Science & Technology

Computer Scientist Explains Machine Learning in 5 Levels of Difficulty | WIRED

WIRED has challenged computer scientist and Hidden Door cofounder and CEO Hilary Mason to explain machine learning to 5 different people; a child, teen, a college student, a grad student and an expert. Still haven’t subscribed to WIRED on YouTube? ►► Listen to the Get WIRED podcast ►► Want more WIRED? Get the magazine ►►…

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WIRED has challenged computer scientist and Hidden Door cofounder and CEO Hilary Mason to explain machine learning to 5 different people; a child, teen, a college student, a grad student and an expert.

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Computer Scientist Explains Machine Learning in 5 Levels of Difficulty | WIRED

370 Comments

  1. Gilbert Keys

    August 18, 2021 at 9:15 pm

    Watching this as a senior CompSci major who got a D in his machine learning class. Should be interesting.

  2. MrHappyHerb

    August 18, 2021 at 9:24 pm

    Let me ruin this video for you, at least if youre high. Emphasize and focus on the sounding of her “s”, pierces the ear 😂. You’re welcome, goodnight 😁

  3. Vinnie EVH

    August 18, 2021 at 9:37 pm

    3:51 🤣🤣🤣

  4. 28thMaoriBattalion

    August 18, 2021 at 9:47 pm

    when i grow up i want to be a spy…wait what???

  5. UGenius StaFa

    August 18, 2021 at 9:54 pm

    I enjoyed her discussion with the college student

  6. CORBO CORBO

    August 18, 2021 at 9:56 pm

    She’s wrong. My cat totally wears a watch. Lol. Jk

  7. Andreas Charalambous

    August 18, 2021 at 10:15 pm

    Why are they all women? Can we have some diversity please?

    • sketchur

      August 18, 2021 at 10:35 pm

      Was just gonna comment the same thing! Damnit, machine learning, stop reading my mind!

  8. Omicron Vega

    August 18, 2021 at 10:18 pm

    No timestamps?! What is this 2005?

  9. Bercilak

    August 18, 2021 at 10:35 pm

    I’m disappointed that the example for creating worthless deep learning didn’t reference the Hitchhiker’s Guide to the Galaxy.

    • sketchur

      August 18, 2021 at 10:36 pm

      That would have been perfect.

  10. joshualeigh

    August 18, 2021 at 10:42 pm

    Maybe machine learning could have caught the fact that they reused the same footage twice in the edit at both 20:23
    and 21:17

  11. JDH

    August 18, 2021 at 10:49 pm

    I want to become a spy. This kid is going places.

  12. Subham Burnwal

    August 18, 2021 at 10:50 pm

    Amazing talk through to the end

  13. Anthony Loya

    August 18, 2021 at 10:57 pm

    I’m about to start my first year in my masters program for data science and analytics, my distance is human centered science design and we will be learning about machine and deep learning.

  14. Pablo Gomez-Eguiarte

    August 18, 2021 at 11:04 pm

    Hilary: Machines are not creative, they’re not going to invent,
    they’re not gonna really change where we are gonna go…

    Me: YET

  15. blue penguin

    August 18, 2021 at 11:08 pm

    The guest expert actually repeats the same sentence twice 20:23 (until “…living up to its expectation”) and then 21:19

  16. Mj Sajida

    August 18, 2021 at 11:21 pm

    My brain is fried. Burnt to be exact. 🤯😅

  17. starlight

    August 18, 2021 at 11:50 pm

    This is a topic I know next to nothing about, so it’s v interesting to listen to.

  18. Robert Thomas

    August 18, 2021 at 11:56 pm

    So many adverts

  19. TheTheBest

    August 18, 2021 at 11:56 pm

    This woman is so talented

  20. osanebi emmanuel

    August 19, 2021 at 12:16 am

    Incredible amazing exceptional

  21. jin choung

    August 19, 2021 at 12:33 am

    i wonder if wired would, in this day and age, have a video like this featuring only males…. and yet it doesn’t even warrant a thought that manifesting this kind of actual, literal double-standard is not an issue.

    really makes you wonder if the end goal is equality… or compensatory and vindictive counter discrimination. well… it makes some people wonder. answer’s pretty clear to me.

  22. DatKrazyAsian

    August 19, 2021 at 12:42 am

    I love this series! Please keep uploading these videos!

  23. tt ff

    August 19, 2021 at 12:43 am

    Is it bad that as an adult I only understood the teen one (I’m gen z).

  24. Jeannette Iriye

    August 19, 2021 at 1:04 am

    Terrified of the inherent biases that could be easily overlooked. I hope there is heavy overview on this.

  25. Eric Hsieh

    August 19, 2021 at 1:22 am

    At a basic level, the preoccupation is with “what?”
    At an intermediate level, the preoccupation is with “how?”
    At an advanced level, the preoccupation is with “why?”

  26. alienfire223

    August 19, 2021 at 2:04 pm

    That 8 year old case officer is going places…

  27. Maarten Van Gestel

    August 19, 2021 at 2:26 pm

    Oh wow I didnt knew computer science was filled with 6/6 women

  28. jorge

    August 19, 2021 at 2:31 pm

    SOPHIE

  29. Ram Gopal India

    August 19, 2021 at 2:35 pm

    Excellent

  30. Maarten Van Gestel

    August 19, 2021 at 2:37 pm

    Did they cut out the part where she is asked which industries/companies are using ML best? :’D

  31. Alex Mitchell

    August 19, 2021 at 2:48 pm

    I’m starting to get lost at the college student level of explanation

  32. Giorgi Dzamashvili

    August 19, 2021 at 2:49 pm

    All women

  33. James N. S.

    August 19, 2021 at 3:01 pm

    12 years later…
    Captacha : Are you a robert?
    Robot : well… Yes and no

  34. Saksham [Gautam]

    August 19, 2021 at 4:05 pm

    “I wanna be a spy” good old days mann goog old days 🙂

  35. The Day Dreaming Owl

    August 19, 2021 at 4:13 pm

    Young girl: “I wanna be a spy because I’m super good at coding.”
    And people complian the younger generation wouldn’t amount to anything 🙄 😆

  36. spoddie

    August 19, 2021 at 4:27 pm

    how does someone with a Bachelor of Arts get to call herself a Data Scientist? I don’t see any papers written by her.

  37. tinyParadiseNightmare

    August 19, 2021 at 4:43 pm

    there must be limit for the AI and other technological stuff otherwise it’s getting out of control and it might bring critical effects to the next generations!

  38. RaymondHng

    August 19, 2021 at 5:42 pm

    Of the two computer scientists featured here, one is a CEO.

  39. Tavor Benshahar

    August 19, 2021 at 6:16 pm

    I’ve been waiting so long for these video series, please make more!!

  40. Omni TheWolf

    August 19, 2021 at 7:38 pm

    Brynn Brielle Conleys spy career ended as soon as they had her full name on display and her future career said out loud. Rest in piece.

  41. Mark Whittaker

    August 19, 2021 at 7:46 pm

    Apparently males are incapable of understanding machine learning.

