Sentiment Analysis: extracting emotion through machine learning | Andy Kim | TEDxDeerfield

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TEDx Talks

TEDx Talks

Күн бұрын

My research uses Twitter data to train a model that predicts sentiments in comments on online platforms like Reddit or Facebook, giving insight into these, otherwise anonymous, users' thoughts. I would also detail how the model was built and challenges faced along the way. This would lead to a short concluding discussion on the broad possibilities of this technology, ranging from detecting radicalization on the web to customer reviews on Amazon. This would relate it back to real-world applications that matter to everyone, not just those in the tech sphere.
Andy Kim is a junior at Deerfield Academy. Ever since coding for the first time in elementary school, Andy has been passionate about all things computer science. He has pursued research in a variety of fields, including astrophysics, facial recognition, as well as sentiment analysis, the topic of his talk.
Andy is fascinated with harnessing the power of machine learning to analyze human communication. He believes as more and more of our lives become digitized, sentiment analysis will become a valuable tool in evaluating our digital interactions. 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: 34
@aasifmalikshaik1738
@aasifmalikshaik1738 3 жыл бұрын
Analysing pictures: RGB vectors (3 numbers) Analysing words: word vectors (n-dimensional) NLP, sentiment analysis data cleaning: remove punctuations, words like "as", 'if", etc. spell check, internet slangs (a challenge...) Result: positive or negative sentiment Uses: Movie review, product review Mental therapy, check on radicalisation Self therapy through phones: "how am I?"
@pallavisakhare3407
@pallavisakhare3407 3 жыл бұрын
Just a perfect explanation...👍
@thandokuhlebrianmsane7043
@thandokuhlebrianmsane7043 Жыл бұрын
just learnt how to do my presentation. thank you sir😎😎
@Datawhizsphere
@Datawhizsphere 11 ай бұрын
Practical Values made clear
@prabhuramnagarajan1893
@prabhuramnagarajan1893 2 жыл бұрын
Neat presentation about Sentimental analysis, and good future vision
@recording.clouds
@recording.clouds 3 жыл бұрын
I am sorry for this comment but this man has an thespian inside of him wanting to get out
@milesmoose
@milesmoose 4 ай бұрын
This was adorable to read. I see it too. I hope he found his calling.
@hudaa3264
@hudaa3264 2 жыл бұрын
brilliant young man!
@tashanamshahbaz3954
@tashanamshahbaz3954 2 жыл бұрын
Explanation is just amazing.🤩
@carltoncotter2614
@carltoncotter2614 3 жыл бұрын
I'm 97% sure I can see a Tiger Mom here.
@HA-bc4pc
@HA-bc4pc 3 жыл бұрын
Hahaha
@milesmoose
@milesmoose 4 ай бұрын
Like he’s the child of a tiger mom? Lol
@chetanverse
@chetanverse 2 жыл бұрын
Such a beautiful talk
@ineshtickoo2530
@ineshtickoo2530 4 жыл бұрын
2:35 Joe Mama
@raghavendrabodala7903
@raghavendrabodala7903 4 жыл бұрын
good explanation about sentiment analysis.... I have done my project based on Sentiment Analysis... Thank you.... Good video
@geroctapusssy
@geroctapusssy 4 жыл бұрын
what was your project about?
@raghavendrabodala7903
@raghavendrabodala7903 4 жыл бұрын
sentiment analysis by using Machine Learning techniques
@mamuzouakpo376
@mamuzouakpo376 2 жыл бұрын
Impressive!!!
@genevieved4261
@genevieved4261 2 жыл бұрын
🙌🏽🙌🏽🙌🏽
@hosleywerner2755
@hosleywerner2755 4 жыл бұрын
Watchable at 1.5 speed
@lucawulzer937
@lucawulzer937 4 жыл бұрын
Busy guy
@Yellzman
@Yellzman 11 ай бұрын
Hero 👍🏿
@mahamandleeb6377
@mahamandleeb6377 10 ай бұрын
Thank you
@Max-hj6nq
@Max-hj6nq 8 ай бұрын
Thank you
@cyborgatron177
@cyborgatron177 2 жыл бұрын
built like asian thanos
@SS-dh5nt
@SS-dh5nt 3 жыл бұрын
excellent presentation- very well explained to a novice like me
@babyroo555
@babyroo555 2 жыл бұрын
nice thanks
@ilikebobateaaa
@ilikebobateaaa 4 жыл бұрын
Amazing !
@liamayathan5943
@liamayathan5943 3 жыл бұрын
awesome presentation dude
@alexanderbautista2331
@alexanderbautista2331 4 жыл бұрын
Very funny did laugh!
@malika7491
@malika7491 3 жыл бұрын
❤️❤️🔥
@UtenteGoogleAnonimo
@UtenteGoogleAnonimo Жыл бұрын
That’s very superficial understanding of linguistic meaning.
@mansoor8228
@mansoor8228 3 жыл бұрын
Nice😀
@TheGreatCharlie123
@TheGreatCharlie123 Жыл бұрын
I hated it.
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