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Orkun Tahir Aran, PhD @orc_arn

Associate Prof. in Health Sciences | Data Analyst & Scientist | Freelancer | Open to Work

Joined June 2013
  • Tweets 1,288
  • Following 491
  • Followers 1,412
94 Photos and videos
Ever wonder what brand is your guitar? Here use this if you really do not know what your guitar is. If so, you should consider playing guitar or not again :) huggingface.co/spaces/orkuna…

Guitar Classifier - a Hugging Face Space by orkunaran

Discover amazing ML apps made by the community

huggingface.co
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Recently i have been following fastai deep learning courses. Finishes lesson 2 and i really liked their approach. I created a guitar classifier model. I will deploy it tomorrow and share here. #data #DataScience #DeepLearning
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WFOT@thewfot
31 May 2023
World No Tobacco Day | 31 May who.int/tobacco/wntd/en/
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I recently started studying linear algebra to build a foundation for understanding AI models better. And my final goal is to learn NLP. Thanks to social media, I was suggested to to start practical trainings. So I started @fastdotai Deepr Learning course.
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It is the first course I've seen since 2018 that uses the top-down method. This is a method I am familiar with from my #occupationaltherapy and #physicaltherapy education and treatments that I planned. So far the course is going great, big thanks to @jeremyphoward
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Moving on the #NLPProject about #occupationaltherapy articles in #Pubmed . Here you can see the most used 4-word phrases (quad-grams ?) that used in articles titles. These are not year dependent, I will investigate further in following days. Also I need to clean PT/OT and OT/PT
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It is interesting that CRPS is one of the most studied condition after ASD. This will be a fun study for me. Both learning #NLP and trends in #occupationaltherapy
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Orkun Tahir Aran, PhD retweeted
Pau Labarta Bajo
@paulabartabajo_
19 May 2023
Advice for ML beginners 💡 When you work with tabular data, you do not need to try lots of models (XGBoost or LightGBM do the job) Instead, you need to try lots of different datasets. How? ↓
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Just started an exciting #datascience project 🚀, scraped a dataset on #OccupationalTherapy articles from 2000 to 2023, from #Pubmed. Using #NLP techniques to cover trends. So #occupationaltherapists this is the common words that have been used in article titles since 2000
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So recently I've been struggling with #biopython #entrez library to scape #PubMed articles about #occupationaltherapy . I scraped 10k articles but the search term returns 70k results and I cannot scrape more than 10k articles with Entrez even with an API…lnkd.in/djG7tt_i

#biopython #entrez #pubmed #occupationaltherapy #data #dataanalytics #webscraping | Orkun Tahir Aran

So recently I've been struggling with #biopython #entrez library to scape #PubMed articles about #occupationaltherapy . I scraped 10k articles but the search term returns 70k results and I cannot...

linkedin.com
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So today I started @mitopenlearning courses to wrap up basic knowledge and add new info. I chose to study the theory of probability. But prerequisites of the lesson included Introduction to Linear Algebra, so I started with it.
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Today I got covered The geometry of linear equations, "row" and "column" pictures, and invertible and non-invertible equations/matrices. For the rest of the day, I will be doing a DA project that includes data cleaning with #SQL or #Python and if I have time I will work on EDA.
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I've been away for a while dear #datafam #datascience #community, I'm glad to state that "I'm back y'all". My goal is to study at least 1 hour a day on #DataAnalytics . For that I will start with basics - Probability Theory. My resource will be @mitopenlearning resources.
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Great summary from @levikul09 , i wish he wrote that a week ago before i lecture these to doctoral students. Would be much more easier for me
Levi@levikul09
20 Mar 2023
In Statistics we have - Normal distribution - Standard normal distribution But what the f**** is the difference? Let's figure it out. 1/8
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Hello #data community. I recently finished Danny Ma’s #8weeksqlchallenge 3 A & B parts. I practiced a lot of cte and with x as commands here, and loved solving these awesome questions medium.com/@orkunaran/8-week…

8 Weeks SQL Challenge Case Study #3 — Foodie Fi

Hi everyone. I hope everyone is safe and healthy.

medium.com
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Sonunda hukuki bir yaklaşım
Pusholder
@pusholder
13 Feb 2023
Dinlenme tesisinde, deprem bölgesine yardım götürenlere fahiş fiyata çorba satan işletmeye 1 milyon 860 bin lira ceza kesildi.
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My good boy !!!
ibrahim Haskoloğlu
@haskologlu
12 Feb 2023
Deprem enkazlarında çalışması için Meksika'dan Türkiye'ye gönderilen arama kurtarma köpeği Proteo, hayatını kaybetti.
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ibrahim Haskoloğlu
@haskologlu
10 Feb 2023
Depremzedelere yardım götüren vatandaşlar, yollarının kesildiğini ve yağmacıların tırları boşalttığını söylüyor. @TSKGnkur
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23 DERECE
@yirmiucderece
9 Feb 2023
📌Mehmet Akif Ersoy: ''Üzülerek paylaşıyorum, çok yerden duydum. Diyorlar ki 'biz kazıyoruz kazıyoruz tam çocuğa ulaşacağız pat başka bir ekip gelip sizin işiniz bitti, çekilin biz çıkaracağız deyip kameraları çağırıyorlar.''
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mzblbtk@mzblbtk
7 Feb 2023
Replying to @mansuryavas06
Başkanım Antakya Akevler Mahallesi 424. Sokak Melis Apartmanı'nda daha fazla desteğe ihtiyacımız var. Lütfen desteğinizi esirgemeyin. Canımız Elif Tuğba Saraç, Yıldız-Mehmet Ali Saraç yardım bekliyor. @Ahbap_Hatay @HaberReport @mansuryavas06 @ahbap @DepremDairesi @AFADBaskanlik
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