ramikrispin,
@ramikrispin@mstdn.social avatar

(1/2) Models Demystified - A Practical Guide from t-tests to Deep Learning 🚀👇🏼

The Models Demystified is a new book by Michael Clark and Seth Berry that focuses on the mechanizing of core data science algorithms. That includes the following topics:
✅ Linear and logistic regression
✅ Generalized Linear Models
✅ Regularization methods
✅ Model training approaches
✅ Deep learning and neural networks
✅ Causal Modeling

image/png
image/png

ramikrispin,
@ramikrispin@mstdn.social avatar

(2/2) The code examples are with both R and Python 🐍.

Book 📚: https://m-clark.github.io/book-of-models/

Thanks to the authors for making this book available for free online! 🙏🏼

Image credit: from the book

image/png

  • All
  • Subscribed
  • Moderated
  • Favorites
  • python
  • khanakhh
  • DreamBathrooms
  • InstantRegret
  • magazineikmin
  • everett
  • Youngstown
  • ngwrru68w68
  • slotface
  • ethstaker
  • rosin
  • thenastyranch
  • kavyap
  • GTA5RPClips
  • mdbf
  • JUstTest
  • tester
  • tacticalgear
  • Durango
  • osvaldo12
  • anitta
  • cubers
  • modclub
  • Leos
  • cisconetworking
  • provamag3
  • normalnudes
  • megavids
  • lostlight
  • All magazines