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Alfredo Canziani
@alfcnz
Musician, math lover, cook, dancer, 🏳️‍🌈, and an ass prof of Computer Science at New York University
New York University
atcold.github.io
Joined September 2012
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    Alfredo Canziani
    @alfcnz
    Jun 9, 2025
    Releasing the Energy-Book 🔋 from its first appendix's chapter, where I explain how I create my figures. 🎨 Feel free to report errors via the issues' tracker, contribute to the exercises, and show me what you can draw, via the discussion section. 🥳 github.com/Atcold/Energy-…
    111K
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    Alfredo Canziani
    @alfcnz
    May 18, 2021
    🤣🤣🤣
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    Alfredo Canziani
    @alfcnz
    Sep 19, 2024
    «Linear Algebra and Its Applications» by David & Steven Lay, and Judi McDonald is truly a masterpiece. A textbook teaching Linear Algebra geometrically, application first, with computer exercises and data sets, interactive figures, and projects. 🤩🤩🤩
    140K
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    Alfredo Canziani
    @alfcnz
    Jan 23, 2022
    «Introduction to Probability for Data Science» by @stanley_h_chan, with video lectures, exercises, and Python, MATLAB, Julia, R code! 🤩🤩🤩 probability4datascience.com
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    Alfredo Canziani
    @alfcnz
    Dec 13, 2024
    Convolutional Differentiable Logic Gate Networks @FHKPetersen
    105K
  • user avatar
    Alfredo Canziani
    @alfcnz
    Aug 14, 2020
    Who on Earth is this?! 😍😍😍 Steven Brunton from @UofWA! me.washington.edu/facultyfinder/… This is absolutely nuts! 🤯🤩🥳 Laplace transform video: youtu.be/7UvtU75NXTg Check him out! The bar keeps rising! I'm in awe 😍 To infinity and beyond! 🚀
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    Alfredo Canziani
    @alfcnz
    Aug 24, 2023
    «Chapter 6» In this chapter, we'll introduce several geometric structures, over which functions are defined, and whose properties can be exploited to reduce computations and ease learning, giving rise to several architecture families we'll cover in this part of the book.
    389K
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    Alfredo Canziani
    @alfcnz
    May 10, 2020
    «A 2020 Vision of Linear Algebra» six brief videos for teaching and learning linear algebra by… yasss! Him! A 85 years old William Gilbert Strang! ❤️❤️❤️ I hope to have just a fraction of your stamina, dear Gilbert! I’ll try to keep opening eyes!
    A Vision of Linear Algebra | Mathematics | MIT OpenCourseWare
    From ocw.mit.edu
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    Alfredo Canziani
    @alfcnz
    Jan 28, 2020
    💥 Starting the 2020 edition of @ylecun's Deep Learning class with ~200 students! 🤩 This year we *will* end up with annotated ✏️ video recordings 🎥 and publishable lecture notes 📖, as we're putting the extra effort to renew 🌟 and reorganise 🧐 the material.
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    Alfredo Canziani
    @alfcnz
    Jan 1, 2023
    Let's start the year by brushing up on the basics of neural nets: linear and non-linear transformations. In this episode, we're concerned with inference only. Forward and backwards. We introduce the cost and the energy. 🔋 Website: atcold.github.io/NYU-DLFL22/ youtu.be/QwZQrxIk6Dg
    168K
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    Alfredo Canziani
    @alfcnz
    Nov 19, 2025
    Wild how a clown who has never trained a neural net feels entitled to criticise an expert who dedicated his life to pushing this field forward while also teaching all the non-obvious details to newcomers.
    534K
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    Alfredo Canziani
    @alfcnz
    Sep 19, 2022
    In «Deep Learning with PyTorch Step-by-Step» @dvgodoy presents a structured, incremental, and from first principles approach to learning PyTorch with beautiful diagrams as if he is having an informal conversation with the reader, with questions and jokes. leanpub.com/pytorch
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    Alfredo Canziani
    @alfcnz
    Sep 18, 2019
    My 13yo middle-schooler explaining to a bunch of PhD students her summer project: estimation of PM2.5 🏭 from daily images 📸 of Beijing, Shanghai, and Phoenix. She compared a classical approach, with engineered feature extractors, to modern deep learning regression. So proud! 🥰
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    Alfredo Canziani
    @alfcnz
    Apr 3, 2021
    «Rich» is a Python library for rich text and beautiful formatting in the terminal. Rich makes it easy to add colour and style to terminal output. It can also render pretty tables, progress bars, markdown, syntax highlighted source code, tracebacks, etc… github.com/willmcgugan/ri…