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mathprogthink's profile picture. Mathematician, Programmer, Thinker

MathProgThink

@mathprogthink

Mathematician, Programmer, Thinker

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probnstat's profile picture.
Probability and Statistics
@probnstat
20 paź

The math of LLMs is a fusion of three key areas: 1) Probability: They are massive statistical models that predict the next word based on the probability of what's come before. 2) Linear Algebra: All words and concepts are encoded as high-dimensional vectors (embeddings). The…

probnstat's tweet card. Found on Google from medium.com
The Math Behind LLMs, Transformer Model | Medium
Źródło: google.com
probnstat's tweet image. The math of LLMs is a fusion of three key areas: 1) Probability: They are massive statistical models that predict the next word based on the probability of what's come before. 2) Linear Algebra: All words and concepts are encoded as high-dimensional vectors (embeddings). The…
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KirkDBorne's profile picture.
Kirk Borne
@KirkDBorne
20 paź

(Download 454-page PDF eBook) Introduction to Graph Theory: arxiv.org/abs/2308.04512 — edges, vertices, trees, networks, paths, and graphs (and theorems!) + Source for attached graphic: memgraph.com/blog/graph-alg… ————— #Mathematics #NetworkScience #DiscreteMath #GraphTheory

KirkDBorne's tweet image. (Download 454-page PDF eBook) Introduction to Graph Theory: arxiv.org/abs/2308.04512 — edges, vertices, trees, networks, paths, and graphs (and theorems!) + Source for attached graphic: memgraph.com/blog/graph-alg… ————— #Mathematics #NetworkScience #DiscreteMath #GraphTheory
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Golovanov_ammoc's profile picture.
Yaashaa Golovanov
@Golovanov_ammoc
18 paź

Last year, Sarthak (now at Princeton) did a directed reading project (DRP) under my guidance. Preparing these ordinary high-school children with pre-requisites to do such DRPs is the most difficult & demanding part of my mentorship. One such case is here sites.google.com/view/prasanna-….

Golovanov_ammoc's tweet image. Last year, Sarthak (now at Princeton) did a directed reading project (DRP) under my guidance. Preparing these ordinary high-school children with pre-requisites to do such DRPs is the most difficult & demanding part of my mentorship. One such case is here sites.google.com/view/prasanna-….
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swapnakpanda's profile picture.
Swapna Kumar Panda
@swapnakpanda
17 paź

"Introduction to Applied Linear Algebra" This book from Stanford University is available FREE. To get your copy, comment below.

swapnakpanda's tweet image. "Introduction to Applied Linear Algebra" This book from Stanford University is available FREE. To get your copy, comment below.
swapnakpanda's tweet image. "Introduction to Applied Linear Algebra" This book from Stanford University is available FREE. To get your copy, comment below.
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KirkDBorne's profile picture.
Kirk Borne
@KirkDBorne
16 paź

Bayes Rules! — An Introduction to Applied Bayesian Modeling: amzn.to/3Qp0jo7 + Bayesian Modeling and Computation in #Python: amzn.to/3K15NQo ————— #Statistics #DataScience #Mathematics #Inference #ComputationalScience #Simulation #Probability #DataScientist

KirkDBorne's tweet image. Bayes Rules! — An Introduction to Applied Bayesian Modeling: amzn.to/3Qp0jo7 + Bayesian Modeling and Computation in #Python: amzn.to/3K15NQo ————— #Statistics #DataScience #Mathematics #Inference #ComputationalScience #Simulation #Probability #DataScientist
KirkDBorne's tweet image. Bayes Rules! — An Introduction to Applied Bayesian Modeling: amzn.to/3Qp0jo7 + Bayesian Modeling and Computation in #Python: amzn.to/3K15NQo ————— #Statistics #DataScience #Mathematics #Inference #ComputationalScience #Simulation #Probability #DataScientist
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Riazi_Cafe_en's profile picture.
Math Cafe
@Riazi_Cafe_en
12 paź

Gilbert Strang's "A Vision of Linear Algebra" Presents Professor Strang’s updated vision of how linear algebra could be taught. Youtube Playlist: youtube.com/playlist?list=… Course Website: ocw.mit.edu/courses/res-18…

