Natural Language Processing in Python

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  • Опубліковано 11 гру 2024

КОМЕНТАРІ • 366

  • @brianshackelford8299
    @brianshackelford8299 5 років тому +123

    This may be the best Python tutorial I've followed, and I've done quite a few. All of the concepts covered, even the very complex ones, are explained in a way that makes it super-easy to understand but detailed enough that I know what's happening. I learned a LOT from this. Thank you, Alice!!

  • @hxz116
    @hxz116 5 років тому +31

    zhao has a talent of explaining difficult concept to audiences. The majority of developers do not have that capability. Engineers tend to "learn-by-doing" which gets you to the destination fast but in such a hurry that one often do not have time to understand the why.

  • @gundəgi-man
    @gundəgi-man 4 роки тому +167

    This is better than one semester NLP course I took.

    • @JGamonalLara
      @JGamonalLara 3 роки тому +7

      there's a lot of good courses on the internet that are on the level of a college course!

    • @abeerabdulsalam2323
      @abeerabdulsalam2323 2 роки тому +3

      @@JGamonalLara could you please mention it here about courses?

    • @Amir-tv4nn
      @Amir-tv4nn Рік тому

      You sure about that kid. You deff ignorant so i can understand why you see this high level intellect.

  • @salimmzoughi3474
    @salimmzoughi3474 2 роки тому +4

    I have taken dozens of NLP courses (most of which are paid) and this is the most explained, organized and perfect course I have ever seen, thank you Alice.

  • @GoredGored
    @GoredGored 4 роки тому +25

    Ms. Alice, after watching this lecture in my home office I stood up and applauded as if I watched a piece of art or an amazing movie. Thank you.

    • @wonderstruck_olm
      @wonderstruck_olm 22 дні тому

      Hopefully she can come back cause she rocks ❤❤

  • @leonardogalindo7484
    @leonardogalindo7484 4 роки тому +5

    OMG! By far, the best 2 hrs that I've spend in UA-cam in the last years...
    On behalf of this Data Scientist "in progress", Thank you so much for posting this content.

  • @werthersoriginal
    @werthersoriginal 5 років тому +24

    I love how she didn't shy away from the curse words. Basically, she was professional about it and everyone else including her were like "we're all adults here, and we have a goal we're trying to reach". I really enjoyed this video and her demo gave me a lot of little ideas for my projects. Thank you for uploading this!

  • @satwikch7938
    @satwikch7938 4 роки тому +2

    I don't think of doing sentiment analysis on the comment section of this video. I don't think I can find any negative reviews :) Thank you, Alice!!

  • @nobodyeverybody8437
    @nobodyeverybody8437 4 роки тому +6

    After decades, finally I could see with my own eyes a real presenter and a nice clean presentation including every necessary topic, aspect and feeling. Great Job

  • @tejpratap76
    @tejpratap76 3 роки тому +3

    Alice Zhao.. You are exceptionally brilliant with your teaching skills. Thanks for explaining NLP at a glance.

  • @avikbal3805
    @avikbal3805 4 роки тому +16

    This is one of the best NLP tutorials I have gone through in a long while... Awesome pedagogy. She simply made it super intuitive for a newbie like me. Thanks a lot!

    • @adamnugroho7496
      @adamnugroho7496 Рік тому

      Hi, may I know how newbie you were? I’m offered this course by my Uni but still not sure can get through it for a semester. I will have basic phyton bootcamp this summer before NLP course. Thank you

  • @bilboswaggins7629
    @bilboswaggins7629 4 роки тому +11

    This video is amazing! I really, really like how she goes through the cleansing process because data is almost never cookie cutter like we want it to be. Loved seeing all the steps laid out so methodically.

  • @517127
    @517127 3 роки тому

    After three years, this still one of best NLP tutorials of UA-cam.