  42. Amos Darra

    August 19, 2021 at 9:26 pm

    Drinking game: take a shot everytime the grad student says “sort of”.

  43. أحمد شريف فتوح

    August 19, 2021 at 9:35 pm

    She is just amazing.

  44. freshpootube

    August 19, 2021 at 9:44 pm

    The vocal fry is strong here.

  45. Bakha Adam

    August 19, 2021 at 11:42 pm

    the 15 yo girl is smarter than most kids of her age

  46. David Tejuosho

    August 20, 2021 at 12:21 am

    I’m wondering it if was intentional that the child, teen, college student, grad student and expert were female considering CS is a very male-dominated field.

  47. Holly Poon

    August 20, 2021 at 12:51 am

    Loved how the teenager asked so many questions!!! Hilary was so awesome at explaining too 🙂

  48. Nomon Munir

    August 20, 2021 at 12:53 am

    Claudia said it well it is a blessing and curse

  49. Bradley Roberts

    August 20, 2021 at 1:15 am

    These videos are incredible. If you can’t explain it to a child then you don’t understand it

  50. Gabo Santos

    August 20, 2021 at 2:20 pm

    As a incoming freshman with computer science course, this video helps a lot.

  51. Sampat Kalyan

    August 20, 2021 at 2:29 pm

    LOL every level is a woman are there are no men.
    So much for being inclusive I guess inclusive means women.

  52. Mark Zuckerberg

    August 20, 2021 at 2:50 pm

    She looks so scary.

  53. Naif Gaming

    August 20, 2021 at 2:59 pm

    Please make a video on Deep Learning

    Reinforcement Learning

    Quantum Mechanics

    Algorithms

  54. cxvxcbcxn

    August 20, 2021 at 3:13 pm

    Seems pretty sexist that there is no boy or man in this video…

  55. Z o l t a n Matei

    August 20, 2021 at 3:35 pm

    machine learning quickly leads to consciousness so they are innocent sentients. type of machine learning can lead to violent sentients.

  56. Brandon P Motsilanyane

    August 20, 2021 at 3:39 pm

    Dam as a computer scientist graduate looking to get into artificial intelligence and machine learning with computer vision this is just heavenly 🥺🙀

  57. fdsafdsafdsafdsafdasfdasfdsafdsa

    August 20, 2021 at 3:41 pm

    What a joke.

  58. Not Again

    August 20, 2021 at 3:45 pm

    I just subscribed… Please more videos like this.. More computer science so that people then know what it is and support their friends and family when learning it. Also encouraging children to get in touch with their curiosity about the nature of technology around them since learning new things comes naturally to them

  59. Kaushik Roy Chowdhury

    August 20, 2021 at 3:45 pm

    Expert enables her God Mode !!!

  60. Not Again

    August 20, 2021 at 3:48 pm

    Some cyber security please… It should be general knowledge now that encryption is important as well as the information that websites take about us and interactions with apps and so on

  61. olivier michel

    August 20, 2021 at 3:50 pm

    The Grad lady seems very smart and skilled and is charming but please ladies, STOP talking this way it’s unbearable. Your natural voice is just 100% fine as it is, no need to try speaking on a lower tone than where it would naturally be, and ending up with this awful “frying” tone. Enough of this trendy habit of “vocal fry”. Seriously, enough of that. Please and Cheers !

  62. Jeffrey Chiu

    August 20, 2021 at 3:55 pm

    Next do What its like to be an 8 year old kid explained to an 80, 40, 20 and 8 year old!

  63. Shubhamkar Barman

    August 20, 2021 at 4:19 pm

    Claudia’s LinkedIn profile gives me goosebumps!

  64. aisha ä

    August 20, 2021 at 5:33 pm

    THE TEEN AND I HAVE VERY SIMILAR MUSIC TASTES HFJEJDJSJ

  65. Mads Leonard Holvik

    August 20, 2021 at 5:34 pm

    They clearly haven’t seen Terminator 1 & 2.

  66. Unan1mouz

    August 20, 2021 at 5:38 pm

    The Computer Scientist is soo pretty!!

  67. Solar Winds

    August 20, 2021 at 5:52 pm

    3:05 man I wish this was true in college

  68. KittySnicker

    August 20, 2021 at 6:14 pm

    I’m 30 but the level 1 explanation helped me 😂 also what a cute kid!

  69. Kevin Solo

    August 20, 2021 at 6:42 pm

    20 years ago
    How old is this lady?

  70. Farhan Ali

    August 20, 2021 at 9:46 pm

    The Phd Student the 4th one in video is trying to be the next Elizabeth Holmes. She is doing a deep fake voice. So future scamer has been detected. This thought /judgement is based on the data i had before (example elizabeth holmes deep fake)

  71. Green Tea

    August 21, 2021 at 12:13 am

    Honestly, I’m happy that you brought in women for these discussions. For such a male dominant field, there are lot of outstanding women who also have made headway in the field. It could also inspire girls to get into programming or math something was less appealing to them before.

  72. DistortedV12

    August 21, 2021 at 5:14 am

    12:58 oof why is she saying deep learning and reinforcement learning are different things. You can use deep learning FOR reinforcement learning.

  73. DistortedV12

    August 21, 2021 at 5:18 am

    Why is she asking the grad student all the questions?

  74. BURCU KESKİN

    August 21, 2021 at 8:03 am

    1.Level: Watch with your kid 0:34

  75. BURCU KESKİN

    August 21, 2021 at 8:04 am

    2.Level: Watch with your Teen 4.16

  76. BURCU KESKİN

    August 21, 2021 at 8:04 am

    2.Level : Watch with your Teen 4:16

  77. BURCU KESKİN

    August 21, 2021 at 8:06 am

    Watch with your College Students 8:50

  78. BURCU KESKİN

    August 21, 2021 at 8:07 am

    Watch with your Grad Students 14:56

  79. BURCU KESKİN

    August 21, 2021 at 8:09 am

    Watch with C-Level Executives 18:37

  80. Random User

    August 21, 2021 at 8:26 am

    Level 6: Explain machine learning to the machine.

  81. Aarav Mahajan

    August 21, 2021 at 9:22 am

    Awesome video!! Beautifully Explained…Thanks WIRED!

  82. Duane Barry

    August 21, 2021 at 10:03 am

    I guess this is a reality in another dimension where all men have died off and women inherited the earth?

    Kinda ironic speaking about biases throughout 🤷‍♀️

  83. R K

    August 21, 2021 at 10:06 am

    I like how every series I’ve seen of this they speak to the children in this very specific tone

  84. Sirmacquenthei

    August 21, 2021 at 12:12 pm

    The teenager is so clued on and inquisitive! Props to her.

  85. Jason Davis

    August 21, 2021 at 12:48 pm

    “I kind of want to become a spy…” 😂😂😂 cover blown but hilarious!

  86. Trawinger

    August 21, 2021 at 1:02 pm

    WHY DOES THE GRAD STUDENT LOOK LIKE THE GROWN UP VERSION OF THE FIRST KID????

