Daniel Krei
Daniel Krei
  • Видео 20
  • Просмотров 137 012
This is how optimizers work
This is my take to give you a high level explanations of how optimizers work as fast as possible.
In this video we are looking at gradient descent as an example. In the folowing videos we are going to take a more in-depth look into how different optimizers work.
Просмотров: 87

Видео

The Idea Behind Neural Networks
Просмотров 4,7 тыс.5 месяцев назад
This is a quick video explaining the main idea behind neural networks. Why we need them, how and why they work. Although given samples are simple, I believe they will let you gain the intuition about what happens inside neural networks as they learn.
Matrix Multiplication Explained | Math for Machine Learning Part 5
Просмотров 2926 месяцев назад
This is a short introduction into matrix multiplication. Matrix multiplication is the fundamental linear algebra operation. This is the 5th video in a series about mathematics used in machine learning. Dot product: ruclips.net/video/5-xLHOMekNk/видео.html
Transpose of a Matrix Explained | Math for Machine Learning Part 4
Просмотров 1966 месяцев назад
This is a short video about the transpose of a matrix. Part 4 in series about mathematics for machine learning. Python and Numpy examples are given with visualizations of transposing matrices and vectors.
Dot Product Explained | Math for Machine Learning Part 3
Просмотров 1576 месяцев назад
This is the 3rd video in a series about mathematics for machine learning. This time we are looking at the dot product. A very simple but fundamental linear algebra operation. Part1 (scalars, vectors, matrices and tensors): ruclips.net/video/WpxKkvX9kgc/видео.html Part2:(simple operations): ruclips.net/video/yHAMuOAcm6c/видео.html
Simple Operations with Vectors and Matrices | Math for Machine Learning Part 2
Просмотров 3746 месяцев назад
This is the second video in this series about mathematics for machine learning. This time we check basic operations we can do with scalars, vectors and matrices.
Intro to Scalars, Vectors, Matrices and Tensors | Math for Machine Learning Part 1
Просмотров 8106 месяцев назад
This is a short introduction into scalars, vectors, matrices and tensors. This is the first video in a series about mathematics used in machine learning. In the next video I’ll talk about basic operations we can do with them and I’ll share some code samples.
Oppenheimer AI trailer (Runway Gen2)
Просмотров 90511 месяцев назад
This a little generative AI experiment using Runway Gen2 to recreate Oppenheimer trailer using only text prompts.
Understand Precision and Recall | 3 Minute Tutorial
Просмотров 244Год назад
A quick intro to Precision and Recall. These are extremely important metrics when analysing machine learning models. If you want me to explain other metrics, leave a comment!
IoU explained | 2 Minute Tutorial
Просмотров 448Год назад
This is my attempt to explain IoU as fast as possible. Mathematical animations are made using Manim Python library. Images used in the video are from this dataset: www.kaggle.com/datasets/hngngn/portrait-segmentation-128x128
Understand Cosine Similarity | 2 Minute Tutorial
Просмотров 9 тыс.Год назад
This is a quick introduction to cosine similarity - one of the most important similarity measures in machine learning! Cosine similarity meaning, formula and example! If you like this video, hit a like and subscribe! Paper icon used in a video: www.flaticon.com/free-icons/paper" -Paper icons created by monkik - Flaticon
Understand Euclidean Distance | 2 Minute Tutorial
Просмотров 2,1 тыс.Год назад
Euclidean distance is probably the most well-known distance measure. Here is how it works! Animations are made using Python Manim Library.
Make a 3D Neural Network in Blender! | Code
Просмотров 2,4 тыс.Год назад
This is a 3D Neural Network visualisation Blender code walkthrough. It shows how I made logistic regression part of neural networks visualisation video (video link: ruclips.net/video/hIYR6qMXujE/видео.html) All training code, required files and Blender script available here: github.com/DanieliusKr/neural-network-blender
The World's GDP Using 1 Dollar Bills
Просмотров 226Год назад
This is a little Blender experiment trying to visualize approx. 100 trillion dollars world economy. The numbers shown are very rough estimates. The source is www.visualcapitalist.com/100-trillion-global-economy/. World and US GDP are averaged to 25 and 100 trillion for simpler visualization. Like & Subscribe if you like it! Models used in this video: Eiffel tower: www.cgtrader.com/free-3d-print...
Spinning Hypercubes
Просмотров 52 тыс.Год назад
Spinning Hypercubes
I Challenged ChatGPT To Draw Art...
Просмотров 4,2 тыс.Год назад
I Challenged ChatGPT To Draw Art...
Neural Networks 3D Simulation
Просмотров 40 тыс.3 года назад
Neural Networks 3D Simulation

Комментарии

  • @aleefbilal6211
    @aleefbilal6211 15 дней назад

    bro looks 18 and 30 at the same time. anyways, great and quick explanation. Thanks.

