How does NAND Flash Work? Reading from TLC : Triple Level Cells || Exploring Solid State Drives

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  • เผยแพร่เมื่อ 22 พ.ย. 2024

ความคิดเห็น • 526

  • @Quantum_Dots
    @Quantum_Dots 4 ปีที่แล้ว +307

    This channel should be part of engineering course

    • @BranchEducation
      @BranchEducation  4 ปีที่แล้ว +68

      Thanks a ton!! The hope is to indeed be integrated into engineering courses and high school science courses.

    • @tkhatree5091
      @tkhatree5091 4 ปีที่แล้ว +3

      Agreed

    • @EnergeticWaves
      @EnergeticWaves 4 ปีที่แล้ว +8

      @@BranchEducation These are some of the best videos I have ever seen!!

    • @RakeshKumar-bd5ju
      @RakeshKumar-bd5ju 3 ปีที่แล้ว +1

      Agreed

    • @daspferd7810
      @daspferd7810 3 ปีที่แล้ว +1

      @@BranchEducation if you translate your videos to Spanish I'll certainly include a lot of them in the physics course I teach

  • @scnt4693
    @scnt4693 4 ปีที่แล้ว +383

    The simplicity with how this channel explains some of the most complicated topics of modern technology and still manages to leave nothing untold is astonishing. I was about to ask exactly how electrons are stored in the charge trap and immidiatly after the video points me toward the answer. This serie is a true work of art. Thanks for sharing.

    • @T0M50N
      @T0M50N 4 ปีที่แล้ว +10

      Agreed, I would normally have no interest in this topic at all but I can't help but watch when it's presented this well.

    • @StephenRayner
      @StephenRayner 4 ปีที่แล้ว +4

      Agreed! Absolutely incredible... we need this guy teaching our youth or this style at least.

    • @johnnysparkleface3096
      @johnnysparkleface3096 4 ปีที่แล้ว +3

      Yeah, I couldn't keep up with the explanation. I believe it was all perfectly explained, but it was all techno-jibber-jabber to me. I would have to watch this 1000 times before any of it made sense.

    • @matthewmcclain1316
      @matthewmcclain1316 4 ปีที่แล้ว +1

      Seriously. This guy puts a ton of effort into these videos. And the animations! Again, the animations! They're always exactly what he's talking about and showing. I wonder if he does those as well, or if that's outsourced. Either way, extremely impressive

    • @benedictmaloney7387
      @benedictmaloney7387 4 ปีที่แล้ว

      0 . . ,

  • @BrunoCosta-eu7ty
    @BrunoCosta-eu7ty 4 ปีที่แล้ว +39

    I studied electronic engineering my whole life, and I have never seen such an incredible demonstration ... congratulations for the work done on this channel

    • @jonka1
      @jonka1 4 ปีที่แล้ว +2

      Well said!

  • @Psychopatz
    @Psychopatz 4 ปีที่แล้ว +103

    Omg, I didn't even know 30 terabyte capacity SSD already existed.
    What a time to be alive!

    • @TheAnimystro
      @TheAnimystro 4 ปีที่แล้ว +25

      hold on to your papers!

    • @nihil_._sum
      @nihil_._sum 4 ปีที่แล้ว +8

      @@TheAnimystro you just have to wait two minutes for them

    • @Psychopatz
      @Psychopatz 4 ปีที่แล้ว +5

      @@silverliniing Wow, thats crazy how much technology advances in such a short time. I guess I will not gonna be surprise if next year there will be flashdrive sized petabyte version of it soon.. yet here I am commenting using windows 8.1 with 32gb SSD Netbook....😪

    • @maximodakila2873
      @maximodakila2873 4 ปีที่แล้ว

      @@silverliniing Thanks, I just bought 2 pcs. It's too expensive yet, I can only afford 2

    • @CyberMew
      @CyberMew 4 ปีที่แล้ว

      Maximo Dakila 2?! That’s 80000USD for 200TB!

  • @funpfunkafunda649
    @funpfunkafunda649 ปีที่แล้ว +1

    The way this channel explained all the concepts are fabulous..this is the way colleges should teach.

  • @avisekhghosh2757
    @avisekhghosh2757 4 ปีที่แล้ว +55

    Never been this early, I am proud to be studying electronics. I learnt more in these 13 minutes compared to all my cumulative study of a week. Full patreon support to this channel when I get my job!!!

    • @gauravproton1956
      @gauravproton1956 4 ปีที่แล้ว

      So what are you now?

