System Design for Beginners Course

  Рет қаралды 1,056,380

freeCodeCamp.org

freeCodeCamp.org

Күн бұрын

This course is a detailed introduction to system design for software developers and engineers.
Building large-scale distributed systems like Google, Facebook, Amazon, and Twitter requires an in-depth understanding of computer science principles. This allows systems to handle millions of users concurrently despite hardware failures.
We discuss the fundamental concepts of system design in this course like requirement selection, API design, Database Design, Network protocols, Fault-tolerance, design trade-offs, solution tradeoffs, and low-level design.
Gaurav Sen created this course. Check out his channel: @gkcs
You can learn about distributed systems and system design using the following resources:
Designing Data-Intensive Applications by Martin Kleppmann: amzn.to/3SyNAOy
System Design Simplified: interviewready.io
Let us know your thoughts and suggestions in the comments!
⭐️ Contents ⭐️
⌨️ (0:00:00) What is System Design
⌨️ (0:02:27) Design Patterns
⌨️ (0:04:07) Live Streaming System Design
⌨️ (0:07:42) Fault Tolerance
⌨️ (0:08:32) Extensibility
⌨️ (0:09:49) Testing
⌨️ (0:10:32) Summarizing the requirements
⌨️ (0:11:27) Core requirement - Streaming video
⌨️ (0:14:52) Diagramming the approaches
⌨️ (0:17:12) API Design
⌨️ (0:20:02) Database Design
⌨️ (0:22:32) Network Protocols
⌨️ (0:29:07) Choosing a Datastore
⌨️ (0:32:57) Uploading Raw Video Footage
⌨️ (0:34:37) Map Reduce for Video Transformation
⌨️ (0:39:24) WebRTC vs. MPEG DASH vs. HLS
⌨️ (0:41:55) Content Delivery Networks
⌨️ (0:42:27) High-Level Summary
⌨️ (0:44:48) Introduction to Low-Level Design
⌨️ (0:47:00) Video Player Design
⌨️ (0:49:17) Engineering requirements
⌨️ (0:50:32) Use case UML diagram
⌨️ (1:02:32) Class UML Diagram
⌨️ (1:06:27) Sequence UML Diagram
⌨️ (1:11:49) Coding the Server
⌨️ (1:24:23) Resources for System Design
🎉 Thanks to our Champion and Sponsor supporters:
👾 Nattira Maneerat
👾 Heather Wcislo
👾 Serhiy Kalinets
👾 Erdeniz Unvan
👾 Justin Hual
👾 Agustín Kussrow
👾 Otis Morgan
--
Learn to code for free and get a developer job: www.freecodecamp.org
Read hundreds of articles on programming: freecodecamp.org/news

Пікірлер: 296
@potatocoder5090
@potatocoder5090 Жыл бұрын
FreeCodeCamp is amazing! Only yesterday, I was learning Assembly Programming with ARM for beginners on this channel, and today there's a system design course already waiting for me! Thank you Gaurav for creating such a thorough resource for free and FreeCodeCamp for bringing it to millions of learners like me :)
@tolufindsyourhome
@tolufindsyourhome Жыл бұрын
Thanks Gaurav, Glad to have you here. I worked on many case studies of your classes and has tremendously helped in getting my system design skill to an advance user over the last few months.
@KejriwalBhakt
@KejriwalBhakt Жыл бұрын
Just to let others know, Gaurav has started his own startup and is being helped by the startup cell of Maharashtra state to smoothen out the process.
@rachitshukla7111
@rachitshukla7111 Жыл бұрын
Context?
@ankitrawat06
@ankitrawat06 Жыл бұрын
​@@rachitshukla7111 koi context nhi h bas likhna h
@rachitshukla7111
@rachitshukla7111 Жыл бұрын
@@ankitrawat06 😂😂😂😂😂😂😂
@neowantsword
@neowantsword Жыл бұрын
Thanks bro😌🙏
@thranduillord001
@thranduillord001 Ай бұрын
kejru to pakda gaya bhai
@TheEvolvingEngineer
@TheEvolvingEngineer Жыл бұрын
I am not even a software engineer but the way he started explaining things make so much sense to me and made me stick to the video till the very end. Gaurav knows who make it engaging. Kudos to FCC and Gaurav!!
@sailendrapamidi
@sailendrapamidi Жыл бұрын
Exactly my thoughts.
@magicmedia7950
@magicmedia7950 Жыл бұрын
That is what system design is all about. It's meant to be understood by the layman. Surprisingly the most important part of programming is not in writing the code rather it's solving a problem using logical sequence that captures everything problem solution(system design). If you are not good at this then programming may not be for you!
