3 Types of Algorithms Every Programmer Needs to Know

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  • Опубліковано 29 січ 2025

КОМЕНТАРІ • 624

  • @mossabDiae
    @mossabDiae 11 місяців тому +173

    The first video I watch on your channel, subscribed in 24 seconds because you started sharing value quickly without a long unnecessary intro.

    • @rodoxsta
      @rodoxsta 10 місяців тому +3

      Same here, but I subscribed after reading your comment!

    • @FernandoSLima
      @FernandoSLima 8 місяців тому +1

      same

    • @goodshorts
      @goodshorts 7 місяців тому +1

      Agreed

    • @NaCk3rZ
      @NaCk3rZ Місяць тому +1

      Me paso lo mismo, estoy tan acostumbrado a las intros que me tomo por sorpresa lo directo del contenido!!

  • @friscotycoon
    @friscotycoon 3 місяці тому +9

    my teacher gets paid 200k and he told me to refer to my knowledge from last semester. I find this guy free on UA-cam, college is wild. Thank you sir

  • @lukashuth9730
    @lukashuth9730 Рік тому +180

    Really nice and informative video while still being short without "unnecessary" information, i really liked it

  • @cryptonative
    @cryptonative 6 місяців тому +4

    I like to categorize algorithms with inserting (eg. btree, BST), searching (eg. binary search, dijkstra), editing (eg. bubble sort or merge sort) and deleting (similar to inserting)
    That's all you can do with data

  • @ozerkelgem5407
    @ozerkelgem5407 2 місяці тому +4

    leaving comment for boosting engagement because this channel deserve to grow even more!

  • @Kamuisakeu
    @Kamuisakeu 11 місяців тому +5

    The quick and concise video with visual representation together with the code sample was right on the spot! Cheers to that and give us more!

  • @wille4986
    @wille4986 Рік тому +18

    Your enthusiasm is infectious and reassuring - knowing someone else finds this all just as fascinating to dive into but presented with the quality as you do is a privilege to watch. Excellent video and I can't wait to see more! Thank you!

  • @User.Joshua
    @User.Joshua Рік тому +21

    You certainly have a knack for explaining things in an easily digestible way. Thanks.

  • @JustDevInc
    @JustDevInc Рік тому +31

    This was very nicely done. The visuals and your commentary allowed me to understand the algorithms in ways that previous videos I’ve watched haven’t. They’d either be too basic of an overview to get what’s happening, or too code based without visual cues to help you understand. This was a perfect balance of simplicity and depth.
    Great work!

  • @wolfmansaw
    @wolfmansaw 11 місяців тому +3

    I've been coding for 55+ years and I'm so glad I found you today! Great stuff!!! Right into the code and no fluff! I think you define what it means to be a programmer!!!👍

  • @BillyLongshot
    @BillyLongshot Рік тому +11

    love the intro and general framing of this video: no glam dreams about becoming a software engineer but the actual nitty-gritty that actually makes you one

  • @rilauats
    @rilauats 2 місяці тому +1

    Graphs were my favorite back at university - and still are as I graduated in operations research.
    That informed most of my software design decisions across 40 years career so far.
    Back in late 1980s, I wrote compiler constructing the entire app as a graph - then optimized the graph before generating the "optimized code".
    You earned yourself another subscriber!

  • @Christian-sc7hv
    @Christian-sc7hv 11 місяців тому +1

    Thanks! Well done!

    • @fknight
      @fknight  10 місяців тому

      Thanks Christian!

  • @nitheeshraajar393
    @nitheeshraajar393 Рік тому +130

    Just want to let you know @7:35, you say Binary search is O(log n) but on the chart its pointing to O(n Log n).
    Very nice video 👍

    • @jonarielm
      @jonarielm Рік тому +3

      nlogn if data is unsorted i guess.

    • @nitheeshraajar393
      @nitheeshraajar393 Рік тому +5

      ​@@jonarielm then yup
      nlogn to sort then logn to search

    • @lagmaker
      @lagmaker Рік тому

      ​@@jonarielm you cant use binary search on unsorted array

    • @deraxelturrelkeign
      @deraxelturrelkeign Рік тому +4

      @@jonarielm Binary search couldn't function (effectively) on unsorted data without sorting first. An unmodified Binary search will either find what its looking for in O(log(n)) like a normal binary search (the algorithm just happens to go the right direction), potentially falsely return -1 or I believe get stuck in an infinite loop.