Riazi_Cafe_en's tweet image. Gilbert Strang's "A Vision of Linear Algebra" Presents Professor Strang’s updated vision of how linear algebra could be taught. Youtube Playlist: youtube.com/playlist?list=… Course Website: ocw.mit.edu/courses/res-18…
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ProfTomYeh's profile picture.
Tom Yeh
@ProfTomYeh
10 paź

At MIT, the only course I ever dropped was signal processing. The DFT math was too intimidating. It’s so easy to just type fft() in MATLAB and move on. Years later, I finally did DFT by hand. ✍️ If you are also afraid of DFT, I hope this helps! ⬇️ Download:…

ProfTomYeh's tweet card. 100% original, made by hand. Click to read AI by Hand ✍️, by Prof. Tom Yeh, a Substack publication with tens of thousands of subscribers.
AI by Hand ✍️ | Prof. Tom Yeh | Substack
Źródło: byhand.ai
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KirkDBorne's profile picture.
Kirk Borne
@KirkDBorne
9 paź

Model-Based Clustering and Classification for #DataScience, with Applications in R: amzn.to/4aV1VhH ————— #Rstats #DataScientist #MachineLearning #ML #AI #Statistics #Mathematics

KirkDBorne's tweet image. Model-Based Clustering and Classification for #DataScience, with Applications in R: amzn.to/4aV1VhH ————— #Rstats #DataScientist #MachineLearning #ML #AI #Statistics #Mathematics
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KirkDBorne's profile picture.
Kirk Borne
@KirkDBorne
9 paź

#Probability and #Statistics Essentials for #DataScience and #MachineLearning, with 200+ examples and pictures [Kindle Edition]: amzn.to/43a7tmo

KirkDBorne's tweet image. #Probability and #Statistics Essentials for #DataScience and #MachineLearning, with 200+ examples and pictures [Kindle Edition]: amzn.to/43a7tmo
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FrnkNlsn's profile picture.
Frank Nielsen
 @FrnkNlsn
8 paź

Must-read excellent books with 🆓 PDF available to download from the author/book web pages

FrnkNlsn's tweet image. Must-read excellent books with 🆓 PDF available to download from the author/book web pages
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DAIEvolutionHub's profile picture.
Free Education - AI | Tech | Programming
@DAIEvolutionHub
8 paź

11 FREE Books from MIT for Absolute Beginners - Machine Learning (ML) - Deep Learning (DL) - Reinforcement Learning (RL) - Artificial Intelligence (AI) To get: - 1. Follow (So I can DM you ) 2. Like & retweet 3. Reply " Send "

DAIEvolutionHub's tweet image. 11 FREE Books from MIT for Absolute Beginners - Machine Learning (ML) - Deep Learning (DL) - Reinforcement Learning (RL) - Artificial Intelligence (AI) To get: - 1. Follow (So I can DM you ) 2. Like & retweet 3. Reply " Send "
DAIEvolutionHub's tweet image. 11 FREE Books from MIT for Absolute Beginners - Machine Learning (ML) - Deep Learning (DL) - Reinforcement Learning (RL) - Artificial Intelligence (AI) To get: - 1. Follow (So I can DM you ) 2. Like & retweet 3. Reply " Send "
DAIEvolutionHub's tweet image. 11 FREE Books from MIT for Absolute Beginners - Machine Learning (ML) - Deep Learning (DL) - Reinforcement Learning (RL) - Artificial Intelligence (AI) To get: - 1. Follow (So I can DM you ) 2. Like & retweet 3. Reply " Send "
DAIEvolutionHub's tweet image. 11 FREE Books from MIT for Absolute Beginners - Machine Learning (ML) - Deep Learning (DL) - Reinforcement Learning (RL) - Artificial Intelligence (AI) To get: - 1. Follow (So I can DM you ) 2. Like & retweet 3. Reply " Send "
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Riazi_Cafe_en's profile picture.
Math Cafe
@Riazi_Cafe_en
5 paź

Michigan's "Robotics 501: Mathematics for Robotics" 📽️ Lecture Videos: youtube.com/playlist?list=… 📷 Github: github.com/michiganroboti…