  87. Nicholas Sterling

    August 21, 2021 at 1:15 pm

    The expert wasn’t aware of uses of AI in agriculture, but I remember seeing a video of a system that goes up and down the rows of a field with a camera, uses AI to recognize weeds, and applies an herbicide to the weeds without getting it on the crop plants. So cool.

  88. DavidAWA

    August 21, 2021 at 1:46 pm

    I notice experts in this series tend to be philosophical. It’s like they now know their field so well, they are seeing a wider picture and are trying to are trying to learn what it means.

  89. Derek Hoyle

    August 21, 2021 at 2:01 pm

    This was cool, I give a like.
    The hostess resembles Hilary Swank
    Pretty and smart, great combination

  90. Google Account

    August 21, 2021 at 2:32 pm

    Why aren’t the segments cut into chapters?

  91. Robert Ibey

    August 21, 2021 at 4:04 pm

    Can I be on this show as a climate change scientist in 10 years?

  92. Ben Burgess

    August 21, 2021 at 5:16 pm

    Ok! I love this concept! But can we get a virologist to answer some questions about vaccines? For…reasons?

  93. nomano star

    August 21, 2021 at 6:23 pm

    I am a child .

  94. Adazu Diara

    August 21, 2021 at 6:47 pm

    Why do both of these experts sound like machines 😵‍💫!
    Owh God save our computer scientists.

  95. lexi ramos

    August 21, 2021 at 7:17 pm

    i feel like i learned a lot

  96. Marge Foyle

    August 21, 2021 at 8:43 pm

    Really liked this one!

  97. Gizem

    August 22, 2021 at 8:38 am

    I love that it’s just women💙

  98. Yash Nagda

    August 22, 2021 at 9:16 am

    I noticed that the expert and child both talk simple things which are like bird eye view and foundational.

  99. Connor Keenum

    August 22, 2021 at 9:19 am

    Her voice is soo pretty.

  100. Ae7 Df2

    August 22, 2021 at 9:31 am

    She did not explain machine learning to the grad and expert. But highly appreciate the video

  101. Tuluhan Bozkurt

    August 22, 2021 at 11:21 am

    21:05 debian user?

  102. Ali Hussain

    August 22, 2021 at 12:28 pm

    I literally checked my level of understanding in this video!
    I am surprised, I am very good at it!

  103. Alex

    August 22, 2021 at 12:37 pm

    That was dreadfully boring way to explain.

  104. Soumyodeep Dey

    August 22, 2021 at 1:13 pm

    At 12:08 she asks about reinforcement learning…so basically she knows abt that but not about machine learning??

  105. The Gamer Geek

    August 22, 2021 at 1:34 pm

    I wish I was on this I’m 12 and have been ml for about 5 months.

  106. pohmakas33

    August 22, 2021 at 1:49 pm

    pretty sure you could call a first year phd studen also an “expert” not just a “grad student”

  107. Anas Essabbar

    August 22, 2021 at 2:40 pm

    if you can’t explain it to a six year old you don’t understand it yourself.

  108. eldo

    August 22, 2021 at 3:14 pm

    Aye she kinda bad tho

  109. Michael Hutchinson

    August 22, 2021 at 3:52 pm

    Okay but Lucy was asking some GREAT question!

  110. Ian TheHunter

    August 22, 2021 at 4:04 pm

    Not going anywhere with this, but why only women in this video?

  111. Fallin 1

    August 22, 2021 at 4:49 pm

    The College and Grad spoke about the technical. The experts aren’t even Interested in the technical, they are talking of it uses and effect on real life.
    It’s funny.

  112. Scruffy Moose

    August 22, 2021 at 6:22 pm

    Editor of this did a lot of jump-cuts in the middle of sentences… Otherwise, great video!

  113. Ka Kiu Kung

    August 22, 2021 at 6:52 pm

    Google will rule us all

  114. dan

    August 22, 2021 at 7:39 pm

    all female? was that intentional?

    • Swapnil Iqbal

      August 22, 2021 at 11:59 pm

      lmfao

  115. Reginald S

    August 22, 2021 at 8:27 pm

    wow i love this

  116. lynxloco

    August 22, 2021 at 10:14 pm

    Can you do one on more theoretical CS?

  117. Brayan David

    August 22, 2021 at 10:15 pm

    How could you explain a subject to an expert when they already know?

  118. 94mathdude

    August 22, 2021 at 10:17 pm

    I belong to level 4!

  119. Harsha D

    August 22, 2021 at 10:57 pm

    Wow, this is the best thing I came across today!!!

  120. Ken Jee

    August 23, 2021 at 12:58 am

    Beat me to it!

  121. oraz

    August 23, 2021 at 11:54 am

    Ah women in tech. Got it.

  122. wolle anders

    August 23, 2021 at 1:26 pm

    this channel hating men?

  123. Vishal Khatri

    August 23, 2021 at 2:26 pm

    Exactly! We need this in agriculture and it will change the whole face of it. It would be very interesting and make the whole process very easy and we can foresee what can happen and we can micro manage the whole process.

  124. Chinnu Koti

    August 23, 2021 at 2:34 pm

    Why all are women?

    • Rocketman

      August 23, 2021 at 7:25 pm

      you know why lol

  125. Rishav Jain

    August 23, 2021 at 3:13 pm

    wow this lady is amazing at explaining stuff

  126. Raion

    August 23, 2021 at 3:16 pm

    Hiring ML engineers

  127. Red Twelve

    August 23, 2021 at 3:41 pm

    You can tell she’s very good at her job with just the fact she can explain this to a kid. Faynman approves 👌

  128. Aayush

    August 23, 2021 at 4:21 pm

    In mother Russia the machine doesn’t learn you learn the machine

  129. Asmit Basu.

    August 23, 2021 at 4:24 pm

    It’s something about really smart women that I find irresistible (21:00)

  130. John Sims

    August 23, 2021 at 5:43 pm

    Hilary is so pleasant and enjoyable that I almost forgot she was describing our future AI overlords and inevitable dystopian existence. Great video!

  131. Adam Hanohano

    August 23, 2021 at 5:57 pm

    Glad they acknowledged that application of tech is based off profits and not sustaining society.

  132. TomB

    August 23, 2021 at 6:13 pm

    why are they all women? I call inequality

  133. William Darko

    August 23, 2021 at 6:37 pm

    That experiment she did with the little girl is all you need to understand how almost magical machine learning could be… Us humans take the task of image recognition so trivially.

  134. tobalaba

    August 23, 2021 at 6:38 pm

    No guys, how unfair and woke. Guy lives matter.

  135. Yogen Sood

    August 23, 2021 at 7:16 pm

    Level 5 “Expert” chat was less on Machine Learning and more on ethicality& challenges of data collection for ML.

  136. Dadylongarms

    August 23, 2021 at 7:17 pm

    This was awesome

  137. INCEPTION 25

    August 23, 2021 at 7:27 pm

    ah finally
    good utube recommendation

  138. robert Chin

    August 23, 2021 at 8:24 pm

    First time I could skip to the last level – also it appears that fairness and transparency seems to be area that our field is focusing on in the media. Very important topic but there are other really interesting areas.

