How I Would Learn Data Science in 2022

In this video, I go through how I would learn data science in 2022.
Tina’s channel:
/ tinahuang1
Learn more about the Dataiku platform: www.dataiku.com/
___________________
Resources mentioned in the video
Link to freeCodeCamp: www.freecodecamp.org/
Link to Dataiku's ML guides: knowledge.dataiku.com/latest/...
Link to Josh Starmer's Statquest: / joshstarmer
Link to Beautiful Soup (web scraping): www.crummy.com/software/Beaut...
Link to titanic notebook: www.kaggle.com/alexisbcook/ti...
Link to learn SQL: mode.com/
Link to Dataiku projects: www.dataiku.com/learn/samples/
Twitter: / dataiku
Instagram: / dataiku
From Joma Media
www.joma.media/

Пікірлер: 158

  • @Rjcuatrocinco
    @Rjcuatrocinco2 жыл бұрын

    I'm in cyber security doing vulnerability management, but this is making me want to get deeper into data science. I wish KZread had more entertaining and enthusiastic creators like Tina, Ken, Luke in the cybersecurity field!!

  • @kevinportillo1971

    @kevinportillo1971

    Жыл бұрын

    I find that Infosec does not have as much “influencers” because the process of acquiring expertise itself is tiring enough, so much for people to then try to become content producers.

  • @LukeBarousse
    @LukeBarousse2 жыл бұрын

    The video we have been waiting on from Tina!! 🙌🏼

  • @mahamudmunna5000

    @mahamudmunna5000

    Жыл бұрын

    and totally ignored 🤣😜

  • @saffi8322

    @saffi8322

    Жыл бұрын

    @@mahamudmunna5000 why?

  • @browntechdaddy
    @browntechdaddy2 жыл бұрын

    This was really insightful and helpful, thanks for making this!

  • @sthompson18
    @sthompson18 Жыл бұрын

    This was tremendous. Thanks for doing this. Much appreciated.

  • @christopherigweze9339
    @christopherigweze93392 жыл бұрын

    My long awaited video, thank you Tina!!🤧

  • @TobysDataDigest
    @TobysDataDigest Жыл бұрын

    Your videos are a HUGE inspiration!! just started out my own youtube (from my experience as a data analyst) All the best!

  • @user-zh7bt6ld8d
    @user-zh7bt6ld8d Жыл бұрын

    Very apt video as I'm in the process of becoming a data scientist. Your approach is very insightful. Thank you for this beautiful piece!

  • @RunOs3
    @RunOs3 Жыл бұрын

    WOW, okay, this is what I needed. Thank you!

  • @Alex.In_Wonderland
    @Alex.In_Wonderland2 жыл бұрын

    this is was far more comprehensive than I expected! so many other channels will throw up python and SQL and will then recommend a boot-camp or moocs. Solid video and thank you very much!

  • @amaefulemiriam390
    @amaefulemiriam3902 жыл бұрын

    Thanks for sharing this guide Tina🤗

  • @Fox-Hunter
    @Fox-Hunter2 жыл бұрын

    Thank you for this. Really helpful!

  • @geenie5162
    @geenie51622 жыл бұрын

    This video is so awesome. Super encouraged now. Thanks 🤗

  • @erincoleman7744
    @erincoleman77445 ай бұрын

    Thank you sooo much for this video! I'm an attorney and translator by trade and have a business degree, but I became a sahm during the pandemic. I want to re-enter the workforce and pivot to data science. A lot of content out there kind of just talks around how to actually pick up the necessary skills, but this is just so informative and thorough. I really do appreciate this!

  • @niconico6229
    @niconico6229 Жыл бұрын

    Excellent approach to DS! Thank you very much!

  • @inspiritlinspirit3259
    @inspiritlinspirit32592 жыл бұрын

    This is the best "how to learn ____" I've seen so far! ❤ Please have more videos with STEPS like these

  • @adrian4961
    @adrian4961 Жыл бұрын

    great video, very enlightening, thank you very much!

