Top Tweets for #ABCsofDataModeling
7-part gentle introduction to Monte Carlo just posted!
First of the series is here:
https://t.co/DDUpbbIrbX
Google colab implementing lots of neat examples here (scroll to Chapter 5):
https://t.co/fZeiQLaRV2
#ABCsofDataModeling #Data #PYTHON #MachineLearning #Statistics
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
Just added videos describing how to define, use, and manipulate likelihoods in parameter estimation (chapter 3)
https://t.co/hAvhmWrUY2
Check it out! #ABCsofDataModeling
#ABCsofDataModeling
Interested in probabilities, random variables, & stochastic processes?
🚨 Just posted complete video lectures: Chapter 1 & Chapter 2 of "Data Modeling for the Sciences" to YouTube. More coming soon 🚨
https://t.co/FCvCOrhJJl
#data #MachineLearning #Stats
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
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
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. 🙏
This logic rests upon de-marginalization over trajectories, cf. Markov jump processes. To be explored in an upcoming paper (Also chapter 10 in #ABCsofDataModeling)
Spot the intruder.
🥲 🥹
#ABCsofDataModeling
#data #DataScience #singlemolecule
#MachineLearning
@SgouralResearch @ASUPhysics @ASU @ASU_SMS
In case you prefer Kindle over the hard copy :)
#ABCsofDataModeling
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)
https://t.co/mnEmzK82sP
@SgouralResearch @ASU @ASUResearch
Writing a textbook. Whenever you think you’re done-you’re not. It just ropes you back in. 😵💫 Be warned :)
#AcademicChatter
#ABCsofDataModeling
It’s starting to feel real…
https://t.co/QR3kBmR1ms
#ABCsofDataModeling
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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