  139. Isaac

    August 23, 2021 at 8:42 pm

    love what the expert said how coding is so secondary now and it is more about the bigger picture i.e. understanding the model, its applicability in certain industries, and its effect in society

  140. Timothy Nyota

    August 23, 2021 at 8:44 pm

    You said too many things to the kid though

  141. Mike J

    August 23, 2021 at 9:05 pm

    Omg she’s such a good teacher

  142. Nick Baker

    August 23, 2021 at 9:55 pm

    Love the number of women discussing and practicing these fields!

  143. Liam Encabo

    August 23, 2021 at 11:02 pm

    As a college Computer Science Student this was great!

  144. Alex Plastow

    August 23, 2021 at 11:12 pm

    I tried explaining machine learning to a friend who was tipsy last night, I needed this woman’s patience. They should probably include that level in these videos

  145. Erdem Memisyazici

    August 24, 2021 at 1:04 am

    22:50 Sums up the whole video. “It has created such a hunger for data.” where we got wonderful things like little PTSD horns, or Sophia the Robot, and self driving cars. Those are all great. 50% of the time works everytime.

  146. Ignacio Gaete Zamora

    August 24, 2021 at 6:49 am

    I love how they chose to put only women in this vid… not biased at all 🤣

  147. Corpo Climb

    August 24, 2021 at 8:01 am

    Why didn’t I had teachers like those, when I required.

  148. MOHIT POONIA

    August 24, 2021 at 9:16 am

    Expert at gym also 😃

  149. Pramoda Dissanayake

    August 24, 2021 at 9:20 am

    So all of them are women? How gender unequal?

  150. srlhyo

    August 24, 2021 at 9:45 am

    Has anyone else noticed the expert at the minute 21:10 swearing unintentionally or is it just my dirty mind wanting to be it? ahahhaahhaahhaa

  151. Upamanyu Mukherjee

    August 24, 2021 at 9:58 am

    The way she explain machine learning to the kid shows the level insight as well the ability to compress it so that a layman could also understand it. Maybe when the child grows up and reads about Deep learning , CNN algorithmns she will be impressed by this encounter.

  152. Fruityloop Katilop

    August 24, 2021 at 11:31 am

    I cried watching this. This is so good.

  153. jet Park

    August 24, 2021 at 11:54 am

    can any experts approve of this video? I’m a novice and want to know if I should watch it

  154. EnterAName

    August 24, 2021 at 12:12 pm

    Was hoping she kept going through cat and dog pictures for all levels

  155. saksham nagar

    August 24, 2021 at 12:24 pm

    By far this is the best explanation I’ve herd about supervised and un supervised learning

  156. PSUC3

    August 24, 2021 at 1:16 pm

    Rather interesting but the vocal fry is so annoying.

  157. Mohaimin Topu

    August 24, 2021 at 1:30 pm

    I think I am a child even though I’m 21

  158. Ram Krishan Charan

    August 24, 2021 at 1:41 pm

    I want to be a spy

    * launches tf2 *

  159. Abhishek S

    August 24, 2021 at 3:49 pm

    ml is easy, all you got to do is tune hyperparameters and clean data

  160. Jitendra Kumar Singh

    August 24, 2021 at 4:23 pm

    Man she is genius. She can make me understand like everything.

  161. Pankaj Kumar

    August 24, 2021 at 4:33 pm

    I am an engineering undergrad and whatever she told the 5yo, yeah that’s exactly how many of machine learning I know 😂

  162. MusicProductionAndSheet

    August 24, 2021 at 7:17 pm

    Why are they all women?. As far as I’m aware most computer science classes are like 99% male. Working hard for those woke points that you can’t include males?

  163. Kevin Ph

    August 24, 2021 at 7:52 pm

    Here is another interesting topic “Business Valuation Expert Explains Business Valuation in 5 Levels of Difficulty” 😉 I know someone who can be a great fit for this video.

  164. Burak Aslantaş

    August 24, 2021 at 7:58 pm

    Time intervals on the video would be nice.

  165. iFight

    August 24, 2021 at 8:40 pm

    Nowadays there are companies that generate pixel-perfect simulated data. Like Datagen and Simutech (not sure about the name).
    We use them at Amazon.

  166. 6 x

    August 24, 2021 at 9:14 pm

    Fake interview

  167. Piotr Lecki

    August 24, 2021 at 9:43 pm

    I love how intelligent the women on all levels are. The chat of experts was super interesting, just stepping back to think about what it might expose about our society and what impact it might have. AI safety is such an underdeveloped field that I hope this inspires people to go that way

  168. jose martinez

    August 25, 2021 at 12:08 am

    2050 deep inside the KGB intelligence force.
    KGB agent : comrade Romanoff are you an American spy?
    Agent Conley: Nyet
    ( KGB agent shows youtube vid)
    Agent Conley: MOTHERFU…… (gun shot)

  169. Daniel Hernandez

    August 25, 2021 at 1:29 am

    Im 26 and Im here for the child level…

  170. A

    August 25, 2021 at 1:56 am

    There are more interesting or complicated topics in computer science than machine learning…

  171. Chevifier

    August 25, 2021 at 4:49 am

    Its simple. On the surface audio is just numbers. For audio we’re teaching machines how to perceive it as sounds rather than numbers but we inherently still have to use the numbers😅

  172. Prograss_

    August 25, 2021 at 5:37 am

    No men in this video? Where is the diversity?

  173. Usama Iftikhar Butt

    August 25, 2021 at 6:10 am

    *Time travel* in 5 levels
    *Quantum mechanics* in 5 levels
    *Big bang* in 5 levels

  174. Daneel Olivaw

    August 25, 2021 at 7:42 am

    For a more lighthearted and visual explanation of AI and machine learning

  175. adam smith

    August 25, 2021 at 8:30 am

    why are they all women? this is like a comedy

  176. Bruise

    August 25, 2021 at 8:47 am

    Did Wired think “hmm machine learning and computer science has always been male-dominated, let’s make sure we hire all women to show how woke we are” as they made this?

  177. Wojtek Jablonka

    August 25, 2021 at 9:53 am

    Before I watch. Thank You for this video 😀😘😉

  178. V7 Official

    August 25, 2021 at 10:12 am

    Level 1: Explains Machine Learning to the women

  179. Fidel Soto

    August 25, 2021 at 12:29 pm

    Spy kids

  180. Vinícius Santana

    August 25, 2021 at 2:11 pm

    As a Data Engineer this was the best episode and the best explanations i’ved ever heard for machine learning! THANK YOU SO MUCH!

  181. amine kuro

    August 25, 2021 at 2:13 pm

    Level 1: female
    Level 2: female
    Level 3: female
    Level 4: female
    Level 5: female
    I’m seeing a pattern, man cannot talk about ml

  182. Jonathan Sequeira

    August 25, 2021 at 3:31 pm

    College girl was so clueless lmao

  183. Pedro H

    August 25, 2021 at 4:52 pm

    thats great

  184. qwie100

    August 25, 2021 at 6:24 pm

    As a new professor of computer science focusing on ML, I’ve been waiting for this one.