    • @murilourso
      @murilourso Рік тому +1

      He even said "for sorted arrays"

  • @cedrickmccallon
    @cedrickmccallon 11 місяців тому +1

    Almost 20 years into the game and I wish my CS teachers would have explained these algorithms this well. Great video.

  • @Ascendance1992
    @Ascendance1992 2 місяці тому +1

    I really appreciate the reminder that this is the stuff that takes you from dreaming about it to actually practicing getting there-- turns out I'm on the right path; these algorithms are exactly what I've been practicing.

  • @ongeziwejunior4656
    @ongeziwejunior4656 7 місяців тому +1

    man, you explain these very well. still a newbie in DSA and trying to get my way around them and so far, from you i'm understanding them a bit better💯. I'd actually love to hear more from you.

  • @CauseItsNotMidnight
    @CauseItsNotMidnight 10 місяців тому +2

    More of this. Visual representation is stimulating, explanation is clear, analogies could be slightly more engaging, but are effective as is.

  • @chrisc9725
    @chrisc9725 2 місяці тому +1

    Your a top man. Thank you. Hope you are blessed abundantly for all your efforts 🙏🏼

  • @softcolly8753
    @softcolly8753 Рік тому +243

    The only time I have needed to implement a sort algorithm in 21 years as a software developer was for interviews or university exams. Never needed a graph algorithm at all. These are all coded into libraries these days, though it's somewhat useful to understand them, understanding how to index a database properly (applying them) is far more useful.

    • @gustavofagundes8994
      @gustavofagundes8994 Рік тому +6

      exactly

    • @lukaszantoniak9046
      @lukaszantoniak9046 Рік тому +2

      agree

    • @drakkor1000
      @drakkor1000 Рік тому +3

      amen

    • @cbc700
      @cbc700 Рік тому +7

      This was quite a nice video, especially the visuals. However, I agree with the sentiments of this thread. In three decades of coding, I've only had to implement a sort algorithm a handful of times. So rare in fact, I can't remember the last. Interesting to understand, but softcolly is right -- mostly seen in school and interviews. Your delivery is quite good -- going to check out your other vids.

    • @joannehart9624
      @joannehart9624 Рік тому +15

      Back in the late 70s when I started coding, we often needed to implement sorting algorithms into our code. Sometimes because the operating system did not have a system sort, and other times because the overhead of setting up the code to use the system sort made it easier to just code a sort into the program. Back then CPU and memory were at a premium, so we had rules such as if the program needed to search through a table of more than 100 entries, the program had to sort the table then preform a binary search. Fun times to look back on. That said, those approaches have stuck with me throughout my career and oft times helped me fix resource heavy applications that wouldn't finish within the time frame demanded by business. 🙂

  • @christianmboula8923
    @christianmboula8923 9 місяців тому +1

    Superb content, excellent delivery! where were you when I was taking DS a few decades ago!

  • @max_masterius
    @max_masterius 11 місяців тому +1

    It's so visual! I've got the motivation to look deeper. It's a long time after my university that I actually touched this topic.

  • @ademromdhane1271
    @ademromdhane1271 Рік тому +3

    Amazing how easy you can simplify this hard algorithms visually , good job i really like it

  • @ringringlord
    @ringringlord 11 місяців тому +1

    very straight to the point and zero clutter

  • @gregoryhost5188
    @gregoryhost5188 Рік тому +5

    This was really amazing and great timing, I'm currently struggling with algorithms especially trying to figure out where and how exactly to use them.

  • @incognitiveincognito
    @incognitiveincognito 10 місяців тому +1

    Wish you where my data structures proffesor, then I might not of had to retake the class so many times haha. Amazing video, can't wait to see your other stuff

  • @letsfly662
    @letsfly662 11 місяців тому +1

    Break down the algorithms and data structures you think are necessary bro, these things are timeless!

  • @joaquinpickelny8958
    @joaquinpickelny8958 9 місяців тому +1

    I really hope you are making money off these videos (this is the first one I've seen), because every single cent would be well deserved. From the content itself to the visual examples and code, not to mention how easily you explain these concepts in a complete yet straightforward way. It took me maybe 13 seconds to subscribe.