  • @kamranmohaghegh2884
    @kamranmohaghegh2884 3 роки тому +3

    Thank you very much Zhao. There were a lot of materials included in this about 2 hour program, but I would say she made in such a way that moved on the surface and when ever was feeling that it is getting difficult for the audience, then slowing down. Very good idea to include all the notebooks for a detailed follow-up of the trainees. I worked really good for me without any specific knowledge about NLP.

  • @0x1h0b
    @0x1h0b 4 роки тому

    just amazing ... this 2 hr video felt like a 20 min video .... so much concept , well detailed ... totally worth it

  • @eddys2007yt
    @eddys2007yt 2 роки тому

    This is my first time taking a course without skipping. Very good explanation. Thank you.

  • @pedroneves8485
    @pedroneves8485 4 роки тому +1

    idk why i just watched this . i started watching vids to study for my java exam and ended up here . congrats on this presentation it was really interesting and insightful

  • @lassouedhela8627
    @lassouedhela8627 4 роки тому +16

    I'm so happy to learn NLP for the first time with this great teacher. It's as a dream for me thanks a lot .

    • @NacerAbdelli
      @NacerAbdelli 3 роки тому

      How far have you got? This was my first video learning NLP or Python. I have yet to start the juicy Python tutorials!

  • @bedatube
    @bedatube 2 роки тому

    This video is great. The experience is so much more rewarding than reading by yourself

  • @hww4754
    @hww4754 3 роки тому +3

    Thank you! I wondered why others make CS/DataSci so hard to understand! Great preparation, fantastic explaining, most of all a very passionate teacher!

  • @xiyizhu7121
    @xiyizhu7121 3 роки тому +1

    im a lazy dude who never comments, but this video is so amazing, and much better than the college level, love this so much

  • @saibhargavLanka21
    @saibhargavLanka21 4 роки тому

    Loved it. Crisp and Clear. Beginner to Advanced in NLP. Python codding is prior you should know.

  • @manuelherrerahipnotista8586
    @manuelherrerahipnotista8586 4 роки тому +1

    One of the best presentions I have seen in my lifetime! (and I have seen a lot) Clear, simple and to the point! Thanks

  • @brothermalcolm
    @brothermalcolm 3 роки тому +1

    Thank you Alice: I've learned more about how to think like a data science in this one video than I ever did on the job

    • @sirshendu2e01
      @sirshendu2e01 3 роки тому +2

      Agreed .. I've been watching a couple of NLP tutorials for about a week and this one is the most satisfying one yet

  • @ahadonyt
    @ahadonyt 4 роки тому +4

    This session made me realise NLP might be my niche. Also, what a great instructor to have introduce it to me! 💛💛💛

  • @grahamnicholls6070
    @grahamnicholls6070 4 роки тому +9

    Great speaker - enthusiastic, clear, cogent, engaging, and above all interesting. Superb.

  • @san-gc8zi
    @san-gc8zi 2 роки тому

    Awesome teaching : ) it one of the nest classes for nlp i have taken and the reason is the simplicity with which the teacher has taught the concept

  • @ichfan9811
    @ichfan9811 2 роки тому +1

    it was really easy to understand how she explained complex topics! Thanks a lot, Alice!

  • @christy7041
    @christy7041 2 роки тому

    Thank you. Very helpful. I struggled following the flow of NLP and its application in class, yet you made it look simple. I'd love to watch more of your tutorials.

  • @jianch3nq
    @jianch3nq 5 років тому

    Currently doing my Final Year Project which include some Natural Language Processing Techniques and I'm glad to have chanced upon this video. It has given me whatever I needed from Data Cleaning till the applications (especially Topic Modelling) :)

  • @alaaahmedusama2771
    @alaaahmedusama2771 4 роки тому +10

    Having watched Hassan's comedy special and knowing that the topic did involve a lot of talking about parents, I am really impressed with the topic identification feature of this!

  • @sowmiksarker
    @sowmiksarker 4 роки тому +1

    Excellent teacher with deliberate and relaxed teaching style!!! and wish if every teachers be like you. Thanks for giving such a tidy lecture.