    • @MrFujinko
      @MrFujinko 2 ปีที่แล้ว +1

      @@gauravproton1956 uber driver

  • @ThermalWorld_
    @ThermalWorld_ 4 ปีที่แล้ว +37

    This is the most detailed and most illustrated explanation ever.
    Thank you for the wonderful work you have done to explain everything in a simple and illustrative way

  • @ClassierAunt
    @ClassierAunt 4 ปีที่แล้ว +70

    Dude you destroyed my 4 years of college in just a single video.

    • @aarongreenfield9038
      @aarongreenfield9038 3 ปีที่แล้ว +1

      And this video was free to watch, how much did all those worthless college books cost?

    • @wyattb3138
      @wyattb3138 3 ปีที่แล้ว +4

      There’s less of a need for college every year. The tuition cost is exorbitant, the professors are hard to learn from, and free TH-cam tutorials are easier to understand than the paid lectures. I’m not sure if I should dropout and learn on my own on my own time and risk a 4 year bachelors degree.

    • @garfieldandfriends1
      @garfieldandfriends1 3 ปีที่แล้ว +1

      *College professors hate him!*

    • @snoowwe
      @snoowwe 3 ปีที่แล้ว +1

      Hate seeing this comment everywhere as if a video like this was all you needed to know. It's a help, but it won't replace your hours of studying.

    • @Thros1
      @Thros1 3 ปีที่แล้ว +1

      @@snoowwe all the knowledge is freely available but unfortunately doesn't really look great on a resume

  • @OiVinn-eq1ml
    @OiVinn-eq1ml ปีที่แล้ว +2

    I learn more in this one video than my entire electronics engineering course

  • @94D33M
    @94D33M ปีที่แล้ว +1

    One of the most underrated channels on youtube. 300k views only? That's very unfair

  • @Sidiann
    @Sidiann ปีที่แล้ว +1

    I love this channel so much. Everytime an explanation brings up a new question, it is answerd right after. This type of teaching is extremely impressive.

  • @nanayawsampong9233
    @nanayawsampong9233 4 ปีที่แล้ว +1

    I am really grateful for being in this timeline, People who understand the complexity would agree

  • @lucasala3838
    @lucasala3838 4 ปีที่แล้ว +12

    Probably the best educational channel on electronics, engineering and technology. Keep it up!

  • @VaderHater1993
    @VaderHater1993 4 ปีที่แล้ว +1

    That Kioxia comparison at the 9-minute mark was the incredibly effective advertising for a product.

  • @swankitydankity297
    @swankitydankity297 4 ปีที่แล้ว +1

    I can't convey just how wonderfully clear this video made this topic for me, the animations and diagrams are excellent and the narration was perfect, explaining everything step by step, with nothing in between left unexplained for me to ponder. Thank you and well done!

  • @ktvx.94
    @ktvx.94 4 ปีที่แล้ว

    First time I don't skip an ad within the video. Great job at making your sponsor actually relevant

  • @fzigunov
    @fzigunov 4 ปีที่แล้ว +31

    I'm so glad you got sponsored, this is a great recognition of your awesome work!

  • @Gosu9765
    @Gosu9765 4 ปีที่แล้ว +3

    I was always wondering how TLC flash works and what that means exactly. Really glad TH-cam recommended me this channel.

  • @MentalEdge
    @MentalEdge 4 ปีที่แล้ว +12

    This also makes it very intuitive to understand why QLC, TLC and MLC can't physically be as fast as SLC.

  • @deadlyshot7548
    @deadlyshot7548 4 ปีที่แล้ว +2

    thank you for this video, amazing to have someone doing this, most ppl just care about performance but some of us want to know in which way it achieves performance

  • @nagaguard
    @nagaguard 3 ปีที่แล้ว

    I had so many questions about what a page is, how a cell can store more than 2 values, how does it even work to have all your gates sharing an input, how can multiple cells be read in parallel. This video answered all my questions.

  • @RayMak
    @RayMak 4 ปีที่แล้ว +53

    Ssd are getting better and better

    • @SilesianWarrior
      @SilesianWarrior 4 ปีที่แล้ว +1

      Indeed, the ability to store exabytes of memes draws near.

    • @yamatsukami987
      @yamatsukami987 4 ปีที่แล้ว

      @ yes i think their will come a time when SSD's will need a large cache of faster more durable cells at this rate. Tbh tho i think SSD's are fast enough for most things right now, and RAID exists for anyone who really really needs the fastest speeds.

