The most important skills of data scientists | Jose Miguel Cansado | TEDxIEMadrid

How big data starts to drive the world, and what kind of skills will you need to interpret it?
General Director of Alto Data Analytics, Jose Miguel Cansado, has developed his international career in IMB Watson and Alcatel-Lucent, including eight years in pacific Asia as Head of Multimedia and Mobile Communications. He is a telecommunication engineer and holds a master’s in marketing from INSEAD, as well as executive MBA from IE Business School.
This talk was given at a TEDx event using the TED conference format but independently organized by a local community. Learn more at www.ted.com/tedx

Пікірлер: 99

  • @simoncharwey8513
    @simoncharwey85135 жыл бұрын

    The conclusion inspired me - "Big data needs big brains; big data needs the curious brains of an artist to make a difference." - Jose Miguel Cansado

  • @indexima6517

    @indexima6517

    3 жыл бұрын

    very interesting! we invite you to take a look at our videos which deal with the same topics :)

  • @junevincentmanuelsincogaud2059

    @junevincentmanuelsincogaud2059

    2 жыл бұрын

    The conclusion was gold.

  • @lotus___freedom

    @lotus___freedom

    2 жыл бұрын

    I happen to be one❣🙂

  • @saniyapadmanabhan

    @saniyapadmanabhan

    2 жыл бұрын

    True though !

  • @sahalapanjaitan6473

    @sahalapanjaitan6473

    Жыл бұрын

    what kind of difrence? nowdays analysis can be done by ai. And some one who just start need to compete with seniors and ai. what do he need to prepare?

  • @mustafabohra2070
    @mustafabohra20705 жыл бұрын

    Loved it.... Curiosity for emotions drives empathy, Curiosity for ideas drives imagination Curiosity for solutions drives creativity Curiosity for the influence drives communication Curiosity for results drives the leadership!!

  • @BiancaAguglia

    @BiancaAguglia

    5 жыл бұрын

    Same here.

  • @mochhisyamtanzil9741
    @mochhisyamtanzil97413 жыл бұрын

    At first I though the most important skills for data scientist is math, and computer science. But after working for 5 months as business intelligence (almost the same as data science) I realize that there is a lot of skills needed to be a good data scientist more than math and CS. Asking the right question, empathy, and creativity is very important in problem solving. What He is said is true

  • @ayayusuf4366

    @ayayusuf4366

    3 жыл бұрын

    Can you talk more about this

  • @gowtham0101

    @gowtham0101

    Жыл бұрын

    Is your company hiring

  • @maybelive765

    @maybelive765

    Жыл бұрын

    Empathy is cringe. Feelings < Facts

  • @johnwig285

    @johnwig285

    11 ай бұрын

    ​@@maybelive765you are cringe. Empathy literally explains the facts. For instance, when we carry out market basket analysis, u arrive to a set of rules. These are facts. So what? Facts without understanding why it is as such, is useless. That's where empathy comes in, u understand ur customers, why they buy so & so etc.

  • @kwanpakshing
    @kwanpakshing4 жыл бұрын

    From so many different speakers / videos I've watched, I came to realize that , daring curiosity is the fundamental drive to everything that differentiate yourself from the crowd and AI. But sadly , curiosity is difficult be trained or learned. it often comes inherently as a character and will remain as a character , though this character can be incredibly fragile to be destroyed in normal education systems filled with exams and tests.

  • @shivampurbia6169

    @shivampurbia6169

    4 жыл бұрын

    One can't train someone to have a Good character or to have curiosity that's something you have to create within yourself

  • @FakeAccount

    @FakeAccount

    4 жыл бұрын

    It's hard to explain, but nothing is created, everything you see that you think of as an inspiration and something creative was actually inspired by something else. Creativity doesn't come from nothing, it's a product of being inspired by other people and reinterpret it as an idea

  • @Daniela-fn8or

    @Daniela-fn8or

    3 жыл бұрын

    I love this Francis, you are so right.

  • @deogratiasmodestbaraka5355

    @deogratiasmodestbaraka5355

    2 жыл бұрын

    TAKE A BEER WHEREVER YOU ARE, YOU'VE SPOKEN SENSE. THIS IS FACTUAL!

  • @IvanE1990

    @IvanE1990

    2 жыл бұрын

    I'm sorry I think you are wrong. Curiosity can be trained and learned. It is about knowledge of what there is in the world, and actively thinking about new posibilities and problems. Is about working towards the concept of the "adjacent possible".