@illuminatidaylight8566
@illuminatidaylight8566 10 ай бұрын
I want to get placed as a software Engineer so for this should i learn system design ?? Is this video good for a starter ?
@tazzyw
@tazzyw 4 ай бұрын
@@magicmedia7950 well said
@mma-dost
@mma-dost Ай бұрын
sorry for the late reply but learn system design at the start may be interesting for starting but you need to learn how to write code and make good projects.@@illuminatidaylight8566
@Sandeep-zd6dq
@Sandeep-zd6dq Жыл бұрын
Now I will start my system design journey with this course.
@marvelousadesina4673
@marvelousadesina4673 Жыл бұрын
Big thanks to everyone at FCC for their efforts in making these videos
@mrsbootsworkouts
@mrsbootsworkouts 6 ай бұрын
I really liked this course. it includes not just the patterns, but also connects it to the process of distilling Business Needs as an engineer. Thank you for sharing this course! Excellent point about testing the design, especially for large complex systems.
@aldrinseanpereira140
@aldrinseanpereira140 Жыл бұрын
Gaurav hats off to your wonderful course!
@juffler463
@juffler463 Жыл бұрын
I know all this but I was doubting my self that, Is my way of system design is right. Now I am more confident thanks 🙂
@chauvoluuhuong7485
@chauvoluuhuong7485 Жыл бұрын
For me, it is not about SQL or noSQL It is more about: - Is it cheap? is it scaleable? at this stage of the project can I utilize my available resource? - Do we need schemaless/no schemaless, usually because of shameless, the database needs to take more space for storing and is slower at execution. Like dynamic-typed langue vs typed language. - Can I make relationship ? (typically the NoSQL is considered weak relationship, BUT YOU CAN STILL MAKE RELATIONSHIP. PLUS, BECAUSE OF SCHEMALESS YOU CAN EMBED DOCUMENT FOR MAKING THE RELATIONSHIP AND MAKING THE QUERY FASTER WITHOUT JOINING ACROSS TABLES ) - How about its built-in function? it is usually better if you make the computation on the database instead of pulling it down to the server and computing and of course, you don't have to re-develop that function - The last one, of course, which type of database is more familiar to my team
@domisPL_01
@domisPL_01 Жыл бұрын
i believe you mean "schemas" , not "schemaless"?
@nobytes2
@nobytes2 9 ай бұрын
In terms of databases you really only have a few types, NoSQL, SQL, and in-memory. The brand of the db is almost irrelevant any decent engineer should know how to work with any of them.
@utsavnangalia7580
@utsavnangalia7580 Жыл бұрын
Great Tutorial, videos like these really make a difference. Thank you for the efforts Gaurav and the team at FCC.
@rustam-z
@rustam-z Жыл бұрын
Nice short introduction to system design! Nice job Gaurav!
@debmalyamitra353
@debmalyamitra353 Жыл бұрын
Yup Gourav Sen, the OG of system design, no surprises there!!
@horacinis
@horacinis Жыл бұрын
Gaurav Sen***
@ankush8270
@ankush8270 Ай бұрын
​@@horacinisGaurav Senpai😅
@Vancouver2010BC
@Vancouver2010BC Жыл бұрын
A large scale system design for beginners with no experience!! And they will hire you as a Senior System Analyst too. Good luck in your career!
@amankumarjha8155
@amankumarjha8155 Жыл бұрын
The knowledge and versatility of Gaurav is just amazing, I m stunn
@michaelwarren8354
@michaelwarren8354 Жыл бұрын
"You want your features to be extensible. For this, you have to take out your engineering crystal ball, and gaze deeply into it..." 😂🤣
@TheJohndward01
@TheJohndward01 Жыл бұрын
This is an amazing tutorial, thank you FCC!
@founder8372
@founder8372 Жыл бұрын
Excellent course, thank you! I really wish though that the audio quality was better
@Tommypants
@Tommypants Жыл бұрын
This is exactly what I need. Thank you!!!
@rajeevsinha2670
@rajeevsinha2670 Жыл бұрын
One of the best videos i have where it explains all nuances of system design from front end to back end, how APIs work, DB, network, protocols etc. 👏👍
@illuminatidaylight8566
@illuminatidaylight8566 10 ай бұрын
I want to get placed as a software Engineer so do I have to learn system design ? Should I watch this course ?
@khyatichaudhary4083
@khyatichaudhary4083 10 ай бұрын
​@@illuminatidaylight8566This course is not sufficient. Yes,you need to study.
@illuminatidaylight8566
@illuminatidaylight8566 9 ай бұрын
​@@khyatichaudhary4083thank you for replying 😊 So do you have the idea about the sufficient ones ??