    • @yamatsukami987
      @yamatsukami987 4 ปีที่แล้ว +3

      @ well it's not like they are getting slower, just means you might not be able to read dozens of gigs a second off a single SSD without making some compromises if they can't. That said I think we are further from the limits of memory technology than CPU's, it just might take a fundamentally new approach to memory storage.

    • @kevikiru
      @kevikiru 4 ปีที่แล้ว

      And slower and slower, relatively. Those levels of voltage leads to slower performance as opposed to single voltage cells

    • @dragoon8675
      @dragoon8675 4 ปีที่แล้ว

      I have seen you comment in 12 of the video's I have watched lately...

  • @Shakrii
    @Shakrii 4 ปีที่แล้ว

    Thanks for including the detailed comments, they are vastly appropriated.

  • @waleedumer9495
    @waleedumer9495 4 ปีที่แล้ว

    This channel is a gem for tech lovers

  • @echoo200
    @echoo200 2 ปีที่แล้ว

    These videos are awesome. Not too fast, well versed. May have missing information by any chance but I don't care that much, the whole thought is there for an average person to understand. Kudos

  • @mikeyburbol
    @mikeyburbol 7 หลายเดือนก่อน +1

    Man this is some the hands down best explanations I have ever seen

  • @RakeshBalakrishnan
    @RakeshBalakrishnan 3 ปีที่แล้ว

    this excellent visualisation!, having been in flash industry for last 9 years, this is the first time am seeing such !

  • @akashkumarmahtoprotech6855
    @akashkumarmahtoprotech6855 4 ปีที่แล้ว +4

    I am waiting for the video for a long time ,thank you so much BRANCH EDUCATION to provinding us a amazing concept through 3d animation .
    LOVE YOU

  • @rashidashraf2001
    @rashidashraf2001 3 ปีที่แล้ว

    Sir, I am very Happy after seeing your Video. Its So Beautiful. Not one video, yours all videos in 3d view its a magic...

  • @spasskostov
    @spasskostov 4 ปีที่แล้ว

    This is a very good engineering education channel! A must for everyone following current technologies.

  • @nathanndruwin1782
    @nathanndruwin1782 2 ปีที่แล้ว

    Finally.. I now understand where the theoretical Solid State Physics class is applied. Thank you so much. Can't wait to share this and rest of the series.

  • @Richie_
    @Richie_ 2 ปีที่แล้ว +1

    From magnetic core rope memory to this.. Amazing..

  • @vxqr2788
    @vxqr2788 4 ปีที่แล้ว

    The technical details of this videos dramatically increased, add to it beautiful graphics and you just got a brilliant piece of art.

  • @ubermakee
    @ubermakee 4 ปีที่แล้ว +1

    Very interesting and informative video, but it raised further questions in my mind as well. For example, how can electrons be removed from the charge trap? If the same voltage increases in all gates in a page, that should attract electrons into the charge trap in every cells. How is that prevented? How can only a single cell be modified? Knowing the general characterictics of an SSD/cheap VNAND, how can a cell be damaged in case of writing and why is it getting worse by increasing its capacity? I would highly appreciate such explanations in a similar, incredible quality educational video.

    • @BranchEducation
      @BranchEducation  4 ปีที่แล้ว +2

      I made a video about writing to a cell. Basically the write voltage is 18- 20v and read is 0-4.5v

    • @ubermakee
      @ubermakee 4 ปีที่แล้ว

      @@BranchEducation Thank You for your reply. :) Keep making such contents, they are really great not just in explanation but in visualization as well! One of the best chanels I subscribed to!

  • @rahsaansargusingh6557
    @rahsaansargusingh6557 4 ปีที่แล้ว

    Lovin the recap section. This channel provides information better than a school

  • @nynra6584
    @nynra6584 4 ปีที่แล้ว +2

    Thank you for this unmatched quality of educational video. I don't think there is any other channel that comes this close to illustrating this simply and with this much sufficiency.
    But please make lots and lots of videos. There are only few.

  • @fortun8diamond
    @fortun8diamond ปีที่แล้ว +1

    Changing the reading technique can improve the amount of data stored in the same object.

  • @winterarkwright4743
    @winterarkwright4743 4 ปีที่แล้ว

    It's so complicated yet it all makes sense. Mind blown.

  • @dxgl
    @dxgl 2 ปีที่แล้ว +1

    The 550MB/sec figure is for SATA SSDs. Thanks to PCI Express and NVMe, there are consumer M.2 drives reaching over 6GB/sec on PCIe 4.0 systems.