  • @ridas5993
    @ridas5993 17 дней назад

    Can you make a representation of a 10d (or higher) hypercube rotating?

  • @omkarrajmane9408
    @omkarrajmane9408 20 дней назад

    Wow, wan't expecting much as it was such a short video. But this was the most valuable video that was so concise and made me understand the concept much better! Thanks a lot !

  • @Mymongoliandic
    @Mymongoliandic 20 дней назад

    My braincell is decaying

  • @desecrator718
    @desecrator718 21 день назад

    Thanks for the quick and crisp explanation

  • @KingJAB_
    @KingJAB_ 26 дней назад

    Some edges are missing

  • @RamuSriram0
    @RamuSriram0 29 дней назад

    Thank you bro. Perfect explanation.

  • @blacklyfe6881
    @blacklyfe6881 Месяц назад

    It doesn't rotate like that ☹️

  • @amisharadinkhai
    @amisharadinkhai Месяц назад

    simple and well explained! thank you

  • @thecubeisalie413
    @thecubeisalie413 Месяц назад

    tf is going on

  • @RR_sans_phase_5
    @RR_sans_phase_5 Месяц назад

    Its a tesseract connected with a tesseract.

  • @Sasha123-d1q
    @Sasha123-d1q Месяц назад

    4D cube was like 3D cube

  • @mtjuliani6753
    @mtjuliani6753 Месяц назад

    Wow cool

  • @avian8354
    @avian8354 Месяц назад

    psilocybin after claiming you wanted to see. (you just wanted to enjoy your evening)

  • @Gumpys_
    @Gumpys_ Месяц назад

    I can mildly comprehend a 4d spinning cube

  • @Mysteryyyboy
    @Mysteryyyboy Месяц назад

    How I mesure total area of 7d cube 😂

  • @RezaMaheyza
    @RezaMaheyza Месяц назад

    ROTATION IN THE 5D REGULER HYPERCUBE IS HAVING A 5 ROTAION ON THE HYPERCUBE X Y Z W V☠️☠️THAT MAKE MY BRAIN IS GETTING BURNING

  • @bearcub7681
    @bearcub7681 Месяц назад

    Do the (5D rotation) and W rotation

  • @ORI_ginal_
    @ORI_ginal_ Месяц назад

    *3 -dimensional being* *Grabs a 9-d Cube* *3-d being* "Hey this is flat." The 200 9-d scientists in the background."........" "RUN"

  • @BandiVideos698
    @BandiVideos698 Месяц назад

    My brain explodes

  • @123paros
    @123paros Месяц назад

    You have presented us a very short video with a lot of juice. Personally, I find all your presentations very informative. I can't wait to see the next presentation of how different optimizers work? Thank you

  • @hiccupwarrior89
    @hiccupwarrior89 Месяц назад

    there are tons of missing pieces for 5D and up

  • @Ahmadalhadid-ll7ws
    @Ahmadalhadid-ll7ws Месяц назад

    A 5 dimensional cube With a 4d shadow In a 3d model In a 2d screen In my 1d eyes In my 0d brain

  • @AquarianTeacher
    @AquarianTeacher Месяц назад

    Brilliant!🌟

  • @mirinoa4808
    @mirinoa4808 Месяц назад

    i only care about scientific 5D sooo, these non euclidean shapes arent telling ME much about what resides there.

  • @nickawilliams5175
    @nickawilliams5175 2 месяца назад

    Wow

  • @bunnyfamily8
    @bunnyfamily8 2 месяца назад

    i think my brain got fryed

  • @eliecersalinas1542
    @eliecersalinas1542 2 месяца назад

    Mi cerebro no tiene cerebro.