@fabio.1
@fabio.1 4 ай бұрын
👀
@johnroca338
@johnroca338 Жыл бұрын
Wowow! Super informative! Better than I had in my school!
@prashlovessamosa
@prashlovessamosa Жыл бұрын
Already learnt form this legend
@mikedelta658
@mikedelta658 Жыл бұрын
Thank you, the one and only Gaurav Sen!!! From Ethiopia
@gkcs
@gkcs Жыл бұрын
Thank you!
@akumarsingh85
@akumarsingh85 Жыл бұрын
Wow just what I was looking for this year!!
@xuutee
@xuutee Жыл бұрын
Frame is good for video data, as a random video ID and data too. On youtube commercials are helping, clicking on a feed too. I was thinking about this years ago. Good work! Time between searching on videos in big platfroms helps, but smaller video streamers are not so complicated, useful goal keeper behavior is better inside the box.
@priyan8004
@priyan8004 11 ай бұрын
Who knew the power of free knowledge ! Thanks man for all the effort.
@IsxaaqAcademy
@IsxaaqAcademy Жыл бұрын
I typed it on the search box, and you have uploaded it 5 hrs ago, Delightful!
@PrantikNoor
@PrantikNoor Жыл бұрын
Thanks for this course. It will help to design my project better.
@alexmagnitov7324
@alexmagnitov7324 Жыл бұрын
Please, do something about architectures like layered, event-driven, etc. To a newbie like me it’s really complicated to build highly responsive projects.
@gkcs
@gkcs 11 ай бұрын
I have a video on event driven architectures on my channel.
@arnoldbhebhe
@arnoldbhebhe Жыл бұрын
Hi @gkcs! Thank you for the amazing content. Your videos have been super helpful in helping me understand system design!
@gkcs
@gkcs Жыл бұрын
Thank you!
@arnoldbhebhe
@arnoldbhebhe Жыл бұрын
@@gkcs you're welcome! Do you have any project recommendations that can help with mastering these skills?
@Tridib_Tinkel
@Tridib_Tinkel Жыл бұрын
Most precious gift for the web developers!
@lewismuriungi4564
@lewismuriungi4564 5 ай бұрын
Just started the video, so far so good, should be the first step when thinking of creating software
@minhlhq62
@minhlhq62 Жыл бұрын
Thank you so much! Very great content!
@shloksuman8164
@shloksuman8164 Жыл бұрын
Pretty well summed up by him , helpful for beginners like me
@NoNTr1v1aL
@NoNTr1v1aL Жыл бұрын
Nice Microservices reference! 😂
@egbolives123
@egbolives123 Жыл бұрын
This was a very educative course! highly recommended
@divyanshupandey4041
@divyanshupandey4041 Жыл бұрын
best gaurav sen system design video ever
@CodeSnap01
@CodeSnap01 Жыл бұрын
gaurav is an inspiration to many
@JN-of7mf
@JN-of7mf 8 ай бұрын
Great Video! One question. In the getFrame() method, can we just divide the given timestamp by Frame.FrameTime, to get the index to the array of frames ? Instead of looping to find the frame ?
@jmbert0
@jmbert0 Жыл бұрын
You posted this at the perfect time thank you
@adrianbitsinnie1537
@adrianbitsinnie1537 Жыл бұрын
For Real!! I didn't notice it was posted 7 hours ago but it is such perfect timing for me
@i_am_dumb1070
@i_am_dumb1070 11 ай бұрын
I am thinking of making a basic video sharing and streaming platform for personal projection and this really helped me a lot thankyou
@cemunlu9552
@cemunlu9552 Жыл бұрын
i have exam about information systems and this contains the subject thankss!!!
@JackSparrow-tv3mo
@JackSparrow-tv3mo Жыл бұрын
Love u , searching this topics from long time.
@askholia
@askholia 7 ай бұрын
A fantastic resource for any newer software engineers.
@kush501
@kush501 Жыл бұрын
Thanks you sir!!!
@Srishti9015
@Srishti9015 6 ай бұрын
I am still going through the video, but just wanted to say thanks so much for making content like this. It's so well thought out and articulated. I am a mid-level engineer and I have a rough, abstract understanding of most of these concepts but I need the nitty gritty to be reinforced so that I can talk about it confidently. You covered exactly that in your example. Thanks Gaurav and thanks freecodecamp for another video that hits the nail on the head
@borisv8766
@borisv8766 5 сағат бұрын
Excellent walkthrough! Nitpicking: at 33:37 RTMP must be arrow-connected to the "video" table, not to the "user".