  • @michaeljohn8905
    @michaeljohn8905 ปีที่แล้ว +1

    My mind has been blown 😮

  • @bijankumardhar9764
    @bijankumardhar9764 7 หลายเดือนก่อน

    Thanks for the vivid information about display and memorisation of information in cell phone.It is clear to me.❤

  • @TheRealLink
    @TheRealLink 4 ปีที่แล้ว

    The level of information here is just insane, yet illustrated and broken down in such an easy way to understand! Going to go find your Patreon stat.

  • @kingrb1394
    @kingrb1394 11 หลายเดือนก่อน

    The fact that people even designed this technology is so remarkable to me

  • @寇心宇
    @寇心宇 3 ปีที่แล้ว

    Hi, I'm an engineer from SamSung Semiconductor, our spec about SSD said data on NAND will be kept for 3 months when poweroff, not years, we give our promise to customers too.

  • @scottfranco1962
    @scottfranco1962 4 ปีที่แล้ว

    Jeez the animation here is just incredible.

  • @pushing2throttles
    @pushing2throttles 4 ปีที่แล้ว +1

    I absolutely love this channel. I'm sure a lot of work goes into the animations and I just wanted to say thank you. Y'all are appreciated!

  • @EnergeticWaves
    @EnergeticWaves 4 ปีที่แล้ว

    that arbitrary bit pattern you show in the captions is quite fascinating.

  • @batman_2004
    @batman_2004 4 ปีที่แล้ว

    This is so incredible. Not only the content and explanation but the quality of animation too!

  • @Hasitier
    @Hasitier 4 ปีที่แล้ว +1

    I really like the detail of information and the good to understand explanations on this channel. As I’m an it administrator and mostly know those things I often point colleagues to your videos because I could not explain such things better then you do.

  • @bob_smite
    @bob_smite 4 ปีที่แล้ว +3

    This is so cool! It's crazy how we can manufacture electronics that are measurable by the atomic scale. It makes me think that connectors on the motherboard (like the SATA and PCIE ports) will shrink once technology grows smaller and smaller.

  • @daspferd7810
    @daspferd7810 3 ปีที่แล้ว

    Amazing. The comments are huge level up for the explanations

  • @VarunKumar-yg8ij
    @VarunKumar-yg8ij 3 ปีที่แล้ว

    Superb Video!! These things are really black box for many of Engineers!!

  • @Pythonagrator
    @Pythonagrator 4 ปีที่แล้ว

    The quality of this content is astounding. Such high quality visualisations and explanations. A truly excellent job. Hats off to the creators.

  • @kapilbusawah7169
    @kapilbusawah7169 4 ปีที่แล้ว +1

    Oh shit this channel is gold! These high quality animations, narrations and education right here.
    I appreciate your work 👌

  • @VirginiaGreco_Scrapbooking
    @VirginiaGreco_Scrapbooking ปีที่แล้ว +1

    Another amazing animation and great explanation!

  • @UnimatrixYoutube
    @UnimatrixYoutube 4 ปีที่แล้ว +3

    Very useful! Thanks Branch Education and Kioxia. Btw, the animator did a good job in showing those massive caps on the enterprise version (as opposed to the consumer version which probably lacks these :P ).

    • @BranchEducation
      @BranchEducation  4 ปีที่แล้ว +3

      Haha- yeah! they do have pretty good size caps on them.

    • @dibyadrastasahoo1765
      @dibyadrastasahoo1765 3 ปีที่แล้ว +1

      @@BranchEducation Dear Sir; Thanks for all these videos.please upload more videos regarding NAND Flash starting from ground level to high level.

  • @garethkipkoech
    @garethkipkoech 4 ปีที่แล้ว +1

    I've learnt so much complex stuff from your channel in the simplest ways... thanks alot.Your work is great.

    • @BranchEducation
      @BranchEducation  4 ปีที่แล้ว +1

      Happy to hear that!

    • @garethkipkoech
      @garethkipkoech 4 ปีที่แล้ว +1

      @@BranchEducation how do you get the presentation or the visualisation?

    • @BranchEducation
      @BranchEducation  4 ปีที่แล้ว

      @@garethkipkoech its animated in Blender

  • @gobbel2000
    @gobbel2000 4 ปีที่แล้ว +128

    Now I just wonder how these tiny and complex cells are built.