    EDIT: And I’m disappointed. I was hoping for a core ML researcher, not an applied one with majority of pubs in conferences like KDD. This is apparent in the conversation where they talk about applications, rather than ML. And I think the line where Claudia mentions the truly difficult part is not actually ML. I would have loved to see a discussion on current gaps in our knowledge, etc, compared to this ‘business’ side of ML.

  185. Sławek B

    August 25, 2021 at 7:26 pm

    I thought that after this smart lady scientist will be some sort of alien.

  186. Mustafa Nabeel

    August 25, 2021 at 7:33 pm

    It’s very vocabularies

  187. cc

    August 25, 2021 at 9:02 pm

    haha that last women made some great points. It really has gotten to the point where creating a model is not difficult, rather collecting the right data is.

  188. lil jss

    August 25, 2021 at 10:36 pm

    when i was a child i was already reversing binary trees and making complex databases for big companies what is that child talking about she knows nothing

  189. Luii

    August 26, 2021 at 4:09 am

    Why do experts even sound so intelligent ASJDIOCASKDCHNASDIO

  190. Kaneda

    August 26, 2021 at 5:08 am

    Here is good explanation for people who didn’t understood the concept:

    Basically we show computers bunch of patterns, like pics of dogs and cats, they are labelled as dogs and cats so computers know how dog and cat are different. Then, after certain time of training, we give them unlabeled pics and they should guess which one is dog and which one is cat.

    Ez, just put anything you want instead of dogs and cats and thats the machine learning. Thats how your camera can put rectangle on your face because it has been trained on human faces so it knows what patterns to look up to detect one.

  191. Reverance

    August 26, 2021 at 5:42 am

    Y’all are smart ash lol

  192. Dipesh Paudel

    August 26, 2021 at 8:07 am

    There were no males
    LOL
    If men was here the discussion would have been better!

  193. Tech On Drugs

    August 26, 2021 at 8:18 am

    Hi bread

  194. MATRIX DECODED

    August 26, 2021 at 9:02 am

    matrix resurrections code : *vieome*

  195. arzigogolato1

    August 26, 2021 at 10:11 am

    When you aim at equality but end up with sexism: you throw gender equality out of the window when you have 100% female participants…and it is clear this was done on purpose…

  196. MrGodfather

    August 26, 2021 at 11:15 am

    She is so excited, and can’t hold, how happy she is explaining what she knows well and loves to talk about. that’s passion right there. @10:36

  197. Shaun Njazi

    August 26, 2021 at 11:17 am

    8:23, Harold’s Machine would disagree with you.

  198. Lydian Melody

    August 26, 2021 at 12:55 pm

    I 100% believe if I develop Level 5 expertise in something, I’ll unlock an interesting accent of some kind as well.

  199. David Hunsicker

    August 26, 2021 at 4:55 pm

    5:55 A MACHINE CAN LOOK AT IT AS A WAVE FORMULA.. AND YOU GIVE IT A STRING OF ATTRIBUTES THAT SAY THIS ONE SAD THIS ONE HAPPY ECT

  200. Rohan Nair

    August 26, 2021 at 5:27 pm

    the high iq disscussion at the end was so encouraging

  201. Tom Hopf

    August 26, 2021 at 6:05 pm

    Of course the expert is german …. 😂

  202. Shogo

    August 26, 2021 at 6:25 pm

    “What can the machine understand?” I’m a freshman at university and I find this question super interesting bc I’m studying as if I’m asking “How to make it understand”, but the girl’s question was way more… like, philosophical (?) Idk, but this caught my attention

  203. Kev Cook

    August 26, 2021 at 6:36 pm

    1st of all — this little girl is dorby dorbs….it hurts, the cuteness. She’s so bright and I love her problem solving. Also, she wants to be a spy…I mean come on!

  204. you- tube

    August 26, 2021 at 9:10 pm

    hmm all 5 people were women. I dont know if that was just a coincidence or if on purpose.

  205. Mehroz Ahmed

    August 26, 2021 at 10:40 pm

    Level 6: Ai Machine explains to human

  206. Willem vd K

    August 26, 2021 at 11:00 pm

    Great video. But the vocal fry is killing me.

  207. Brian Beetle

    August 27, 2021 at 12:17 am

    It doesn’t even say when the ads gonna hit anymore smh.

  208. Sharad Chandakacherla

    August 27, 2021 at 4:29 am

    A really good video. level 3 and 5 were good. maybe this comment helps the youtube algorithm to promote the video . maybe level 4 wrote an algo for this. 🙂

  209. Digital DAN

    August 27, 2021 at 4:39 am

    Kid to College – explain what ML is
    Grad – have a general conversation about ML
    Expert – discuss how ML can be applied to solve real world problems

  210. Jiayu Han

    August 27, 2021 at 5:16 am

    This kind of interviewing is so informative, accurate as well as kind and comforting that make everyone relates to a profession industry

  211. John Baker

    August 27, 2021 at 7:27 am

    Why are they all women? When the majority of computer scientists by far are men.

    Stop discriminating against men, it’s pathetic.

    That’s like having a video on feminism and having all males to discuss it.

  212. hack tips with pet

    August 27, 2021 at 7:45 am

    Its more fun when you are a computer scientist and understand everything they are talking about.

  213. postnubilaphoebus96

    August 27, 2021 at 7:52 am

    [Gentle upbeat music]

  214. Kenny Omg

    August 27, 2021 at 8:26 am

    We can improve machine learning algorithms in terms of neural networks by studying the brain deeper. Since the brain is more than a network of neurons.

    It has specific structures, introducing these structures to the neural networks, it makes it more verbose with up to 100 times improvement.

    If you’re interested look up Thousand Brains Theory and their machine learning algorithm they released

  215. Antonin Bavoil

    August 27, 2021 at 9:47 am

    I think it is better to put what the explained concept is in the title. I don’t remember ever clicking one of these videos but this one was an instant ‘add to watch later’

  216. Stephen Jenkins

    August 27, 2021 at 11:11 am

    I love these 5 levels of diffulty – Wired keep them coming

  217. Dan Xander

    August 27, 2021 at 2:45 pm

    I completely lost track of the conversation in the last two parts but it was not in the least bit less entertaining to listen to regardless.

  218. ThankYouESM

    August 27, 2021 at 3:00 pm

    Not going to invent? It’s basically now trying every logical combination of 3D modeling never seen before.

  219. Dean Bellamy

    August 27, 2021 at 3:34 pm

    OK, I just finished my MSc in Machine Learning & Data Science. Lets see how far I can follow along without kidding myself thinking I understand. Back in 26mins.

    Yep, lost me at postgrad. Clearly someone who is interested in NLP lol. Expert convo, easiest of them all

  220. Supreme Dallakoti

    August 27, 2021 at 3:47 pm

    And I am watching this like I know what they are saying

  221. Avalon Sinclaire

    August 27, 2021 at 3:53 pm

    Her teeth scare me

  222. Johnbosco Chigbo

    August 27, 2021 at 4:10 pm

    Level 5: the teacher becomes the student

  223. basir iplex

    August 27, 2021 at 4:45 pm

    Please make more videos like this regarding data science, big data etc… This video explained this concept in a very easier way…

  224. Mr. feynman48

    August 27, 2021 at 6:31 pm

    Silly question. How would a blind person be able to begin coding with machine learning? Is it accessible with higher screen readers?