  • @tpennyhealth5861
    @tpennyhealth5861 Жыл бұрын

    this is an incredibly helpful video. Thank you

  • @vusiskosana8427
    @vusiskosana8427 Жыл бұрын

    Thank you very much! Well articulated👌

  • @jackofalltradelines
    @jackofalltradelines Жыл бұрын

    thank you tina you are amazing!

  • @matthewevans3015
    @matthewevans3015 Жыл бұрын

    This is very helpful, thanks for putting this together :)

  • @acdcbrody
    @acdcbrody Жыл бұрын

    I’m a logistics analyst at a very large and I deal with A LOT of Data. I’m just starting to embark on this Data Science world because I want to move up and be more of an asset and we really need it. This was very helpful

  • @ConverseEverett
    @ConverseEverett Жыл бұрын

    Amazing job!! hell i even made a large flow chart on Miro just to track the path you clearly laid out ;)

  • @samplaying4keeps
    @samplaying4keeps Жыл бұрын

    Thank you so much for this break down

  • @mnyamande2011
    @mnyamande20112 жыл бұрын

    Thanks Tina. Really helpful

  • @amiramani8297
    @amiramani82972 жыл бұрын

    thank you, that was the best way to eplain and it was so helpful❤❤❤

  • @cerealport2726
    @cerealport27262 жыл бұрын

    I use Dataiku at work, it's great, the low-code/no-code machine learning aspects are cool, but i still think that some understanding of what's going on behind the scenes is important. This is why I still think it's useful to learn at least the basics of coding, stats, data visualisation, and some machine learning. great video!

  • @dinithiwijayasinghe4851
    @dinithiwijayasinghe4851 Жыл бұрын

    Great video learnt tons. Thanks

  • @olivernjoku3110
    @olivernjoku3110 Жыл бұрын

    Thank you for the high valuable info.

  • @mehaulMC
    @mehaulMC Жыл бұрын

    I’m currently an entry level Community Manager. Data Science is so intriguing to me as it would allow me to listen to userbases and other communities so much more closely. You just gave me what I need to get started learning! Thank you!

  • @andile5945
    @andile59452 жыл бұрын

    Thank you for mentioning commercial acumen towards the end. I was also quite surprised to see you here!

  • @dees900
    @dees900 Жыл бұрын

    Very helpful. Great job. I would love a video on the application of data science to the field of finance & accounting.

  • @kawthooleidevelopers
    @kawthooleidevelopers Жыл бұрын

    Those are valuable pieces of advice. I always get caught going deep, but my main problem is distraction. I end up learning too many things.

  • @edus82
    @edus822 жыл бұрын

    This is super helpful thank you

  • @rodrigolopez6944
    @rodrigolopez6944 Жыл бұрын

    Incredible content!

  • @kiranaandriyani8515
    @kiranaandriyani85152 жыл бұрын

    This is really helpful, tysm!

  • @braahkamal9899
    @braahkamal98992 жыл бұрын

    Thanks alot for this ❤️

  • @zean164
    @zean164 Жыл бұрын

    Amazing video!

  • @thomaseast7699
    @thomaseast76992 жыл бұрын

    Excellent. Thank you.

  • @nessrineta5246
    @nessrineta52462 жыл бұрын

    Thank you, Tina.

  • @thewizardnet
    @thewizardnet2 жыл бұрын

    This channel is really awesome:) Thank you, Tina. Do you recommend any book for data science/stats?

  • @jefferyhuang1077
    @jefferyhuang1077 Жыл бұрын

    great video!!

  • @MisterAadj
    @MisterAadj Жыл бұрын

    didnt watch it completely. but saved it. Seems like good content

  • @sunshuai9634
    @sunshuai96342 жыл бұрын

    Thanks a lot for sharing

  • @doctorrusty6494
    @doctorrusty64942 жыл бұрын

    Very well thought - I agree with everything that has been said in the video. I used the breadth-first approach when I changed my career to Software Engineering couple years ago, and yes, it's least painful and most effective way to learn skills for a technical industries. Thanks for the video, I'm just starting with Data Science and this is very helpful - not that you only say what to learn, but also how and where 🤩 ⭐⭐⭐⭐⭐

  • @-EE-DeeptiKumari
    @-EE-DeeptiKumari2 жыл бұрын

    Thanks for motivation to learn data science

  • @kenji5793
    @kenji57932 жыл бұрын

    I needed this.

