9 Apr 2025
7-part gentle introduction to Monte Carlo just posted!
First of the series is here:
youtu.be/heeKIIuN5LM
Google colab implementing lots of neat examples here (scroll to Chapter 5):
colab.research.google.com/dr…
#ABCsofDataModeling #Data #PYTHON #MachineLearning #Statistics
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27 Feb 2025
Ever wondered how Bayesian methods work and how to use these powerful tools?
Take a look at our 6 video lectures just posted to YouTube (and scheduled for release in 15 mins).
Short 🧵and links to content:
#ABCsofDataModeling #Data #PYTHON #MachineLearning #Statistics
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3 Feb 2025
With new year comes new motivation :)
Recording lectures covering full textbook & its Google colab. Will upload to YouTube then provide link on Twitter/linkedin.
Interested in stochastic processes/max likelihood/MCMC/Bayesian?
Then keep eye open 😊
#ABCsofDataModeling
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23 Jan 2024
Kindle version of our #ABCsofDataModeling has experienced conversion problems from epub to Kindle version.
This is being fixed.
If you need a replacement from Kindle to hardcopy, just email me or @SgouralResearch
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23 Nov 2023
Well, it didn’t take very long for a pdf of our textbook #ABCsofDataModeling to appear online (Link not provided).
I have just one request: can the 2nd edition be ready online by next month?
I would appreciate a proper presentation of tempered sampling for the next edition. 🙏
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13 Sep 2023
Spot the intruder.
🥲 🥹
#ABCsofDataModeling
#data #DataScience #singlemolecule
#MachineLearning
@SgouralResearch @ASUPhysics @ASU @ASU_SMS
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17 May 2023
Our textbook #ABCsofDataModeling now available for pre-order on Amazon.
🥂 #1 in New Releases for Physics 🥂
RT!!! 😊 🎊
(Solution manual available later this summer for verified instructors)
amazon.com/gp/product/100909…
@SgouralResearch @ASU @ASUResearch
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25 Feb 2023
Writing a textbook. Whenever you think you’re done-you’re not. It just ropes you back in. 😵💫 Be warned :)
#AcademicChatter
#ABCsofDataModeling
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23 Jan 2023
Honored to be teaching the first Data Modeling/Machine Learning course @ASU cross-listed between @ASU_SMS, @ASUPhysics, &
Data Science using the COMPLETE version of my textbook w @SgouralResearch soon to appear.
Now finalizing solution manual...
#ABCsofDataModeling
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12 Sep 2022
Tiny update.
Textbook #ABCsofDataModeling submitted to @CambridgeUP 😊
Table of contents (short & long) with sample chapters posted. RT!!!!
cbp.asu.edu/content/steve-pr…
#DataScience #Data #Physics #Chemistry #science
@ASU_SMS @ASUPhysics @ASUResearch @SgouralResearch
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11 Aug 2022
About to submit our book #ABCsofDataModeling
Hours spent:~2100 (~35 dys/yr, 6 yrs, 10 hrs/day)
Expected copies sold:~500
$ per book:~4.20$ (12% of ~70$ split evenly w @SgouralResearch )
Wage: 1.00$/hr
...don't tell fam who I thank for their patience and support😬
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7 Jul 2022
Dear Twitterverse, what data analysis topic could be better explained in the existing literature? RT! (want to make sure we are covering the essentials in our textbook in progress #ABCsofDataModeling )
#DataScience #data #AI
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Really excited to see @LabPresse and @SgouralResearch book in print soon. It will be an excellent hands-on start to data analysis and #bayesian modeling. #ABCsofDataModeling
3 Jul 2022
@SgouralResearch and I are finalizing our textbook “Data Modeling for the Sciences: Applications, Basics, Computations” with @CambridgeUP.
#ABCsofDataModeling is inspired by your questions over the years in data analysis (imaging, astronomy, single molecule)…We need your help🧵
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3 Jul 2022
@SgouralResearch and I are finalizing our textbook “Data Modeling for the Sciences: Applications, Basics, Computations” with @CambridgeUP.
#ABCsofDataModeling is inspired by your questions over the years in data analysis (imaging, astronomy, single molecule)…We need your help🧵
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