    • @haisesasakipratama1629
      @haisesasakipratama1629 4 ปีที่แล้ว +3

      this is future hahahah

    • @ikramramli6410
      @ikramramli6410 4 ปีที่แล้ว +6

      Aliens

    • @menmanamikaze1830
      @menmanamikaze1830 4 ปีที่แล้ว +6

      @@ikramramli6410 OMG IT'S BEEN ALIENS ALL ALONG I'LL POST THIS ON MY CONSPIRACY FACEBOOK GROUP
      (I'm jk)

    • @lexciobotariu
      @lexciobotariu 4 ปีที่แล้ว +3

      I’ve been looking for this comment

    • @Alorand
      @Alorand 4 ปีที่แล้ว +8

      Very carefully... lol 🤣

  • @junalynbagani5154
    @junalynbagani5154 2 ปีที่แล้ว +1

    Thank you so much. Very useful!

  • @_tinkerBOY
    @_tinkerBOY 4 ปีที่แล้ว

    Every tech geek should watch this video!

  • @soontaek
    @soontaek 4 ปีที่แล้ว

    Mind blown by the technology and the animations. Thank you.

  • @engrmohusman
    @engrmohusman 4 ปีที่แล้ว

    You're Awesome Sir. You explained it better then anyone else could.

  • @maltoNitho
    @maltoNitho 4 ปีที่แล้ว +1

    What a stunningly excellent and eloquent explanation for NAND. I’ve read the details but I never really thought “how does it function-physically?” Thank you very much! Sub’d.

  • @TomGeorgin
    @TomGeorgin 4 ปีที่แล้ว +1

    Gotta use Playspeed 1.25 to not go mad, other than that, fantastic content. Thank you

  • @Ryuseigan
    @Ryuseigan 4 ปีที่แล้ว

    So complex and yet so simple for the end user.

  • @pratimpartha8888
    @pratimpartha8888 4 ปีที่แล้ว

    EXCEPTIONAL LEVEL OF ANIMATION AND CONTENT...BEST EVER SEEN.....💖

  • @AJSquirrel53
    @AJSquirrel53 4 ปีที่แล้ว

    The visuals here are just crazy cool

  • @kieroto5372
    @kieroto5372 4 ปีที่แล้ว

    Thank you for these quality education videos! The research, credibility and production quality of these 3D models is very high! You deserve so much more subscribes!

  • @GyanPrakash-pl5ct
    @GyanPrakash-pl5ct 2 ปีที่แล้ว

    Awesome! contents are amazing. Can't explain how happy I am after seeing this video about NAND internal mechanisms. Great work!

  • @saladamista7940
    @saladamista7940 3 ปีที่แล้ว

    I'm so amazed to the way this technology works. It`s incredible how far we can go, makes me fell hopefully about our specie, regardless the way things are nowadays.Also wanna say that the explanation makes it easy to understand.This channel is awesome , congratulations

  • @aim-iitdelhi
    @aim-iitdelhi 4 ปีที่แล้ว +1

    Outstanding stuff! This is the only TH-cam channel I like the most...

  • @MichaelDiezFeed
    @MichaelDiezFeed 3 ปีที่แล้ว +1

    Great video. As a computer engineer, I found it incredibly useful. The reason I found this video is because I ran into an issue with my Macbook Pro M1. If the free space in my 256GB is below approx 30GB, then the laptop slows down significantly when using memory-intensive programs. So I suspect it has to do with how TLC SSDs write information. What I think is happening is that the space in a TLC SSD is grouped into thirds. So if the drive is nearly full, then the write operation has to move 3-times the data. Something like that, too long to explain in a comment. Would you make a video explaining the write operation of TLC SSDs at nearly full capacity?

  • @harryholden795
    @harryholden795 4 ปีที่แล้ว +1

    Fantastic video. As a med student with 0 engineering background, I found this super easy to understand and loved the concise yet informative animations

  • @philipphermann9454
    @philipphermann9454 2 ปีที่แล้ว

    Now I understand why I had to learn about octal numbers in programming. Never used them, though.

  • @TELUGUAWESOMEchannel
    @TELUGUAWESOMEchannel 4 ปีที่แล้ว

    Wonderful explanation ....Really u r videos makes people intelligent ...

  • @prashantchauhan1573
    @prashantchauhan1573 4 ปีที่แล้ว

    your animations are way better than reality …..awesome job . May god bless you for the educational information you are sharing with your domain of expertise in video editing and theoretical knowledge. Love from India ..!!!!!