  • @janicka1994
    @janicka1994 4 роки тому +5

    It's been a pleasure learning from this lecture. I am trying to figure out how to work with large text files (judgments) for my thesis project and wish I had more guidance like this along the way as a beginner in the area, most of the material I found before this starts with a corpus and I'm there trying to figure out what exactly that is and how to make my dataset into it. Thank you!

    • @abeerabdulsalam2323
      @abeerabdulsalam2323 2 роки тому

      Could you please guide me how to start in machine learning and neutral language processing field ؟

  • @irfanyaqub9643
    @irfanyaqub9643 4 роки тому

    she is really a great teacher. her way of communication is just awesome.

  • @bhavulgauri7832
    @bhavulgauri7832 6 років тому +128

    This was super helpful. Thanks a lot!
    Learnt about markov chains, sentiment analysis and LDA so beautifully!
    Great great tutorial. Thanks a lot, again. God bless you. :)

    • @mansoorsuhail3206
      @mansoorsuhail3206 6 років тому +5

      Bro i want to know how I can use algorithms in some ready data available . I just want to see how it works all the NLP algorithms so please do suggest me ,I feel ur good in programming

  • @nikkicheon1499
    @nikkicheon1499 4 роки тому +29

    This is the type of video i've been exactly looking for.

  • @princesolomonadurku2340
    @princesolomonadurku2340 5 років тому +15

    6 minutes into the video, and i know im in for a great ride.

  • @man041986
    @man041986 4 роки тому +1

    wow ,One of the best NLP tutorial I have ever seen. Thanks Alice.

  • @what594
    @what594 4 роки тому

    Alice is so pleasant to listen to. Enjoyed this presentation a lot. super helpful.

  • @basuml7657
    @basuml7657 4 роки тому +1

    The trainer is really awesome, very knowledgeable
    I blessed to check your class
    Thank you, Alice, for such an incredible session

  • @impzhu3088
    @impzhu3088 5 років тому

    Way better explanations than I received from 10 hours lecture. Thanks so much!

  • @animelover5093
    @animelover5093 Рік тому

    It's been bit late for me to join in the field,
    i just recently found NLP and ML interesting.
    But luckily came across this

  • @Rajivrocks-Ltd.
    @Rajivrocks-Ltd. 4 роки тому +34

    If only we had teachers like this at my school :(

  • @nextclever3234
    @nextclever3234 5 років тому +26

    In Love with Data Science,
    Extremely good presentation,
    Just Loved It,

  • @Dynamite_mohit
    @Dynamite_mohit 4 роки тому

    The Best Video to get you started with NLP

  • @hakim6581
    @hakim6581 4 роки тому +9

    As an Asian your life motto meant a lot to me, thank you for reminding me to let go of perfectionism because she doesn't exists :)

  • @arvindg9927
    @arvindg9927 3 роки тому

    Finally can watch Alice Wong with inner peace :)

  • @motunrayoibiyo2477
    @motunrayoibiyo2477 4 роки тому

    simple and comprehensive introduction to data science

  • @mustafakucuk1338
    @mustafakucuk1338 5 років тому

    I am not sure, but probably the best course about NLP in 2 hours

  • @russellmcbride5435
    @russellmcbride5435 3 роки тому +1

    First Rate Tutorial, Great presentation style and the end-to-end project makes it so practical and allows it to be applied directly into my work. Thanks, Alice!

  • @bendavidson4949
    @bendavidson4949 4 роки тому +6

    Thank you for your presentation and materials. The tools taught are clear and easy to follow. I like your deliberate and relaxed teaching style. It is most helpful.

  • @googol-boy-data
    @googol-boy-data 5 років тому +89

    Holy "F word"!
    This lesson was insane, thanks for the knowledge!

  • @majmulBahrain67
    @majmulBahrain67 4 роки тому +1

    Very clear lesson. Incredibly useful. I can’t thank you enough. Really saw the power of data science using the stuff in this tutorial. Thank you!!!