  • @aggumbi
    @aggumbi Рік тому +7

    Wonderful video. As a scientist going through a programming journey, the way you show the visual and explain the code (with the highlights, etc...) is extremely helpful. More algorithm videos please! ❤

  • @guitarman813
    @guitarman813 Рік тому +2

    One of the best videos I've seen for an introduction and basic explanation of important algorithms in computer science and programming. Awesome job! 👏

  • @markpalma1761
    @markpalma1761 Рік тому +1

    showing which part of the code the is being ran live with the animation makes learning this much easier

  • @hunterlewis5566
    @hunterlewis5566 Рік тому +2

    I'm fairly new to computer science and programming and I love this and would love to see more of this, you got my support and vote of confidence!

  • @LeninMcDonalds
    @LeninMcDonalds Місяць тому

    Please make more algorithm videos ! its so amazing and I love learning DSA through your channel.

  • @bardson
    @bardson 3 місяці тому +1

    okay, I absolutely loved this and need more of this.

  • @JasonWelch
    @JasonWelch 8 місяців тому +1

    I love this video because it introduces people in a rather gentle way to these topics. I feel like I could write an entire book on my experience as a programmer at this point (not that I think anyone would care to read it). I've been coding for over 25 years since I was a teenager and got my first dev job at 20. Back then I was super arrogant until I began working with people far more skilled and experienced than me, and so I studied CS for several years. However, I think the problem back then wasn't so much a lack of willingness, but simply a lack of awareness. I didn't know what I didn't know. I remember struggling to understand BSP trees, and then it became obvious to me later why: I didn't even know about binary search! Videos such as this one are immensely valuable for those early on in their programming journey.

  • @jeffreyphipps1507
    @jeffreyphipps1507 8 місяців тому +1

    I think this is essential for a more important reason. A programmer may never use any of these directly, but the knowledge that these mechanics imprint can be used in other places. I had an instructor once who wanted students to make a faster sort. Spending the time to do that wasn't worth it - I already knew seven sort methods. I dropped the course and told him why. I later retook the course with another instructor. What I didn't learn the first time was that I could use methodologies from three sorts to leverage different data structures that I had never seen before. You may never know that until an instructor tells you that. The first one didn't, the second one did. The difference was that the first instructor was also a math instructor and taught theory. The second was also a systems analyst instructor used to teaching OS design. His POV was different. I learned something else from that experience - I later became an instructor, and I had learned that not everybody's background/experience is the same. When answering a question, it's a good idea to know what the student's experiences are.

  • @ADANMENDEZjam3001490
    @ADANMENDEZjam3001490 Місяць тому +1

    I just came here and I totally love your channel !!!

  • @Dwafford01
    @Dwafford01 Рік тому +2

    I loved this video, I just want to say I finished my BSc it with programming specialisation in the end of 2020. Now for the first time I'm being treated as a developer by the company I'm working for. It's both exciting and nervous, but with videos like these I think I will be okay.

  • @techfixer1543
    @techfixer1543 11 місяців тому +2

    Thank you! Your lucid explanations of these algos shows your in depth knowledge, and the accompanying graphs are fantastic and hit a home run in visually expressing the underlying concepts. And you keep the viewer engaged with your peppering of being flawlessly snarky. I had to rewatch the part on the Dijkstra's algorithm to let it sink into my ever evolving brain in "thinking and reasoning" mode. Fantisic vid overall!

  • @MrHaggyy
    @MrHaggyy 4 місяці тому +1

    A* visulisations are so fun to watch. Always reminds me how lightning in a slow motion searches for the path of least resistance through air while burning also burning left and right through it.

  • @jynx0riZ0r
    @jynx0riZ0r Рік тому +4

    Best explanation of dynamic programming ever. Thank you. ;-)

  • @N5279X
    @N5279X Рік тому +1

    Thanks!

    • @fknight
      @fknight  11 місяців тому

      Thanks, Hal!

  • @slayergaming5421
    @slayergaming5421 11 місяців тому +1

    Great video! I really like the visual depiction of Dijkstra's and A*.

  • @wyohman00
    @wyohman00 Рік тому +1

    I wish every creator on UA-cam would watch your videos! To the point with no baloney. Thanks!

  • @forsmanos
    @forsmanos 10 місяців тому +1

    Very nice graphics for your examples. Nice enough, i almost felt like i was watching an ad.

