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@datascienceiot
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По всем вопросам- @haarrp

@ai_machinelearning_big_data - machine learning

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Data Science
📌 Convex Optimization

Book

@datascienceiot
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Data Science
What You Need to Know about R

📕 Книга

@datascienceiot
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Data Science
Lecture notes: mathematics for artificial intelligence

📕 Книга

@datascienceiot
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Data Science
Tensors in computations

📕Book

@datascienceiot
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Lecture Notes on Principal Component Analysis by Laurenz Wiskott

📕 lectures

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"Fundamentals of Linear Algebra" by James B. Carrell

Link: personal.math.ubc.ca/~carrell/NB.pdf
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Data Science
Towards System 2 Reasoning in LLMs

📕 Книга

@datascienceiot
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Data Science
PHY405 Relativity

📕 Lectures

@datascienceiot
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Data Science
Mathematicians and physicists alike will jump on this Representation theory primer by Etingof, Hensel, Golberg++

📕 Paper

@datascienceiot
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Data Science
Mathematics of Backpropagation Through Time.

📕 Paper

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Data Science
Foundations of Large Language Models

📕 Book

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Data Science
Forwarded from Machinelearning
🖥 Только что Google опубликовали один из лучших официальных гайдов по ИИ-агентам. И его действительно стоит прочитать.

В нем содержится все, что вам нужно знать:
> Описание агентов, компонентов и когнитивных архитектур.
> Разобраны инструменты по работе с агентами: расширения, написании функций и хранилища данных.
> Описываются методы обучения для повышения производительности агентов.
> Описываются методы создания агентов с использованием LangChain и LangGraph

▪ Читать гайд

@ai_machinelearning_big_data


#aiagents #ai #llm #ml #machinelearning
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Data Science
Implementing A Byte Pair Encoding (BPE) Tokenizer From Scratch

📕 Article

@datascienceiot
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Data Science
Strong law of large numbers for a branching random walk among Bernoulli traps

📕 Статья

@datascienceiot
7.09K views
Data Science
DeepSeek R1

📕 Статья

@datascienceiot
7.63K views
Data Science
CUDA C++ Programming Guide Release 12.6

📕 Book

@datascienceiot
13.2K views
Data Science
Physics IQ Benchmark: Do generative video models learn physical principles from watching videos

Book

@datascienceiot
7.48K views
Data Science
Theodore Shifrin's "Differential Geometry"

📚 book

@datascienceiot
8.47K views
Data Science
🧑‍🍳 New Cookbook guide: How to use the Usage API and Cost API to monitor your OpenAI usage

📚 Book

@datascienceiot
32.1K views