  • @samjoel4152
    @samjoel4152 4 ปีที่แล้ว +2

    You deserve a million subs..the content you are making is marvellous..😍

  • @chromosome24
    @chromosome24 4 ปีที่แล้ว

    For writes, you'd need just the right amount of current flowing through the channel for the right amount of time to get the right amount of electrons to tunnel to the trap. So write times would be dependent on bit sequence, where the bit sequence associated with the highest voltage quantization will take the longest to write. For example, 010, 100, 001 all have different write times even though each is only writing 1 bit.

  • @哈次若酷
    @哈次若酷 ปีที่แล้ว +3

    It is said that NAND data can only be stored for 4 weeks at 55 degrees Celsius. If my SSD works at 55 degrees Celsius, does it mean that the controller needs to rewrite the data after every 4 weeks of operation to prevent data loss? Or rather, after powered on, NAND itself could prevent electronic loss without consuming the lifespan?

  • @skriaz2501
    @skriaz2501 4 ปีที่แล้ว +2

    Hello friend! It's pleasure to see your channel growing very fast. You deserve it.😊😊

  • @datorxodar4595
    @datorxodar4595 4 ปีที่แล้ว

    Very good video. Logical progression, clear explanations.

  • @pratikrajsah
    @pratikrajsah 2 ปีที่แล้ว

    this is the work of pure art

  • @zhifengchen1093
    @zhifengchen1093 3 ปีที่แล้ว +1

    Thanks a lot for the highly quality video. I learned a lot from it. Looking forward to the manufacturing process of the 3D NAND.

  • @taktuscat4250
    @taktuscat4250 4 ปีที่แล้ว +1

    The sponsor really fits

  • @EngineeredFemale
    @EngineeredFemale 4 ปีที่แล้ว

    God damn... This whole concept is BIG BRAIN!!

  • @Plepple
    @Plepple 3 ปีที่แล้ว

    Absolutely amazing channel! HUGE thanks to the creator for all the diligence going into creating these videos.

  • @BillingSoftwareGuru
    @BillingSoftwareGuru 3 ปีที่แล้ว

    Enjoyed Watching your Video & Got Idea how SSD Works.... Thank You Sir.

  • @johnmyviews3761
    @johnmyviews3761 4 ปีที่แล้ว

    There is a very complex geopolitical/economic side to this marvel of solid state memory

  • @foxboi6309
    @foxboi6309 4 ปีที่แล้ว

    Trying to watch this with subtitles activated is a torture lol. Otherwise just focusing on the video itself is much more comfortable.

  • @channelname1238
    @channelname1238 3 ปีที่แล้ว

    Fantastic series, I hope your other videos are just as great but this series alone has easily earned a sub from me.
    Great job at explaining this in a way someone like me (ie not an engineering student) can understand without making it super basic.
    Thanks for your content

  • @nanirocks1802
    @nanirocks1802 4 ปีที่แล้ว +1

    Continue this channel with new videos ❤️❤️❤️.

  • @kalaimanivelka3267
    @kalaimanivelka3267 4 ปีที่แล้ว +1

    Excellent 👌 explanation with perfect voice 😊💗

  • @marvnwolf123
    @marvnwolf123 4 ปีที่แล้ว

    Thisss is true teaching. Thank you

  • @cengizteouluyurt7053
    @cengizteouluyurt7053 4 ปีที่แล้ว

    I really respect you for doing magnificent and easy to understand videos. I hope you keep up, these videos are so educational.

  • @knki_95
    @knki_95 4 ปีที่แล้ว

    Absolutely amazing explanation, intuitively done! Kudos to team

  • @miles6875
    @miles6875 ปีที่แล้ว +1

    Great video

  • @Sandeepan
    @Sandeepan 4 ปีที่แล้ว

    Such high quality materials, I wish I had this when in undergrad

  • @antooinex
    @antooinex 4 ปีที่แล้ว +2

    This channel is so damn great, learning stuff has never felt so effortless. Very good job as always, keep going :)

  • @RealityMixer
    @RealityMixer 4 ปีที่แล้ว +62

    I’ve never been this early

    • @NuclearTopSpot
      @NuclearTopSpot 4 ปีที่แล้ว +1

      Last time I was this early, computer memory was still woven by hand.
      I'll leave this here just in case:
      th-cam.com/video/9e2SL56FSAw/w-d-xo.html

    • @qx3230
      @qx3230 4 ปีที่แล้ว

      Same

    • @StephenRayner
      @StephenRayner 4 ปีที่แล้ว

      What an odd conversation. I love you internet peeps. Hope you are all well

  • @andianderson115
    @andianderson115 4 ปีที่แล้ว +1

    This is jsut such a great chanllenge! Thanks for making learnung fun even at 1am...