  • @krzysztofs3t532
    @krzysztofs3t532 Рік тому +1

    Wow man! I'm a mathematics major, working as a React developer and this video rekindled my pursuit for pure programing, not just learning another library! Thank you very much! Immediately sub!

  • @WebSurvival
    @WebSurvival 3 місяці тому +1

    That's gold content. Helping me alot on studies here 🤯

  • @jamUSA24
    @jamUSA24 26 днів тому

    I didn’t learn to truly be a good software engineer and enjoy my work until I mastered algorithms and data structures, beyond the basic and academic knowledge I gained in college. This is a really good video for those who want to learn the pro and cons of each approach.

  • @edattacks
    @edattacks 6 місяців тому +1

    I like the visual for A* algorithm being how lightning connects to an upward streamer

  • @TubeAccount-b1f
    @TubeAccount-b1f 6 місяців тому

    Channel is gold, also just discovered it.. look my dev stint is sitting around 24 years 'ish.. I've never had to implement these algo's in the banking industry, however such a pleasure listening, learning and seeing true passion at play. Well done, subscribed and will keep popping in every now and again.

  • @zakuguriin4521
    @zakuguriin4521 Рік тому +1

    I built an array sorting algorithm visualizer with some classmates in programming school for our Javascript Team project. Watching it sort huge arrays was so addicting and mesmerizing.

  • @adnelfigueroa1227
    @adnelfigueroa1227 11 місяців тому +1

    Awesome video! Loved your explanation and the fact that you incorporate funny comments. Exited to see more.

  • @rogueronin1010
    @rogueronin1010 Рік тому +4

    Make a new playlist for all algorithms in depth videos. Thanks for the bite size explanation.

  • @BetweenTheBorders
    @BetweenTheBorders Рік тому +1

    I'll be honest, I almost didn't click on this video, bur I thought "you know, as a dangerous amateur, I should see what I should know." And I guess since I've implemented A* before, I'm not too far off the mark. Good to have some sort and search concepts in the toolbox for future research.
    Well presented!

  • @o0Revlimit0o
    @o0Revlimit0o 4 місяці тому

    straight to the point! One of the best Software/Web Dev channels out there!

  • @SN-ed7wi
    @SN-ed7wi 10 місяців тому +1

    Excellent vid for all the reasons stated by others, well done. Too bad there are some who think the info is not practical today. The fundamentals you learn by coding even one of the efficient sorting algorithms will stay with you forever.

  • @matias-dev
    @matias-dev Рік тому +2

    Loved the video, straight to the point with the necessary information, i had this kind of algorithms shown to me in programming classes in college and i always dread how they were shown, sometimes people overcomplicate the initial step of a bigger problem (probably not in a badly intentioned manner), i think your video is a great way to get started on these topics!

  • @alialibaba6672
    @alialibaba6672 11 місяців тому +1

    Hey Forest, great wor and marvelous graphical representation. Please continue

  • @twisthard
    @twisthard Рік тому +1

    Nicely done and presented! A couple of these were not presented in my CS Data Structures and Algorithms course, and as such this was a great view into those. One algorithm I never really got the hang of was hash tables. Now you have me thinking about that again. Well done!

  • @GideonBryceTan-od4tq
    @GideonBryceTan-od4tq Рік тому +3

    Well explained and condensed -- it's like crash course for algorithms. Great stuff!

  • @Radio_N_Casa
    @Radio_N_Casa Рік тому +3

    Truly enjoyed this, simple enough and yet leaves me wanting more. Well done

  • @escapist818
    @escapist818 Рік тому +1

    Oh man I would love a deep dive video on hashing algorithms, your stuff is great!

  • @CarbonFiberSwan
    @CarbonFiberSwan Місяць тому

    That A* map graphic made me think of lightning searching for the path of least resistance, and then flashing once it’s found. Looked pretty cool!

  • @daemon_zero
    @daemon_zero 7 місяців тому

    Straight to the point, great graphics do illustrate, and as a bonus, no trademark "tech influencer" neon on background.
    Subscribed, absolutely.

  • @sayo9394
    @sayo9394 Рік тому +1

    it's fun watching your videos as a senior engineer who just uses STL's std::sort too much without putting much thought into its algorithm! i tend to think more about data structures rather than algorithms!

  • @SOURCECODE_GAMEON
    @SOURCECODE_GAMEON Рік тому +1

    Landed here and subscrided in the first 15 seconds. Why? You went straight to the point. Thank you.