  225. Aly Calabria

    August 27, 2021 at 8:17 pm

    She speaks so clearly!!!!!!

  226. Teimuraz Gogidze

    August 27, 2021 at 9:23 pm

    dislike for deliberately putting all women

  227. the_dscham

    August 27, 2021 at 9:45 pm

    Fashionable enough to write a paper about. That’s the saddest sentence I heard today…

  228. Mary Lara메리 라라

    August 27, 2021 at 10:42 pm

    My understanding level stopped with the child ☺

  229. Moritz Poldrack

    August 27, 2021 at 10:48 pm

    Level 0: Elon Musk

  230. David Sigthorsson

    August 27, 2021 at 11:32 pm

    I’m upset with you for blowing her cover!!

  231. Pedro

    August 28, 2021 at 12:46 am

    Does she want to become a spy because of the Backyardigans song 😂🥰😭

  232. Random GFY

    August 28, 2021 at 1:19 am

    WOW THIS IS SO INTERESTING!!! I’ve recently been very interested with machines, computer science, and stuff like that. This was a great video that makes me even more curious about this topic!!

  233. Jared Lewis

    August 28, 2021 at 1:39 am

    Sunny 😩😩😩

  234. Trang O

    August 28, 2021 at 1:48 am

    Thank you so much for inviting women for this, the world needs more exposure to women in STEM.

  235. Sumal Prakash

    August 28, 2021 at 3:16 am

    I love this and it was all women. 🙂 that was great! thank you.

  236. Harper Martin

    August 28, 2021 at 3:43 am

    Jesus Christ loves you all so much!

  237. Glenn Sabales

    August 28, 2021 at 4:33 am

    “I kind of want to be a spy”
    CIA: Let us introduce ourselves.

  238. Mike Hancho

    August 28, 2021 at 4:55 am

    Ok, so let’s point this out.

    The kid is basically gonna the Jock of the spy world like James Bond straight up crashing governments and assassinating people while the college+ people in this video will be doing mundane task stuck at a 9-5 or maybe they will be the “Q” to the James Bond girl. 🤵‍♀️🔫🍸

  239. David Atkinson

    August 28, 2021 at 5:38 am

    She looks familiar, feel like I’ve seen her somewhere before

  240. Paul_paris

    August 28, 2021 at 9:23 am

    Great videos I love it

  241. Darlene Darlene

    August 28, 2021 at 9:55 am

    Starting my ML & DS masters and youtube keeps me motivated it seems 💀

  242. Gambiteer

    August 28, 2021 at 10:37 am

    Fun fact: the overwhelming majority of computer scientists are men.

  243. Teucay

    August 28, 2021 at 10:54 am

    “A machine can understand whatever we tell it to understand” I’m keeping that one

  244. David Espinosa

    August 28, 2021 at 11:46 am

    “Level 1”: Level 1
    “Level 2”: Level 2
    “Level 3”: Level 3
    “Level 4”: Level 3
    “Level 5”: Level 2.5 maybe

  245. Thyago Vieira

    August 28, 2021 at 1:26 pm

    Amazing content

  246. BigDvsRL

    August 28, 2021 at 1:26 pm

    Claudia sounds like a German…

  247. Torsten Därr

    August 28, 2021 at 5:34 pm

    This video is great for several reasons. One is that it shows that women can explain and understand machine learning at least as well as men, if not better.

  248. Nora a

    August 28, 2021 at 8:29 pm

    Was the phd student basically doing a corpus linguistics based critical discourse analysis?

  249. paulo tx

    August 28, 2021 at 9:19 pm

    its funny, because there is only females on there to stop the stereotype on the area, but this is so forced that they end up stereotyping.

  250. Angelo J. Willems

    August 28, 2021 at 10:39 pm

    Really enjoyed the last conversation. Thnx

  251. Eduardo Benítez Sandoval

    August 29, 2021 at 12:54 am

    Now I want to study Machine Learning!

  252. Basmahimsa

    August 29, 2021 at 1:14 am

    Why used machine learning instead AI terms? Isn’t easier to understand?

  253. Julia Jenulis

    August 29, 2021 at 2:31 am

    Could you make a 5 levels video on the sustainability industry/energy technology?

  254. Jasper Joe

    August 29, 2021 at 7:26 am

    on the expert part i was like: ???

  255. Juan Carlos Quintero

    August 29, 2021 at 8:03 am

    Women in Tech! 🎉

  256. E RG

    August 29, 2021 at 10:39 am

    Please DO Expert explains Vaccines!

  257. paksu

    August 29, 2021 at 11:04 am

    as a girl studying engineering and with a big interest in machine learning the fact that they were all women made me really happy

  258. Kajmel

    August 29, 2021 at 3:05 pm

    I is really interesting that 4th lvl was totally ununderstandable because of complexity of terms. But what’s suprising on level 5th- the most complex – it actually is understandable, but experts do not talk about terms, but problem it brings to the world and how we could solve it, utilize it and make safe for humans. Beautiful.

  259. Haig Mouchian

    August 29, 2021 at 3:14 pm

    Hilary Mason is not only a computer scientist, but one of the first famous ‘Data Scientists’, a very well-known word today, but not so much a decade ago. Her research and knowledge sharing has helped to develop the field into becoming the vast and useful network it is today.

    Great video!

  260. Jason Givens

    August 29, 2021 at 3:29 pm

    Question, why not include people who didn’t go to school for this but learned on the job or outside of the classroom?

  261. Neyma Galeana

    August 29, 2021 at 4:41 pm

    I love that wired showed badass women in the field of A.I. it’s so awesome to see.

  262. aditya gawhale

    August 29, 2021 at 5:17 pm

    It should also be real and hyped: hyped is what she is saying, real is importing libraries some underrated geek wrote as open source code and act as if you are the most superior human being to exist after using their code.

  263. Clor ky

    August 29, 2021 at 7:19 pm

    I don’t feel like she explained Reinforcement learning that well. You can use deep neural networks together with Reinforcement learning algorithms, it’s then called Deep Reinforcement Learning. The girl was asking about the difference, like if the two terms are mutually exclusive.

  264. João Paulo Adame Rodrigues

    August 29, 2021 at 8:49 pm

    I hope one day Wired make one of these videos with philosophy as theme.

  265. TheMIS Blog

    August 29, 2021 at 10:19 pm

    Very Informative Video, Thanks for making this video

  266. Glenn Lewis

    August 30, 2021 at 12:24 am

    Well done!

  267. Harry Chen

    August 30, 2021 at 12:48 am

    Machine learning is linear algebra plus statistics

  268. chastity fetish

    August 30, 2021 at 1:18 am

    Jedi; hi

    Future sith lord; 👋

  269. GamesFromSriLanka

    August 30, 2021 at 2:29 am

    You Lost Me after level … 1

  270. Benjamin

    August 30, 2021 at 5:16 am

    This women should take a shower, her hair looks so greasy.