@sherwinmontanez5481
@sherwinmontanez5481 3 ай бұрын
Kudos to this man!😊😊😊 I learn a lot in your system design course. It's a good video to watch in 2024
@jamialhasan9203
@jamialhasan9203 Ай бұрын
Teaching something simple thing in complex way dose not really mean learning system design, rather knowing philosophy behind a system or process is more important.
@tusharys9404
@tusharys9404 25 күн бұрын
I agree to this
@techwithbube
@techwithbube Жыл бұрын
Awesome content. I really enjoyed this
@umehmoses8118
@umehmoses8118 9 ай бұрын
This is wonderful. Much love from Nigeria
@jelonidas7772
@jelonidas7772 Жыл бұрын
I've been waiting for that! thx FCC!
@user-vv7po3zq4x
@user-vv7po3zq4x 5 ай бұрын
Liked it. Very informative in an easy-to-understand way!
@theobaldigberaese4572
@theobaldigberaese4572 Жыл бұрын
Great work ✅
@nikkis8102
@nikkis8102 10 ай бұрын
Hands down the best system design course ever. Thanks so much!!!!
@lemonjuice6177
@lemonjuice6177 3 ай бұрын
Bro this is nuts
@ivanfoofoo
@ivanfoofoo 3 ай бұрын
What's nuts? xD
@harsh9558
@harsh9558 6 ай бұрын
Awesome video! Really enjoyed through the video
@visheshgupta4990
@visheshgupta4990 5 ай бұрын
Thankyou so Much , This is a very informative video , this videos takes us on a journey where we think deeply which we never thought before , How in detail a engineer thinks about every aspect from making a call for next 10 seconds video frame , and all the various parts to make sure for a user the complete experience is so smooth and he never bother about it ... Thankyou so Much it is a great video to start learning about system design , It is interesting and Informative 🔥🔥
@joseantoniojose7933
@joseantoniojose7933 11 ай бұрын
Thanks a helpful and intersting video of all these systems topics... Very good...
@noahhradek5426
@noahhradek5426 Жыл бұрын
thank you for this. System design is on interviews and there are very few resources.
@gkcs
@gkcs Жыл бұрын
You can also try InterviewReady for system design interviews.
@artyomnomnom
@artyomnomnom Жыл бұрын
It would be great having subtitles for such important topic
@BestURLShortenerBioPageQRCode
@BestURLShortenerBioPageQRCode 8 ай бұрын
Really really awesome video. Thank you for this tutorial! This is exactly what I have been looking for.👍👍👍
@achiver
@achiver Жыл бұрын
Really I wait for that course so long
@aammssaamm
@aammssaamm Жыл бұрын
Try reading books. 😂
@zohebahmed6733
@zohebahmed6733 Жыл бұрын
Nothing much to say, Just happy to see Gaurav Sen :3
@sinikp3015
@sinikp3015 Жыл бұрын
Thank you Gaurav . Excellent content ❤
@illuminatidaylight8566
@illuminatidaylight8566 9 ай бұрын
Is this really helpful?? I want to become a software Engineer so should I watch this ??
@thymos6575
@thymos6575 6 ай бұрын
@@illuminatidaylight8566 yes why not
@mahendranath2504
@mahendranath2504 Жыл бұрын
Thank you so much ❤😂🎉👏🙏🏻🤔🤝👌👍
@chrisrockscode1202
@chrisrockscode1202 2 ай бұрын
Yeah I totally could have used this video last year when I was deep into my capstone project, except I was trying to figure out all this stuff with my team trying to come up with a very similar program, our conversations were very similar to everything in this video… we weren’t able actually make a viable product tho, this would have been a great help… we were missing some of the late video processing parts that were very complex to get implemented and working
@kaushikdr
@kaushikdr Жыл бұрын
For "Go back to video and watch from timestamp", couldn't it be `play(user, videoID, 0)` where if it is 0, you check your cache to see if the user saw it previously? I also think that watched video shouldn't be a separate object because it doesn't make sense to create a new object every time a user watches a video. Instead, I think there should be a database table for watched videos with userID, seekTime, and videoID that can be queried in the VideoConsumingService.
@user-fi2ty4bm2n
@user-fi2ty4bm2n Жыл бұрын
This course is decent! I learned this course in my degree, and it cost 3500 USD. Huges thanks to Gaurav Sen and freeCodeCamp.
@jhonsen9842
@jhonsen9842 Жыл бұрын
He is Gaurav. The God Of System Design.
@grotsunfull
@grotsunfull Жыл бұрын
nice job!
@Lost1nTranslation
@Lost1nTranslation Жыл бұрын
Thank you!