  • @aaronmorgan4466
    @aaronmorgan4466 Рік тому +1

    Really great explanations, thank you. This highlights where I came unstuck in AoC '23 quite well :)

  • @samiamgrnegsnhamnonftercan2ham
    @samiamgrnegsnhamnonftercan2ham 9 місяців тому +1

    Great vid, would love to see more on algorithms!

  • @dougpark1025
    @dougpark1025 11 місяців тому +1

    The O(n) postman or bucket sort deserves a mention. Very useful when you have a limited number of integral values (like zip codes). I have used this in a few cases where I was dealing with a very large number of items that could be placed into buckets or ranges.
    Another good improvement to sorting is to take advantage of multiple cores. A lot of sorting algorithms are fairly easily decomposed into parallel operations.

  • @pedroacosta6850
    @pedroacosta6850 Рік тому +1

    You explained it in simple terms and it made it easier to have a better understanding of how these different algorithms work. Subscribe. Like. Great visual demonstrations as well.

  • @flpflpflp
    @flpflpflp Рік тому +3

    Hey man, I've been a subscriber for a few years now. I think this is the content I liked the most. Keep up the great work!

  • @alexaneals8194
    @alexaneals8194 Рік тому +2

    I enjoyed your presentation. I will say that many times insertion sort is used by quick sort once the array is partitioned into small portions like < 10 elements. Also, these are in memory sorts, so if your accessing the disks frequently then you may not want to use these algorithms. Same goes for binary search. I don’t know if you have already covered it, but knowing how to code parsers can be valuable. I have lost count of how many parsers, I have had to code in my professional career.

  • @techsalesandmore3649
    @techsalesandmore3649 11 місяців тому +1

    never seen your channel before. Totally loving your animations!!!

  • @davidrichman2117
    @davidrichman2117 Рік тому +1

    Thank you, Forrest Knight! Just review for me, but I wanted to say that you have a wonderful down to earth way of presenting that I really appreciated. Keep up the good work!

  • @grassifuentes
    @grassifuentes Рік тому +1

    This is excellent. I took algorithm designs a year ago and this refreshed my memory by a lot and made me want to look into it for practicing again. Thank you!🙏🏽

  • @ziacodes
    @ziacodes Рік тому +4

    Hey hey, Your talking style is amazing! The way you explained the algorithms is fabulous! I love it!

  • @zushiba
    @zushiba Рік тому +1

    I really wanted to focus on the algorithms presented in this video, but was distracted by the dudes glorious hair. I'm jealous of your hair dude.

  • @YuriIdrisov
    @YuriIdrisov 11 місяців тому +1

    Hm. For the second time someone from the screen tells me his name is Forrest, and for the secon time, the value of the content is great. Thanks!

  • @ChwisKay
    @ChwisKay 10 місяців тому +1

    Thanks Forrest. Now every time I run an algorithm i think to myself: "It runs Forrest, it runs!" Thanks :D

  • @theodorewyatt3473
    @theodorewyatt3473 Рік тому +1

    I definitely like to see more algorithm videos you do them very well and explain things in similar terms. These things should help others as they go along their coding challenges when it comes to algorithms. I would says you should incorporate how code design patterns come into to play too.

  • @DC4477north
    @DC4477north Рік тому +71

    Video starts at 0:01

    • @Itisghost
      @Itisghost 4 місяці тому

      yeah no shit sherlock

    • @zydanalwy
      @zydanalwy 3 місяці тому +3

      thank you for warning me

    • @orchetect7415
      @orchetect7415 2 місяці тому

      Those tricky 1-based time durations

  • @skilz8098
    @skilz8098 Рік тому +1

    When working with 3D Graphics and a Scene Graph Hierarchy for world object placements and collision detection systems, one of the more generalized and efficient data structures - algorithms is the BSP Trees and its variants. Binary Space Partitioning Trees are very powerful. Related to them are also the Quadtrees and Octrees. Another type of algorithm not mentioned here which is a bit different than your conventional sorting or searching algorithms is your transformation algorithms. I'm not necessarily referring to transformations as physical translations within basic kinematic physics such as horizontal - vertical translations, rotations, and scaling perse but more on the lines of transforming data or input singles from one domain to another. One of my favorite algorithms especially with in analysis is the Fast Fourier Transform and its inverse. A few other noteworthy algorithms are ODEs (Ordinary Differential Equation solvers), Integrators, regressions models (linear, quadratic, cubic, etc.) and Interpolations. Other than that, this is great video for everything you covered is right on point! We always have to consider both the time and space complexities of various algorithms, containers, and datasets knowing the various tradeoffs between them. The only other thing that would be missing from this video is how different containers and algorithms are affected by locality especially when considering cache coherency and perhaps branch predicting, page boundaries and alignment as they can very well affect the performance and efficiency of various algorithms.