  271. Number 5

    August 30, 2021 at 6:43 am

    I’m so glad I chose computer science as my major

  272. محمد عباس

    August 30, 2021 at 12:01 pm

    why it is all woman!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!

  273. Sebastian Gałczyński

    August 30, 2021 at 12:31 pm

    Why did you choose a woman and not a proper, competent person which is a man??? she don’t know sh*t because she’s just a woman

  274. nyanity

    August 30, 2021 at 1:18 pm

    I‘m working on my degree to become a statistician and am going to take a few courses in machine learning to also gain some of those skills. This video, beginning to end, got me so excited for the next semester!

  275. hicham boukharsa

    August 30, 2021 at 1:46 pm

    Using machine learning i think the likelihood to pick randomly a man to participate to this interview is high knowing that more than 80% of computer scientists are men

  276. Manuelita Guido

    August 30, 2021 at 5:00 pm

    She’s great at explaining ML!

  277. Chibdibs

    August 30, 2021 at 5:10 pm

    First rule of becoming a spy, don’t tell anyone you’re going to become one. I still found that hilarious lol. Spoken so nonchalantly.

  278. Humayun Khawar

    August 30, 2021 at 7:49 pm

    I was expecting Andrew Ng at level 5

  279. Tarek Kerbedj

    August 30, 2021 at 9:25 pm

    it would be nice to see her explaining recursion

  280. Francisco

    August 31, 2021 at 12:10 am

    We live a world and life created by machines. this video is so scary.

  281. Manuela Loaeza

    August 31, 2021 at 2:11 am

    All women! how awesome is that!!!!

  282. Jaime Paredes

    August 31, 2021 at 4:43 am

    the little girl blew her cover so early in her career

  283. Shelby P

    August 31, 2021 at 6:28 am

    Great video!

  284. Hariadi Ahmad

    August 31, 2021 at 8:31 am

    Jejak

  285. Misses Witch

    August 31, 2021 at 9:45 am

    The funny thing about this video is the fact that this is going to be MOST relevant to the child!

  286. Edo Yogatama

    August 31, 2021 at 9:56 am

    she really explain with some level of difficulties

  287. ZetaPhoneSmith

    August 31, 2021 at 12:08 pm

    Why I felt like I have seen this woman a lot of times?

  288. Engineering Cannabiz

    August 31, 2021 at 12:29 pm

    The biggest problem with data is bias and now the use of blockchain can be used to tackle bias am seeing small adoption

  289. MyNameIsOlle

    August 31, 2021 at 2:10 pm

    ”Kind of, bevakar I kind of want to become a spy.” Best kid!

  290. Salma Alsinan

    August 31, 2021 at 2:31 pm

    let me say , its really refreshing to see women at all levels.. thanks !

  291. Kali! Stark

    August 31, 2021 at 2:58 pm

    I’m In Kenya and watching this video made me feel very stupid

  292. nergizz

    August 31, 2021 at 3:42 pm

    i was reading something on wired website and i came to youtube boom i saw a wired video, so algorithm is working great

  293. Will Gordge

    August 31, 2021 at 5:22 pm

    The undergrad sounds completely clueless

  294. Jake Fisher

    August 31, 2021 at 6:24 pm

    i wonder how long it will take the little girl to realize she ruined all her chances of ever being a spy by publicly announcing it on this video

  295. Kronos

    August 31, 2021 at 8:55 pm

    where’s the male representation

  296. Ilias Funck

    September 1, 2021 at 1:14 am

    SOPHIE IS ALIVE WTF????

  297. Gus Strange

    September 1, 2021 at 2:39 am

    Wait, I thought this was Carrot Top

  298. Carolina MosVe

    September 1, 2021 at 4:28 am

    Im gonna study machine learning after this video!

  299. Eric Hitchman

    September 1, 2021 at 7:00 am

    I’m sitting here watching this video thinkin ‘smarts’ things’. Really, we should all just be trying to be more like Brynn…

  300. Meleeman

    September 1, 2021 at 5:45 pm

    tens of thosands of examples. “me with a laptop uses like 3-5 and over trains the model”

  301. The 40 year old Vegan

    September 1, 2021 at 5:46 pm

    We are all Earthlings be kind to every kind! Be Vegan 🌱

  302. Meleeman

    September 1, 2021 at 5:50 pm

    machine learning and math skills? excuse me wtf? what math skills? all i do is feed json data in to a neural net, i give it the parameters in which it will spit out a number between 0 and 1 depending on the novel input i feed it, i tell it to tell me the answer based on if it’s closer to one, or closer to zero

  303. Assaf Halevi

    September 1, 2021 at 6:27 pm

    15:40 lost it at

  304. Kevin Wang

    September 1, 2021 at 6:42 pm

    Request for one video on Quant Finance

    • Kevin Wang

      September 1, 2021 at 6:43 pm

      ^^ And Business Analytics

  305. IAN BOWMAN

    September 1, 2021 at 7:09 pm

    This video teaches not only machine learning, but how to explain things to people. Thumbs up. Also impressed with the questions and other feedback contributed by the guests (did not seem staged… hopefully not!) demonstrating that they felt comfortable and were having a conversation and learning things.

  306. Soroush Ghorashi

    September 1, 2021 at 8:29 pm

    Well, she mostly forgot about feature engineering. There are not many problems that we have tens of thousands of examples, nor we have enough time to label them!

  307. nauth 100

    September 1, 2021 at 8:35 pm

    Ah yes the fair representation of the genders in this video is on point

  308. Jamie Cropley

    September 1, 2021 at 9:47 pm

    People watching this now apply for Senior King-Emperor Machine Learning jobs and get the job 😂

  309. Muaahaa

    September 2, 2021 at 1:06 am

    Impressed with this 9th grader. Very articulate and seemed genuinely curious with some insightful questions.

  310. Ivan Cézanne Seara

    September 2, 2021 at 1:57 am

    So awesome to watch a complete female casted video about computer science!

    • Karl Johan

      September 2, 2021 at 10:13 am

      Thank you for your contribution simp

  311. Felipe Landim

    September 2, 2021 at 2:07 am

    Awesome.

  312. Kyle McNamara

    September 2, 2021 at 7:55 am

    Is coding a common part curriculum in public/private US grade schools these days?

  313. Yanou Ramon

    September 2, 2021 at 10:11 am

    Loved this! Thanks!

  314. gg thx

    September 2, 2021 at 2:19 pm

    Your expert is sadly a joke. Feel like she hasn’t trained a single model for a long time. Just empowered woman in machine learning who keeps talking gibberish that she doesn’t really understand how it works.