  • @BiancaAguglia
    @BiancaAguglia5 жыл бұрын

    Great speech. Curiosity and empathy ARE the characteristics of a great data scientist. 😊

  • @simon6248
    @simon62486 жыл бұрын

    Good speech to link humanity into technology.

  • @BlackJar72
    @BlackJar725 жыл бұрын

    Looking at machine learning from a background in cognitive neuroscience it seems to me that we are using more intuition than ever before -- neural net AIs are better thought of as artificial intuition rather than artificial intelligence. This is not playing them down, its an amazing advancement, intuition being something we once thought machines could not have, yet now we can have a machine develop a centuries worth of intuition on a specific problem type in a mater of days. We've moved from machines as only as external muscles to machines as external brain areas capable of learning intuitive pattern recognition we don't have brain areas specifically dedicated to. Still, despite all this and the completely different mathematics it often acts like little more than a glorified (and in many cases misled) correlation function, still needing interpretation from our internal brains.

  • @BiancaAguglia

    @BiancaAguglia

    5 жыл бұрын

    @Jared Blackburn Interesting point of view. 😊 I agree that AI shouldn't be thought of as Artificial Intelligence. For me, even artificial intuition is too much of a misnomer. I prefer calling it algorithmic iterations. AI is nothing more that a super fast computing machine for finding the correlation functions you mentioned. There is no intelligence on its part though. No intuition. No ability to put inputs, outputs, and algorithms in context. All the learning is done by humans. So, I'm not impressed by AI's intelligence 😊, but I'm glad we have AI. Despite its undeserved hype and its limitations, it is an incredibly powerful tool.

  • @indrajeet5000

    @indrajeet5000

    5 жыл бұрын

    @@BiancaAguglia yours and Jared's views have given me more insight than the Ted talk itself. Thank you both.

  • @Gthrylos
    @Gthrylos6 жыл бұрын

    This guy talks like a poet. Great talk!!!

  • @jimbiddle
    @jimbiddle6 жыл бұрын

    Great talk! Thank you!

  • @ashusharma9439
    @ashusharma94394 жыл бұрын

    Asking the right questions to data

  • @alitanwir3372
    @alitanwir33726 жыл бұрын

    Great talk !

  • @kishanchauhan6883
    @kishanchauhan6883 Жыл бұрын

    One of the most inspiring video i ever seen.

  • @hearticyandi469
    @hearticyandi4696 жыл бұрын

    thank you for this

  • @jaye4071207
    @jaye40712076 жыл бұрын

    powerful!

  • @manish12456
    @manish124565 ай бұрын

    Thanks for your valuable feedback and suggestions in data science and management.

  • @chocky_1874
    @chocky_18743 жыл бұрын

    Loved it ,Tnq💟

  • @ABeardedDad
    @ABeardedDad4 жыл бұрын

    I don't know whether to be inspired or terrified.

  • @DustinMillerPolyInnovator
    @DustinMillerPolyInnovator5 жыл бұрын

    Utterly fantastic. I've always held an entrepreneurial spirit, and I have the mindset of a polymath. Ironically my prime idol in life is Leonardo Da Vinci (before I was born my mom almost named me Leonardo), ever since I was a kid.

  • @ROTTERDXM

    @ROTTERDXM

    2 жыл бұрын

    I see you are also a very humble person!

  • @franrub9234
    @franrub92342 жыл бұрын

    Love it!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!

  • @Bill0102
    @Bill01023 ай бұрын

    I can't believe how great this is! I recently read a similar book, and it was absolutely incredible. "Game Theory and the Pursuit of Algorithmic Fairness" by Jack Frostwell

  • @alomgirkabir8612
    @alomgirkabir86126 жыл бұрын

    Great Speech Man :) Like it

  • @roxaneforghani4296
    @roxaneforghani42963 жыл бұрын

    Holy curiosity ❤️

  • @user-zk4tg8me1u
    @user-zk4tg8me1u3 жыл бұрын

    Our team has been working on data processing and markup for the second year, and we are growing in this direction. Interested parties are kindly requested to write in PM.

  • @ayayusuf4366

    @ayayusuf4366

    3 жыл бұрын

    Hey there I'm a biomedical engineer and I am really interested in this

  • @MotivationStation275

    @MotivationStation275

    2 жыл бұрын

    Hello I'm a data analyst, I would like to work with you

  • @volare2013
    @volare20135 жыл бұрын

    who would imagine data scientist in lab coats?!