  • @KenyanNetHunter
    @KenyanNetHunter Рік тому +1

    Thank you Forest, you've explained these concepts really well.

  • @vishnum4852
    @vishnum4852 Рік тому +1

    Great videos.
    Liking this nitty gritty concepts which are not popular in yt
    We need more videos like this man..

  • @farquisimo
    @farquisimo 9 місяців тому

    Forrest, your videos are damn near perfect. I've watched 5 in a row and subscribed to your channel and the newsletter. Probably gonna pull the trigger on the notion studious next.

    • @fknight
      @fknight  9 місяців тому +1

      I appreciate that! Hearing this really means a lot

  • @TampaCEO
    @TampaCEO Рік тому

    Outstanding video. I've been a professional developer for over 30 years and I have to say that this video is by far the best I've come across on UA-cam. Here's why:
    1. Outstanding graphics. That cannot be understated.
    2. Outstanding explanations.
    3. You get right to the point (no wasted conversation).
    Consider me a new subscriber (to add to your half million or so). Congratulations on the success of your channel.

  • @skyname8870
    @skyname8870 Рік тому +1

    Bro, you're the best! Thank you so much for your video! No way of me missing the subscribe button!

  • @alivaliev5152
    @alivaliev5152 Рік тому +1

    Right when I needed it most, this gold! Keep on this!

  • @UnleadedPadyak
    @UnleadedPadyak 10 місяців тому +1

    Some comments for visual accuracy e.g. in 3:25 insertion sort, the element j is not really shifted right, arr[j] still contains the reference it's just that `arr[j+1] = arr[j]`copies the reference to arr[j+1]. I think it would be better to keep the two duplicate values then just overlap key to to arr[j] to keep visual consistency. Also, i find it helpful if i can see the values of i and j when stepping over each line of code.

  • @baky5372
    @baky5372 Рік тому +1

    Whatever video editing software you are using is really cool. i loved watching the code being stepped trhough and then visually seeing what was occuring above it.

  • @natalkaskus6547
    @natalkaskus6547 10 місяців тому +1

    wtf ur explanation is unbelievable, so on point

  • @ericajcruz
    @ericajcruz Рік тому +2

    Great video. More "boring" algorithm videos please! Thank you for posting this.

  • @typicallunchbox6934
    @typicallunchbox6934 Рік тому +1

    Awesome video, the quality and breakdown was great. Definitely going to be checking out more of your content :)

  • @DoNsMaK190
    @DoNsMaK190 Рік тому +1

    thanks for all those efforts that made to make those graphic explanation

  • @EagleHunt
    @EagleHunt Рік тому +1

    Make more videos like this. Informative content is what I’m here for

  • @EsotericEchoesTailored
    @EsotericEchoesTailored Рік тому +2

    Man I wanna say that you're so talented at making these videos. It is so clear that you love doing them. Please keep posting, you re a rockstar!

  • @Mihowill
    @Mihowill 6 місяців тому +1

    Nice to see the Primagean brother being great programmer as well.

  • @omargoodman2999
    @omargoodman2999 Рік тому +2

    What about the "really bad" sorting algorithms?
    Like "Stalin Sort": Step through the list one item at a time and, if the item is out of order, delete it. This results in a sorted list at the end [may result in some lost data].
    Or "Miracle Sort": Step through the list and check if the items are in sorted order. If they are, return the list of sorted items. If not, wait a designated amount of time, recur function to see if the list has miraculously become sorted. Continue recursion until a sorted list is found.

  • @TheDanielvenom
    @TheDanielvenom Рік тому +1

    I always think that I have one kind of sort. This video literally blows my mind. Good vid.

  • @viafro612
    @viafro612 Рік тому +1

    As a developer, i always suscribe to a better devs channel. Well done