@pavanrayudu3031
@pavanrayudu3031 7 ай бұрын
great tutorial for beginners
@50kT
@50kT Жыл бұрын
What whiteboard software is he/you using for this 17:23, I noticed boxes automatically get squared up and lined clearly. I've got a drawing tablet and want to implement this into my workflow and looking for some good whiteboard software.
@MrKrishnanandaKHegde
@MrKrishnanandaKHegde 8 ай бұрын
Great! Thanks a lot! Which tool did you use for drawing in the first and second part of the video? Are you using a tab or digital pad for writing?
@sriharshan9788
@sriharshan9788 6 ай бұрын
It's lucid chart
@MrKrishnanandaKHegde
@MrKrishnanandaKHegde 6 ай бұрын
@@sriharshan9788 oh okay..
@MadalinIgnisca
@MadalinIgnisca Жыл бұрын
Hi Gaurav. Thank you for sharing such a nice course. May I ask what software you use to edit your videos, as I do see lot's of open source touch to it?
@gkcs
@gkcs Жыл бұрын
It's Microsoft Whiteboard.
@akhzarnazir
@akhzarnazir 28 күн бұрын
Thanks Gaurav, Salam from Lahore, Pakistan
@shiwamsinha7076
@shiwamsinha7076 9 ай бұрын
very fruitful video
@shubhamsingh-gb5zh
@shubhamsingh-gb5zh Жыл бұрын
Very good explanation
@ekanshmishra4517
@ekanshmishra4517 Жыл бұрын
Hey can someone explain where are some good resources to study these protocols like MPEG DASH, HLS and other web rtc and so on.. I haven't heard about them😶I want to know everything about them and where are they used.
@kyzmitch2
@kyzmitch2 Жыл бұрын
thanks, great video, probably coding is not a part of a system design and not sure about spending that much time on the specific use cases, because I'm guessing each use case could be a separate system or described as a separate system design
@fotoflo
@fotoflo Жыл бұрын
Fantastic course! Thank you. Curious what your setup is for the drawing stuff part - are you using an iPad + pencil? with what software?
@AnkushBisht
@AnkushBisht Жыл бұрын
Microsoft Whiteboard. He mentioned in a reply to one of the older comments.
@bobobobo-ki2fw
@bobobobo-ki2fw 9 ай бұрын
fantastic do you have a course with AWS node?
@lishingchan1075
@lishingchan1075 2 ай бұрын
thanks for this video! I am a PM and would like to understand how developers work. Would you have a recommendation on the time taken for each stage: api design, database design, protocol before implementation?
@sathvikvutukuri9179
@sathvikvutukuri9179 Жыл бұрын
Oscar award for Best system designer.
@jatinnandwani6678
@jatinnandwani6678 Жыл бұрын
Thanks so much
@sohamvishwas6795
@sohamvishwas6795 Жыл бұрын
Thank you :)
@mllenessmarie
@mllenessmarie 9 ай бұрын
Holy cow, is that Galactus? Great easter egg, guys!
@rishiraj2548
@rishiraj2548 Жыл бұрын
Great thanks
@polarbear986
@polarbear986 5 ай бұрын
The tutor is amazing
@SatyaUpendra
@SatyaUpendra 8 ай бұрын
Good to see @gkcs here
@lets_learn_some_tech5542
@lets_learn_some_tech5542 Жыл бұрын
What software is used to draw those use case ? : it's LucidChart
@megamaxdevelopment9890
@megamaxdevelopment9890 Жыл бұрын
Great video !
@vimalalwaysrocks
@vimalalwaysrocks Жыл бұрын
1:18:47.. isnt the timestamp condition inverted? Shouldn't it be if (frames[i].timestamp >= timestamp && frames[i].timestamp + Frame.frameTime < timestamp)? Great tutorial btw
@yashukumar4713
@yashukumar4713 10 ай бұрын
Prerequisites for understanding the concepts is some sort of APIs Knowledgs, Networking Protocol, Database System. Just need basic concepsts.
@alfazjikani7022
@alfazjikani7022 8 ай бұрын
Thanks!
@6_nikki_9
@6_nikki_9 Жыл бұрын
Very interesting.
@jairajsahgal7101
@jairajsahgal7101 9 ай бұрын
Thank you
@_seeker423
@_seeker423 Жыл бұрын
I think overall the content was great. But I am not sure if example of video processing and serving was well suited for beginners.
@irfanadamm5819
@irfanadamm5819 6 ай бұрын
great for viewing from ux designer point of view
@aceintheblackhole
@aceintheblackhole 9 ай бұрын
i like the idea of Brad Pitt posting on LinkedIn :D great course, thank you ;)
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