  • @marinevin8562

    @marinevin8562

    4 жыл бұрын

    me

  • @marinevin8562

    @marinevin8562

    4 жыл бұрын

    with goggles, gloves, and microscope.

  • @leongrden8112

    @leongrden8112

    Жыл бұрын

    i imagined myself in the future sitting at my desk xd

  • @perliva
    @perliva6 жыл бұрын

    Leonardo da Vinci? That’s pretty steep.

  • @karishma98
    @karishma98 Жыл бұрын

    Curiosity ❤

  • @omarymkongo7535
    @omarymkongo75353 ай бұрын

    The well-being of the country is highly dependent on talent in fields such as Software development, Data science, Information Security, Nursing, Management Analysis, and Artificial Intelligence. Educating and respecting research is the basis for building a strong economy. India is an example of how investing in subjects like Data science and Artificial Intelligence contributes to the success of the economy. Let's take steps to ensure that we build our young people a solid foundation of education and skills needed for sustainable development. Prepared by Data Scientist & Analyst Mr. Omary Mkongo.

  • @eugeneibanez
    @eugeneibanez5 жыл бұрын

    Don't waste your time with any response exclusive to soaking up some game so you can play better.

  • @yosingh7479
    @yosingh74796 жыл бұрын

    Why data science require skills in R and python programming only ? Any one knows..plz answer

  • @midnightwatchman1

    @midnightwatchman1

    6 жыл бұрын

    You can do data science really in any computer language really R have optimisation for statistics and matrixes manipulation and python is an easy language to learn especially for people who might be just learning to program and plus there are prebuilt modules ( libraries) you can import implement some data functions. python gets you up and running fairly quickly without have to learn too much about computers :)

  • @jordimontserrat4455

    @jordimontserrat4455

    6 жыл бұрын

    Yo Singh R and Python are the two big whales on statistic and matching learning programation.

  • @Sparky579

    @Sparky579

    3 жыл бұрын

    Lol who says you they only prefer Skills in R and Python . Any language can work but R and Python are widely used bc they sre designed in that manner towards data interaction

  • @poisonqueen9881
    @poisonqueen98815 жыл бұрын

    Sir , is masters in data science us useful or not???

  • @datatalkes4849

    @datatalkes4849

    4 жыл бұрын

    Bhk Bhosari ka

  • @SuperBhavanishankar

    @SuperBhavanishankar

    4 жыл бұрын

    useful if you have enough money, i dont have money so i learn through internet and its pretty cool

  • @pizi87
    @pizi876 жыл бұрын

    this made it to Ted?

  • @cristiansteeple

    @cristiansteeple

    6 жыл бұрын

    No it didn´t. This is Tedx, quite different.

  • @nosicelonosiejikumlambo8323
    @nosicelonosiejikumlambo8323 Жыл бұрын

    I need a mentor. I want to transition to data sciences.

  • @nathancarranza9860
    @nathancarranza98606 жыл бұрын

    I'm last lol.

  • @shantanumaitra8192
    @shantanumaitra81925 жыл бұрын

    I am an AVERAGE 17 year old boy will i be able to handle this job?

  • @BiancaAguglia

    @BiancaAguglia

    5 жыл бұрын

    Absolutely! Kids nowadays have access to the same resources that adults do. Plus, many times, young people are very motivated to work on something that makes a difference. Some adults lose that motivation because life has tripped them too often. 😊 Find a project you're interested in. Learn a little each day, work a lot at applying what you learn. You'll amaze yourself how far you can go if you don't allow yourself to give up. Also, connect with other people. It's good to be part of community that has the same interests as you do. Best wishes to you.

  • @masterchief1520

    @masterchief1520

    5 жыл бұрын

    only if you can keep secrets.

  • @gordontang7837

    @gordontang7837

    4 жыл бұрын

    science thanks. I regret wasting time before but you're right, I still have time by my side and I'm only 18.

  • @abhimanyukarkara4218
    @abhimanyukarkara421817 күн бұрын

    I'm a data analyst myself and I imagined the guy in a lab coat. 😅

  • @christian.mar.garcia
    @christian.mar.garcia6 жыл бұрын

    Francisco Cevallos you clearly suffer from a lack of curiosity. It is evident he is not an English native speaker, so you can try empathy which is another skill you need.

  • @ElatedHanabi

    @ElatedHanabi

    5 жыл бұрын

    No, it is the presenter who needs to improve his public speaking skill to cater to the audience, including but not limited to accent reduction. I also agree with other comments that this talk has little substance.