  • @chandleryt7496
    @chandleryt74962 жыл бұрын

    Such a helpful video

  • @biblisabatti10
    @biblisabatti102 жыл бұрын

    Thank you for this video

  • @unintentionaltime
    @unintentionaltime2 жыл бұрын

    Thank you for breaking it down

  • @mclovin6537
    @mclovin65372 жыл бұрын

    That was super useful

  • @j.echevarria8630
    @j.echevarria8630 Жыл бұрын

    In interviews the most important tech skill is SQL. I am proficient at Python now but lack advanced SQL. From my experience its more important to know SQL first.

  • @r0cketRacoon

    @r0cketRacoon

    6 ай бұрын

    advanced SQL such as what, could u give me some recommendations

  • @Ra-pt6tx
    @Ra-pt6tx Жыл бұрын

    Very good video Thank you

  • @amirmohammadjalili2676
    @amirmohammadjalili26762 жыл бұрын

    It was a super informative and useful video. tnx

  • @hamzatabiodun112
    @hamzatabiodun1122 жыл бұрын

    Thank you for the millions worth info

  • @OnixEdge
    @OnixEdge2 жыл бұрын

    amazing class

  • @chamsseddin4449
    @chamsseddin4449 Жыл бұрын

    great video 👌 thanks from Algeria 🇩🇿

  • @lexipnn
    @lexipnn2 жыл бұрын

    thank you soo much❤️

  • @patrikjansson1173
    @patrikjansson1173 Жыл бұрын

    Perfect!

  • @johngreen8922
    @johngreen89222 жыл бұрын

    This was a very good video

  • @AzureCz
    @AzureCz2 жыл бұрын

    Deployment: Flask, Heroku, Streamlit and basic Docker

  • @minhajali3671
    @minhajali36712 жыл бұрын

    Thanks, my road begins here.

  • @arshad1781
    @arshad17812 жыл бұрын

    Thanks 👍

  • @hectorium
    @hectorium2 жыл бұрын

    Love the video!!!! Off topic, but where did you get that cool moving pixel cat photo if you don't mind me asking lol

  • @sweend3150

    @sweend3150

    2 жыл бұрын

    why would she mind lmfao

  • @rokrem30

    @rokrem30

    2 жыл бұрын

    @hector.. get motivated by this video.. learn python .. then buy a monitor and code that 🐈 and showcase the same in your galary.. that would be fun..

  • @Velisus
    @Velisus Жыл бұрын

    I just realized that the role I'm filling at my job is a lite version of a data scientist and it's blowing my mind.

  • @GSUS-fc6ss
    @GSUS-fc6ss Жыл бұрын

    Thank you .

  • @slodoco
    @slodoco Жыл бұрын

    This video is wicked awesome! But I get distracted by the cat in the background. That's a sub from me! Cheers!

  • @Novikmm
    @Novikmm10 ай бұрын

    I got more value, overall knowledge and understanding about DS from this video than from 2 days of research and Google

  • @bapufighter316
    @bapufighter316 Жыл бұрын

    The moment she said "I don't have the strongest will power" I insta-Subscribed

  • @lakshanirlk4758
    @lakshanirlk4758 Жыл бұрын

    Thank you

  • @syhusada1130
    @syhusada11302 жыл бұрын

    Statquest is amazing.

  • @yoyo-ue5pf
    @yoyo-ue5pf Жыл бұрын

    Fellow data scientist here: seaborn and matplotlib are good, but Tableau is the way to go. Tableau is the industry norm and a must in order to get hired in most data scientist positions.

  • @Michallote

    @Michallote

    9 ай бұрын

    Nah bro, people will use whatever they want. Plotly is 🔥 as well

  • @sengyeatting1542
    @sengyeatting15422 жыл бұрын

    Thanks

  • @charlesmcdowell9436
    @charlesmcdowell9436 Жыл бұрын

    Holy crap.....those time lines rofl 🤣. I think this can probably land people a data analyst or app support gig but all the data scientist I know are very PhD heavy or super critical if you don't have at lest a bachelor's in a stem major.