  • @matthiashanika
    @matthiashanika 3 роки тому

    Very useful and helpful talk. I covered all the questions I had about NPL and how to proceed further. Thank you for sharing your knowledge :)

  • @13eau33
    @13eau33 4 роки тому +2

    love the comedian examples. really easy to understand.

  • @SpiritOfIndiaaa
    @SpiritOfIndiaaa 4 роки тому

    Thank you so much for a wonderful session ... Presenter is very knowledgeable ....thanks a lot ...looking for more such knowledgeable persons persentations...Thanks a million...keep up your good work..thanks PyOhio for sharing this .. with love from India

  • @Shriharsh2
    @Shriharsh2 5 років тому +46

    You should launch a course on udemy, amazing presentation that even a beginner like me was able to grab in first watch.

  • @DEMCDIEGO
    @DEMCDIEGO 3 роки тому +2

    She is an amazing teacher, what a great lecture ;)

  • @a4analysis674
    @a4analysis674 4 роки тому +1

    very good RE for any programming language i used it during PERL programming

  • @RainC00L
    @RainC00L 3 роки тому +1

    Thank you for upload this video! Very helpful.

  • @landryfossouo8835
    @landryfossouo8835 5 років тому +3

    This is the best tutorial I ever had. it is simply amazing the method you use to explain something. Thank you very much. I really loved it!!

  • @anandnatarajan7114
    @anandnatarajan7114 4 роки тому

    Fantastic, simple and super clarity tutorial about NLP, lot of help. thank you!

  • @stevea-g1435
    @stevea-g1435 4 роки тому

    Wow! This was incredible. Thanks for doing this in an approachable and concise way.

  • @mittyxxx8791
    @mittyxxx8791 3 роки тому

    such a good lecture! so comprehensive and respect our intellect on the college level!

  • @Sherviiiin
    @Sherviiiin 4 роки тому

    Very useful video for NLP learners! Highly recommended!

  • @dmukherjee9938
    @dmukherjee9938 3 роки тому

    Interesting and Useful material presented lucidly. Thanks a lot Alice

  • @hayleecs4223
    @hayleecs4223 4 роки тому +1

    What a great teacher and what a neat tutorial! Looking forward to join next PyOhio in person!

  • @orchestorful
    @orchestorful 3 роки тому

    Thanks. I repeat this 3 times to learn communication skills.

    • @orchestorful
      @orchestorful 3 роки тому

      I extend his method to a SOP: QDE+TID.

  • @kumarmyanmars
    @kumarmyanmars 4 роки тому

    Great lecture! Thank you very much for this, I wish this is how explanatory and patient all lecturers are.

  • @Mpumzar
    @Mpumzar 4 роки тому +25

    The teacher is soo good for us self-taught nerds lol

    • @Mpumzar
      @Mpumzar 4 роки тому

      @MrDatRiverdale tataly agree with you. This one of the moments when one looks at what I had to google my way out of it being taught so simple and nicely

    • @xiangyu9445
      @xiangyu9445 4 роки тому

      @@Mpumzar I can't get your meanings at your answer to MrDatRiverdale, can you explain it clearly?

    • @Mpumzar
      @Mpumzar 4 роки тому

      @@xiangyu9445 simple means the teacher simplfy things very well while I had to google all my way out to find such info

  • @neto212
    @neto212 2 роки тому

    Espetacular sua palestra, Alice Zhao! Parabéns!

  • @gainersmode
    @gainersmode 4 роки тому +1

    Applauding for your presentation. Thanks for demystifying the concepts involved with text pre-processing techniques.

  • @mattymallz4207
    @mattymallz4207 4 роки тому

    I have been looking for a long time for a helpful tutorial that threads these subjects together! Thank you VERY MUCH. You're a great and comical teacher. Thanks again! you the bomb!

  • @suomynona7261
    @suomynona7261 3 роки тому

    2 minutes in and I’m in love with this girl.