  • @julioguzmanrodriguez8734

    @julioguzmanrodriguez8734

    5 жыл бұрын

    So you need to be a native speaker like Trump to say interesting and commonsensical things. Better improving reasoning than accent

  • @ElatedHanabi

    @ElatedHanabi

    5 жыл бұрын

    @@julioguzmanrodriguez8734 "Not native" means that he needs to improve accent, not that he needs to be a native speaker. It seems that you are being sensitive to "accent".

  • @julioguzmanrodriguez8734

    @julioguzmanrodriguez8734

    5 жыл бұрын

    Joey Wang He is making an effort and passing his message across. I wonder how the majority of English “native speakers” would perform in a foreign language. Judge people on their merits nor on their accent. Or put it differently, don’t see the mote in your brother’s eye....

  • @nanasophia6242
    @nanasophia62422 жыл бұрын

    Hello fellow GenGiGih Batch 2 🤭

  • @ianclough4117
    @ianclough41176 жыл бұрын

    another sales pitch. More educational talks not intellectuals trying to sell thier goods.

  • @gordontang7837

    @gordontang7837

    4 жыл бұрын

    I thought it had pretty good insight. I never saw how "curiosity" can be viewed as the root of other valued traits.

  • @cromi4194
    @cromi41949 ай бұрын

    Python

  • @gregg6077
    @gregg60776 жыл бұрын

    Fifth

  • @julioguzmanrodriguez8734
    @julioguzmanrodriguez87345 жыл бұрын

    Come on, it is the substance not the accent what matters. I fail to see empathy in what Tumps says despite his NY accent

  • @sairam332
    @sairam3325 жыл бұрын

    generic stuff!!...no point in this talk

  • @franciscocevallos5084
    @franciscocevallos50846 жыл бұрын

    This is a nice topic but the way this guy talks seems slow,I don't think I can continue finishing this video,I am sleepy

  • @indyvidual3917

    @indyvidual3917

    6 жыл бұрын

    Francisco Cevallos Whenever I run into a YT video of some talking too slowly for my liking, I go to settings a put the playback speed at 1.5x or 2x lol ☺️

  • @tientrinh7708

    @tientrinh7708

    5 жыл бұрын

    @@indyvidual3917 Wow, this is a good idea when i saw this video LOL

  • @nandagopalnv3756
    @nandagopalnv37566 жыл бұрын

    First

  • @KimmoHintikka

    @KimmoHintikka

    6 жыл бұрын

    Last...

  • @shadley000
    @shadley0006 жыл бұрын

    Talks slow and says nothing. 10 minutes wasted

  • @alitanwir3372

    @alitanwir3372

    6 жыл бұрын

    You clearly don't know what he's talking about, right ?

  • @francescagiordano7183
    @francescagiordano71835 жыл бұрын

    What about imagining a WOMAN data scientist?

  • @BiancaAguglia

    @BiancaAguglia

    5 жыл бұрын

    What about imagining a child as a data scientist? 😊 I just saw Data Science classes being offered for high school students, and watched a KZread video about writing Data Science books for 6 to 10 year olds. Maybe in the not so distant future we'll have our pets do Data Science also. 😊

  • @IsaacNickaein

    @IsaacNickaein

    5 жыл бұрын

    It's a figure of speech.

  • @ondiola

    @ondiola

    3 жыл бұрын

    nel team di Kaggle, giusto per fare un esempio, ci sono tantissime donne. Quindi non c'è alcun bisogno di immaginare le donne data scientist... Esistono già, e sono tante. Tutto questo nel mentre che scrivi queste coglionate per strappare qualche like.

  • @anshisingh1915
    @anshisingh19154 жыл бұрын

    His accent is pain 😭

  • @harpreetgaur1

    @harpreetgaur1

    4 жыл бұрын

    Tf? Your takeaway from this was Accent ...

  • @anshisingh1915

    @anshisingh1915

    4 жыл бұрын

    @@harpreetgaur1 his accent was quite annoying so I wasn't actually capable of watching the whole video... Obviously i wanted to see it but the accent 😖 there are other videos too relating big data so that helped me and some great comments gave me the key points so there was no loss ! But his accent is a pain 😑

  • @adeoyeoladipupoibrahim3066

    @adeoyeoladipupoibrahim3066

    Жыл бұрын

    @@anshisingh1915 you know nothing jon snow

  • @belxym

    @belxym

    Жыл бұрын

    I like his accent ❤

  • @mhalton
    @mhalton8 күн бұрын

    The disrespect to Da Vinci!

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