)
Wow, being a Product Analyst in the industry since 2020, the level of {value / time} metric here is just phenomenal. Thank you!
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. ❤❤
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
Great video Darshil, very consise and informative. I've downloaded the roadmap, many thanks. Subbed!
Awesome, thank you!
Thank you, Darshil! Concise and very clear.
Glad it was helpful!
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 .
Awesome roadmap and thanks for making great content... really appreciate it 🙏
My pleasure!
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 ❤️
Thanks a lot Darshil,what an explanation
Such a great explanation, thank you so much. 😊
Thank you for the great content, Darshil!
My pleasure!
This was actually very helpful. Cleared so many things in my mind about the different technologies. thank you.
Glad it was helpful!
GREAT resource! Thank you.
Thank u so much darshil... I'm speachless 😇
Thank you! Exactly what I need to have an idea where to start.
Thank Darshil. This is very 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)
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
Thank you Darshil for the Direction...
Thank you, you're video was very helpful 💯
Thank you for the awesome video!!
It was great and worthwhile to watch the amazing video on data engineering and right path suggested
This video is so helpful. Thank you.
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
Awsome explination. Keep Going!
Thank you so much for making this. Very helpful.
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 😊
Thanks! This is really helpful
Great concise and informative
Thank you so much by clearing the way to data engineering
Amazing video on where, what and how to start if you are looking to pursue a career in data engineering. Thank you.
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!
Thanks a lot for making it super easy for us.
Thank you so much for perfect roadmap God bless
Thanks for the wonderful job u doing ..
Thanks darshil for useful insights
Welcome!
Lovd it. Much helpful.
Thank you for this insightful video.
Well explained, thanks for this.
Thanks!
Dil se shukriya, very clear now
Great video very helpfull, Thank You so much for your efforts 🙏🧿
You made it so easy to understand.....kudos to you brother😇😇
Great content!
Thank you
Thank you!
best road map, very clearly explained
Awesome work
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?
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
great video! overall, not too specific and general depiction of the pathway. Thank you very much!
Very Nice being and doing fabulous work .
Thank you very much. was simple explanation but this is best
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
Finally I got it best roadmap
Thanks Dharsil.. it’s awesome Map to Hit the CV’s
All the best
Thank you
thank you so much 😇
I agree that building a good foundation of fundamentals is important.
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.
Your contents never disappoints. Thanks for an another awesome material
Thank you for the support
THANKYOU SOO MUCH SIR
You are simply superb and life saver
In the sheet that you shared, you mentioned about your project-01, should I do that before I get started with Big data tutorials as it is mentioned early there?
Yes
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 ?
Thank you darshil for the amazing content but I will like to know your opinion on the cousera's meta database engineering professional certificate and also the IBM data engineering certificate
Hi
Thank you!
Here is the thing, all of these compnay have their courses for DE
Google, Azure, Amazon, IBM, Meta
All of them teach data engineering using their product and services, so if you do IBM you will learn Data Engineering + How to perform DE using IBM services.
In my opinion, Meta, GCP and Azure is good as their cloud skills are good to have.
Try auditing the course and see if you like it then continue, I have done GCP one and it is good
Thank-you, can you frame a course covering basics and intermediates?
Where can I get that roadmap notebook you shared at the end of video.
Thank you so much
I think that I just recently discovered that data engineering is my roadmap to follow. But I find myself confused because all the names and terminology are very different or new from what I’ve been used to. The only common name that I have heard of is Python; the rest is completely new. Now I am doubting about Data Engineering. Any advice?
very helpful video
Where I can find the doc file you showed at the end of the video?
is there any upper hand for data analyst while transitioning and giving interviews for DE role?
Please share the link of databrics training.. the training sessions on databricks academy has lab sessions and I found that they are not in sync with course material. Can you please help me with this?
Clear 😊
Darshil i have a question for you,
I am a chef and i have to prior tech knowledge i am thinking of making a career change into data engineering. Would it be possible for me to get a job later without a CS degree?
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 🙂
@@DarshilParmar At what point of learning journey, I should start applying for job/internship if would like to switch career from web developer to data engineer?
I am fresher and what would you suggest- Azure or Snowflake with AWS?
Top notch content
Currently working with dbt. What are the options going forward??
God bless you, you are my inspiration to learn things by waking in morning and spend time to learn. Delighted with your words .
Subscribed 😍just found your channel and its helpful
One word ‘phenomenal’ video
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
Do you recomend learning all 3 or just 1 progam lanugange?
Is the CS50P preferred since it focuses on python?
Hi, great video! Helps me out a lot and thanks for the free road map. I just have one question related to data engineering: Is math highly needed subject to succeed as a data engineer? Is a lot of math involved in the day to day work as a data engineer?
Thank you!
No math isn't much required for being a DATA ENIGEER, math is more important for being a Data Scientist
Hi darshil , how much level of coding needed for a daga engineering
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!
thank you
this is great
Any projects specific to PySpark? Also, from where did you purchase O'Reilly hard cover books?
It's mix of different things and book was purchased from Amazon
Check out document in description