  • @992_cup
    @992_cup 2 месяца назад

    Thank you for the straightforward examples. On point!

  • @VolumetricTerrain-hz7ci
    @VolumetricTerrain-hz7ci 2 месяца назад

    Cool video! 360 vr videos is like a rotating tesseract. To us this is bizarre. But I can imagine that a person in the fourth dimension, perceives the same, about the three-dimensional space! Since all the angles of the room are projected in a single flat image, I wonder what it would have looked like if the camera had moved in all 360 degree directions, in other words, by growing larger or shrinking, relative to a spherical room in a game simulation ...

  • @k3n807
    @k3n807 2 месяца назад

    4D: Easy Peasy 5D: My Brain Is Burning

  • @maxreed9666
    @maxreed9666 2 месяца назад

    Brilliantly concise explanation. Have a like. :)

  • @enijize1234
    @enijize1234 2 месяца назад

    My trying to untangle the cables behind my computer

  • @DinGamingRobloxRealAlt
    @DinGamingRobloxRealAlt 2 месяца назад

    It may seem like “spinning”, but the entire time, your brain gets so confused so it thinks its switching. In reality, it’s just a cube in a cube. EDIT: Find the right frame? If you did, you’ll see that the cube is inside a cube.

  • @omarelraffa7006
    @omarelraffa7006 2 месяца назад

    THANK YOUUU

  • @Schöeneberd
    @Schöeneberd 2 месяца назад

    Xyztuvw

  • @pie6280
    @pie6280 2 месяца назад

    Like eventually, it wasn’t even a cube anymore. It just became a mangled piece of marble and mesh.

  • @gneu1527
    @gneu1527 2 месяца назад

    2D: square 3D: 6 squares 4D: 2 copies of 6 squares 5D: 3 copies of 6 squares 6D: 4 copies of 6 squares 7D: 5 copies of 6 squares

  • @TauTheDecimal
    @TauTheDecimal 2 месяца назад

    3D: Cube 4D: Hypercube 5D: Supercube 6D: Ultracube 7D: Megacube

  • @DoorMSM
    @DoorMSM 2 месяца назад

    I know 1d, 2d, 3d, 4d and 5d. 6d hurts my brain

  • @francisbaldera6401
    @francisbaldera6401 2 месяца назад

    Me watching 7D:💥💫💥💥

  • @MysteryMeralOffical
    @MysteryMeralOffical 2 месяца назад

    the only thing my brain can comprehend was the 3D cube, the 5D cube, and the 6D cube

  • @nozeekah5035
    @nozeekah5035 2 месяца назад

    Bro had a glow up

  • @alecheesacker4460
    @alecheesacker4460 2 месяца назад

    7D Cube, The Spider Web Cube.

  • @SpinyDisk
    @SpinyDisk 2 месяца назад

    The color of these change lime the phases of the endbos

  • @user-lu5bw7fk1o
    @user-lu5bw7fk1o 2 месяца назад

    Cubu in a cubu in cube in a cube in cube???

  • @mobashirzahidmoghal
    @mobashirzahidmoghal 3 месяца назад

    The 4rth dimension is why gravity exists, the fabric of space time

    • @Nyx_9C43
      @Nyx_9C43 2 месяца назад

      Me when I watch too much sci-fi at 3 am:

  • @Free-leftistaction
    @Free-leftistaction 3 месяца назад

    Too high IQ for me

  • @elinwallmander6317
    @elinwallmander6317 3 месяца назад

    It’s just more cubes upon more cubes inside of more cubes

  • @Sans________________________96
    @Sans________________________96 3 месяца назад

    3 dimension to 10D dimension Transitioning from three dimensions to ten dimensions involves a significant shift in our understanding of space. In higher dimensions, the geometry and properties of space become more complex and difficult to conceptualize. In theories like string theory or M-theory, which propose extra dimensions beyond our familiar three, these additional dimensions are often described as compactified or curled up at extremely small scales, making them imperceptible on everyday scales. These theories suggest that these extra dimensions could play a role in explaining phenomena such as the behavior of fundamental particles or the nature of gravity, but their exact implications are still a subject of ongoing research and debate in theoretical physics.