  • @Michallote

    @Michallote

    9 ай бұрын

    I actually think she is not very far off to be honest. I do concede that having a STEM major and 5 years of engineering education is probably the only reason this seems even plausible to me. I remember that from when I first learned python to when I got my first job that was very heavy in programming happened in around 4-5 months. But to be fair I am a mechanical engineer and my first job was heavier on thermodynamic cycle modelling of turbofan engines than it was on python. Python wasnt the first language I learned either, (C -》Matlab -》 Wolfram Mathematica -》 LaTeX -》 Python). Now I am a Machine Learning Engineer and from time to time I develop AI models as well. But I have at most 1.5 years of python experience and maybe 4-5 years of coding experience.

  • @elolddeinternet9502
    @elolddeinternet95022 жыл бұрын

    Que buen video

  • @Orokusaki1986
    @Orokusaki19862 жыл бұрын

    Oh, I really like this ideology. I have to get in there and get hands-on with projects really soon. I get really annoyed, otherwise.

  • @sunilrskanda1588
    @sunilrskanda1588 Жыл бұрын

    Hai ma'am, this is very informative , but how can we get the project to practise and how can we gauge yourself like this much is enough to do project in every topic? I hope I will get the reply ASAP.

  • @Marrquis85
    @Marrquis852 жыл бұрын

    Hi, This video was very helpfulI and have enjoyed your videos on this channel and your personal channel as well. I was wondering if you had heard of the MIT Applied Data Science program and if you think it would be good course and worth it? I am looking to become a data scientist and trying to figure out good paths going forward.

  • @jevaunforbes7407
    @jevaunforbes7407 Жыл бұрын

    Lovely lovely lovely!!!!

  • @mwave3388
    @mwave33882 жыл бұрын

    Thanks. Though I suppose the proposed timeframes are too short for anyone.

  • @simsij
    @simsij Жыл бұрын

    Not all heroes wear capes. Thank you for this.

  • @nhy2859
    @nhy2859 Жыл бұрын

    What different between the software engineer and data sciences and analysis ? Who is a better job in the future ?

  • @LondonThingYouKnow
    @LondonThingYouKnow2 жыл бұрын

    From where did you get that animated cat, it is so cute

  • @aceallen2505
    @aceallen2505 Жыл бұрын

    Dataquest is $300 per year, and Datacamp is $50 per year for Indian students. Can we go with Datacamp, or is Dataquest more hands-on for portfolio building?

  • @theludicrousstuart6858
    @theludicrousstuart6858 Жыл бұрын

    Cuteu voiceu🙉

  • @NewJohnRefuse
    @NewJohnRefuse2 жыл бұрын

    I love seeing this girl. Her main channel got me purchasing a tech career

  • @NewJohnRefuse

    @NewJohnRefuse

    2 жыл бұрын

    @@erythsea she is not the one that is selling it I just registered for a bootcamp

  • @NewJohnRefuse

    @NewJohnRefuse

    2 жыл бұрын

    @@erythsea 5k it’s 6 months

  • @teliah3922

    @teliah3922

    Жыл бұрын

    @@NewJohnRefuse waist of money u could do it for 2-3k

  • @NewJohnRefuse

    @NewJohnRefuse

    Жыл бұрын

    @@teliah3922 really how?

  • @adelgado958
    @adelgado9582 жыл бұрын

    Awesome video! Amazing job at laying out the ideal path. I am currently a hotel revenue manager and I'm looking to become a data scientist. In my role I use SQL and Power BI to extract and present data. To assist our leadership team with making business decisions. What would be your recommendation to move into a Data Scientist role? Do I need to go get a Masters? Or self teach and begin applying for roles?

  • @TradingExpressOWL

    @TradingExpressOWL

    2 жыл бұрын

    self taught and dont waste your money on masters

  • @carlorobertoescobar764

    @carlorobertoescobar764

    2 жыл бұрын

    From my own research, you may find it difficult to get a job without a masters degree as most positions require some form of an advanced degree. However, one way of saving money on a masters would be to get an analyst position and try to see if your company will pay you to do your MS part time.