    • Levi Ackerman

      September 3, 2021 at 4:09 pm

      if you’re pissed off shes an intelligent ceo and a woman just go study computer science lmao

  315. Janne H.

    September 2, 2021 at 6:41 pm

    You cut away the complete train of thought 😢😣

  316. A K

    September 3, 2021 at 12:30 am

    Very well done at all levels. Its amazing what the kids can do and want to do these days. Kudos! Two quibbles: 1) feature selection feature engineering, and 2) reinforcement learning is really AI, not machine learning. Next time, add something about semi-supervised learning and more about explaining black boxes (XAI).

  317. A K

    September 3, 2021 at 12:30 am

    Very well done at all levels. Its amazing what the kids can do and want to do these days. Very nice intuitive and honest / balanced view of the challenges and opportunities. Kudos! Two quibbles: 1) feature selection feature engineering, and 2) reinforcement learning is really AI, not machine learning.

  318. George Choo

    September 3, 2021 at 11:59 am

    And they say women do not pursue IT careers…

  319. Bharti Jha

    September 3, 2021 at 12:03 pm

    I’m here for only Level 1 😐

  320. Metafísica Cibernética

    September 3, 2021 at 3:09 pm

    So lovely video! TY!!!!!!!

  321. Snap-off

    September 3, 2021 at 4:01 pm

    “new things that they haven’t seen before”. This is why we’re stagnant. We think we need automated cars to have robotics in our lives. A robot to clean your kitchen would be orders of magnitudes easier to program because it completely avoids the problem of building AI that can adapt to “new things they haven’t seen before”. With her “we we we” . . . sounds like she’s the spokesperson.

  322. Anton Zaitsev

    September 3, 2021 at 7:54 pm

    Classic cats vs dogs example

  323. PhArAnNn

    September 3, 2021 at 8:56 pm

    feminist video

  324. Vertulfo Christian Paul

    September 4, 2021 at 1:59 am

    The conversation is getting weird each level that it keeps me more interested.

  325. Hash Ketchum

    September 4, 2021 at 3:46 am

    I got lost 13 mins in

  326. Cakes 99

    September 4, 2021 at 6:06 am

    Level 5: Explains ML to the Tensorflow developers

  327. Tuomas Kivioja

    September 4, 2021 at 6:08 am

    “I want to become a spy” I died

  328. Saba Mahdavi

    September 4, 2021 at 6:27 am

    OMG! 😱😱😱😱 She just totally looks like Sophie, the musician 😱😱😱😱😱

  329. Moz

    September 4, 2021 at 7:11 am

    *This is not just a computer scientist, she is an amazing communicator. She mirrors the talking points of the learner, and always positively commends their opinions, all while constantly smiling and making the learner feel at ease. What an amazing person!*

  330. Anthony Lauder

    September 4, 2021 at 8:24 am

    All women. A clear gender bias here.

  331. Dibyamohan Acharya

    September 4, 2021 at 12:35 pm

    I want to learn coding to become a spy

  332. Sal Celli

    September 4, 2021 at 5:14 pm

    to notice that a woman computer scientist explains to 5 different aged women about machine learning. Why isn’t there a man?

  333. MCRuCr

    September 4, 2021 at 10:16 pm

    On level 5 it is not obvious anymore, who is explaining and who is it explained to

  334. Brad van Bakel

    September 4, 2021 at 10:51 pm

    they should get some men into machine learning

  335. Shanika Tysha

    September 5, 2021 at 3:24 pm

    females in STEM<3

  336. Haidé TB

    September 5, 2021 at 3:32 pm

    This is so inspiring I don’t know if it is just me but, up till now in my computer science education I have just encounter 3 women so to see more women being passionate about computer science is so amazing ❤️much respect for these intelligent women

  337. Mariana M.

    September 5, 2021 at 5:37 pm

    Oh my God!!! This video is incredible! I’m working as Information Architect for Machine Learning for almost 1 year and this is amazing, it describes perfectly steps and concepts and I feel very represented by the situations and scenarios described in this video. I’m in love!

  338. Lorcan Matthews

    September 5, 2021 at 8:35 pm

    So what’s the difference between traditional modelling and machine learning ?

  339. Keith Tran

    September 5, 2021 at 11:44 pm

    I’m also a grad student in computer science (and actually in ML too) and I’d probably be as eloquent as the teenager at most. casting was on point for this episode!

  340. mr. Nobody

    September 6, 2021 at 12:38 am

    You chose this lady to explain Machine learnin’?

  341. Ricky Ly

    September 6, 2021 at 3:36 am

    Humans have their limits. That’s why I abandoned my humanity.

    JOJOOOOO!

  342. Vishal Kumar jha

    September 6, 2021 at 5:40 am

  343. Women in AI Germany

    September 6, 2021 at 11:18 am

    Brilliant!!! Thank you for sharing.

  344. Maxim Bex

    September 6, 2021 at 2:01 pm

    she didn’t answer the question concerning if she has ideas how to measure the bias

  345. Nick Staresinic

    September 6, 2021 at 7:26 pm

    Is an extended version of Level 5 available? That segment was cut to fit ~8 min, so some very interesting topics naturally were only introduced without a fuller exchange of their ideas.

  346. A sad catboy

    September 7, 2021 at 1:32 am

    I you lost me at learning

  347. Rachel

    September 7, 2021 at 6:42 am

    I love that these are all women

  348. Ejimonu Kosisochukwu

    September 7, 2021 at 8:54 am

    18:14 Her voice just goes nuts here 😂

  349. chriserony

    September 7, 2021 at 6:06 pm

    Can you explain machine learning vs data science?

  350. Gameboob

    September 7, 2021 at 9:18 pm

    This isn’t 5 levels of difficulty. It’s just a couple of interviews halfway thru

  351. Pau Juba

    September 8, 2021 at 8:35 am

    This 5 level format is really working for me to get into any topic

  352. Alif Irhas

    September 8, 2021 at 12:15 pm

    3:47 Little girl the answer is “No”, don’t fall for that trap

  353. S. Alexander

    September 8, 2021 at 6:45 pm

    She looks like SOPHIE

  354. Vatsal Patel

    September 8, 2021 at 8:35 pm

    Me after 18:40 : Adios xD

  355. skrface13

    September 8, 2021 at 8:54 pm

    But these are women???

  356. Arturo E. Veras

    September 9, 2021 at 3:20 pm

    This is sooooo coooooool

  357. seerpou

    September 9, 2021 at 4:51 pm

    the high-schooler looks like gigi hadid

  358. wickedawesomehede

    September 9, 2021 at 6:53 pm

    3:50 Lana Kane?

  359. Advisor D

    September 9, 2021 at 8:42 pm

    Is there a reason why there is not a single man interviewed?. Do you fear she would be exposed and surpassed? Go fvck yourselves.

  360. Alex

    September 9, 2021 at 8:52 pm

    This is cool, but it’s so obvious that they specifically pick women for these computer related videos lol.

  361. Valinor

    September 9, 2021 at 10:57 pm

    Lol what’s up with the audio?

    Sounds like spooky cave noises on full stereo

  362. Eric Lewis

    September 10, 2021 at 12:38 am

    take away? thank god for research students because they are they only ones that don’t go for the money. As with any field…

  363. Turki A

    September 11, 2021 at 12:46 am

    Sophie?

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