  • @toben18
    @toben18 4 роки тому +1

    Great tutorial and great Ohio NLP initiative! Everything you need to know to delve into the awesome world of Data Science. Congrats Alice for the superclass!

  • @zurainiz6073
    @zurainiz6073 2 роки тому

    Hi Alice! Thanks for sharing your knowledge

  • @CartanSubalgebra
    @CartanSubalgebra 3 роки тому

    You are such an amazing instructor. Thank you so much for sharing this

  • @pukstar
    @pukstar 4 роки тому

    You're a brilliant teacher. So, so helpful.

  • @enghosamnima84
    @enghosamnima84 4 роки тому

    Very great presentation (polarity = +1, subjective=0.8)

  • @davidyoo647
    @davidyoo647 4 роки тому +2

    this presentation was very entertaining and informative at the same time! i hope this comment can provide a positive polarity haha

  • @keivanipchihagh2115
    @keivanipchihagh2115 3 роки тому +1

    One hell of a lecture, super useful, thank you!

  • @levon9
    @levon9 3 роки тому

    Just fantastic, very thorough, and great explanations. Thank you for sharing.

  • @abdullahilawal3220
    @abdullahilawal3220 4 роки тому

    I love the way you communicate and present. if wishes where to come true, i would wish you be my teacher in data science. you are super good. thanks alot for your kind gesture.

  • @mayalaluna4005
    @mayalaluna4005 3 роки тому

    and the best thing about this model is you do not need big data for dep learning, only one full length novel is more than enough for AI to understand basic language... and this is actually really deep learning, from 2 level to potentially much higher level within one book, the normla big data AI learning is more like broad and shallow learning...

  • @little_flowerq9224
    @little_flowerq9224 4 роки тому

    it is best lecture. it help me understood lots of concepts and understand data science more

  • @sokolowa.lolita
    @sokolowa.lolita 4 роки тому +3

    This is so great lecture! love it) The best teacher

  • @kusali11
    @kusali11 5 років тому

    She is an excellent teacher.

  • @Ans3lm0777
    @Ans3lm0777 3 роки тому

    Brilliant presentation! Definitely learned a lot and was engaged the whole way - thank you 🙏🏼🙏🏼

  • @ahmadzaimhilmi
    @ahmadzaimhilmi 3 роки тому

    Found this in 2021. Great lecture!!

  • @jawwadsabir4620
    @jawwadsabir4620 4 роки тому

    A great NLP project. Thank you Alice

  • @worknehchalchisa1666
    @worknehchalchisa1666 4 роки тому

    Now I know what I'm going to do on my research.... Thank you enlighten me

  • @patrisudheer9424
    @patrisudheer9424 5 років тому +2

    This a wonderful video tutorial, captures from the very first step to the End of a data Science project. Thanks a Lot for this tutorial Alice... :)

  • @allahakbar9580
    @allahakbar9580 5 років тому +2

    Three Words. I am impressed.

  • @GRENKEChess
    @GRENKEChess 5 років тому

    Impeccable tutorial about NLP! You are an awesome teacher, Alice! Keep your Data Science drive going. :)

  • @chetangondaliya
    @chetangondaliya 5 років тому

    Thank you Alice Zhao
    for video

  • @dlahter
    @dlahter 5 років тому

    This was a very helpful tutorial. Carefully prepared and very well presented. Thanks a lot Alice, for sharing your knowledge.

  • @alejandrarodriguezsanchez6667
    @alejandrarodriguezsanchez6667 5 років тому

    this was beyond awsome! (this text was not automatically generated)

  • @CivilLizard
    @CivilLizard 5 років тому +25

    Well structured content, great presentation and subject harnessing!

  • @maydin34
    @maydin34 5 років тому +1

    Perfect. Absolutely perfect. Amazing presentation. Thanks for sharing.

  • @karolinajanuskaite3194
    @karolinajanuskaite3194 5 років тому +2

    Amazing tutorial! Thanks a lot!! You explain everything flawlessly! :)