Riazi_Cafe_en's tweet image. Michigan's "Robotics 501: Mathematics for Robotics" 📽️ Lecture Videos: youtube.com/playlist?list=… 📷 Github: github.com/michiganroboti…
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python_spaces's profile picture.
Python Space
@python_spaces
4 paź

Stanford is offering Deep Learning course for FREE! Instructor: Andrew Ng Launched on: September 23, 2025 Find the first lecture video in the 🧵👇

python_spaces's tweet image. Stanford is offering Deep Learning course for FREE! Instructor: Andrew Ng Launched on: September 23, 2025 Find the first lecture video in the 🧵👇
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PhDtoProf's profile picture.
Emmanuel Tsekleves
@PhDtoProf
4 paź

I tested 12 AI writing tools for academic papers. Only 5 passed journal editorial standards. Here's what editors actually accept (and what gets you rejected):

PhDtoProf's tweet image. I tested 12 AI writing tools for academic papers. Only 5 passed journal editorial standards. Here's what editors actually accept (and what gets you rejected):
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RaziaAliani's profile picture.
Razia Aliani
@RaziaAliani
2 paź

We're about to create the 1st gen of scientists who can't research without AI. And honestly? I'm not sure if that's evolution or devolution! 𝗦𝗰𝗶𝗲𝗻𝘁𝗶𝘀𝘁𝘀 𝗮𝗿𝗲 𝗻𝗼𝘄 𝘂𝘀𝗶𝗻𝗴 𝗖𝗵𝗮𝘁𝗚𝗣𝗧 𝘁𝗼: — Extract key findings from dense papers in seconds — Design entire…

RaziaAliani's tweet image. We're about to create the 1st gen of scientists who can't research without AI. And honestly? I'm not sure if that's evolution or devolution! 𝗦𝗰𝗶𝗲𝗻𝘁𝗶𝘀𝘁𝘀 𝗮𝗿𝗲 𝗻𝗼𝘄 𝘂𝘀𝗶𝗻𝗴 𝗖𝗵𝗮𝘁𝗚𝗣𝗧 𝘁𝗼: — Extract key findings from dense papers in seconds — Design entire…
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KirkDBorne's profile picture.
Kirk Borne
@KirkDBorne
1 paź

Mathematical Theory of #DeepLearning [download 282-page PDF]: arxiv.org/abs/2407.18384 + + See also this book: amzn.to/3BqaW5e ————— #AI #DataScience #ML #MachineLearning #Calculus #DataScientist #Mathematics #Algorithms

KirkDBorne's tweet image. Mathematical Theory of #DeepLearning [download 282-page PDF]: arxiv.org/abs/2407.18384 + + See also this book: amzn.to/3BqaW5e ————— #AI #DataScience #ML #MachineLearning #Calculus #DataScientist #Mathematics #Algorithms
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PythonPr's profile picture.
Python Programming
@PythonPr
1 paź

Activation Functions for Neural Networks

PythonPr's tweet image. Activation Functions for Neural Networks
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KirkDBorne's profile picture.
Kirk Borne
@KirkDBorne
1 paź

Download 649-page PDF >> Introduction to Machine Learning (textbook on foundations, algorithms, and techniques): arxiv.org/abs/2409.02668 #MachineLearning #DeepLearning #Mathematics #DataScience #DataScientist

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PythonPr's profile picture.
Python Programming
@PythonPr
27 wrz

Regression Analysis Cheat Sheet

PythonPr's tweet image. Regression Analysis Cheat Sheet
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KirkDBorne's profile picture.
Kirk Borne
@KirkDBorne
27 wrz

I love the quality, style, & content of this ★★★★★ book >> “#DeepLearning Illustrated — A Visual, Interactive Guide to Artificial Intelligence” amzn.to/2l2KurF by @JonKrohnLearns ————— #BigData #DataScience #AI #MachineLearning #Algorithms #NeuralNetworks #TensorFlow

KirkDBorne's tweet image. I love the quality, style, & content of this ★★★★★ book >> “#DeepLearning Illustrated — A Visual, Interactive Guide to Artificial Intelligence” amzn.to/2l2KurF by @JonKrohnLearns ————— #BigData #DataScience #AI #MachineLearning #Algorithms #NeuralNetworks #TensorFlow
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