  • @AtPeace555

    @AtPeace555

    Жыл бұрын

    @@mikefromok9275 hey! I am currently pursuing bachelor's degree in business majoring finance, my question is how should I go from here? Will it be hard for me to get a job coming from Non-STEM background?

  • @michaelrobinson8382
    @michaelrobinson83822 жыл бұрын

    How do i get domain knowledge.I'm interested in applying data science to finance/fintech. My other choices i'm considering is marketing and real estate. But as a data science niche. I really like time series forecasting

  • @romilpachori3515

    @romilpachori3515

    2 жыл бұрын

    Hey @Michael Robinson, I am also interested in the same topic, data science in finance and stock trading, would it be alright to connect, it might help both of us.

  • @michaelrobinson8382

    @michaelrobinson8382

    2 жыл бұрын

    @@romilpachori3515 Sure

  • @treninothomas4163

    @treninothomas4163

    2 жыл бұрын

    Me too guys❤️

  • @kuenleylhendup960

    @kuenleylhendup960

    2 жыл бұрын

    Count me in 😁😁

  • @BiggsFX

    @BiggsFX

    Жыл бұрын

    How do I join is it to late ?

  • @johnstonnavarro5884
    @johnstonnavarro5884 Жыл бұрын

    Great video...looking for accountability partner to be my buddy while pursuing DS

  • @JosephTrump
    @JosephTrump2 жыл бұрын

    can we learn data science without coding skills ?

  • @waynelast1685
    @waynelast1685 Жыл бұрын

    When you say 4 hours per day for 1 week do you mean 20 hrs or 28 hrs per week?

  • @aremudavid4372
    @aremudavid43722 жыл бұрын

    Personally I feel the time lines are pretty difficult to attain

  • @kitgary
    @kitgary2 жыл бұрын

    May I ask if I need to learn web development (frontend, backend) to get a Data Scientist job?

  • @jonathondreyer8644

    @jonathondreyer8644

    Жыл бұрын

    learning back-end (SQL) would probably be more beneficial than front end as you will need to interact with databases frequently when analyzing large datasets (big data analytics). Front end is more for GUIs and webpages etc. You will need to know how to interpret the output of your visual representations of data such as scatterplots, bar graphs, correlation matrices etc. I'm finishing a Masters of Information Systems (MSIS).

  • @benjamin4206
    @benjamin4206 Жыл бұрын

    Great video. You are very wise. But you forgot to include your channel as one of the valuable resources.

  • @bryansolorzano7815
    @bryansolorzano7815 Жыл бұрын

    what about an bachelor degree in data science? is it worth?

  • @Hashim4x
    @Hashim4x2 жыл бұрын

  • @slodoco
    @slodoco Жыл бұрын

    Could you put English subtitles on your video? I know it's a bit of work. But it would be very helpful.

  • @samamediazjulioherless6139
    @samamediazjulioherless61392 жыл бұрын

    ❤❤❤❤

  • @pythonbrothersandfamily
    @pythonbrothersandfamily2 жыл бұрын

    I love you

  • @himanshuparihar9888
    @himanshuparihar9888 Жыл бұрын

    Love you Jaan 😍😍

  • @bin4ry_d3struct0r
    @bin4ry_d3struct0r2 жыл бұрын

    I'm surprised she didn't mention calculus and linear algebra because they go hand-in-hand with probability and stats when it comes to the field. I began by taking a machine learning bootcamp course on Udemy and am now in the middle of a data science bootcamp on the same platform. So far, I've seen very little overlap, so that's a good thing. I really like the structure of Udemy, and they have sales several times a year so you can purchase a $200 course for as low as $15. To date, I've taken over 20 Udemy courses.

  • @Maurazio

    @Maurazio

    Жыл бұрын

    she did mention you might need to refresh it. honestly the math/stats part depends on what you studied, e.g. scientific high school in switzerland already gives you what you need