algorithmic_thinking @algorithmthink
#Algorithmic #Thinking : #Algorithmen #verstehen #anwenden #denken = Kernthema von #DigitaleBildung und #DigitaleTransformation ~ #Algorithm.ische #Bildung algorithmic-thinking.de Köln, Deutschland Joined February 2017-
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#DeepLearning with PyTorch... 1) Cheat sheet [PDF]: dropbox.com/scl/fi/e4xngyk… 2) Learn fundamentals with hands-on coding [PDF]: dropbox.com/scl/fi/lfo7r6f… 3) #GenerativeAI with Python and PyTorch: amzn.to/4fYjiBn book v/ @PacktDataML
You can now earn a PhD in China by creating a product instead of writing a 100-page dissertation! China has grown tired of PhD students writing research papers that no one reads and is now demanding that they build real products instead. This radical shift in the philosophy of
Noether's Theorem is arguably the single most elegant bridge between symmetry and conservation in physics, showing that deep symmetries aren't optional, they dictate what must be preserved. It was discovered by Emmy Noether in 1918 (published amid World War I chaos, her work initially overlooked due to gender barriers), it states: Every continuous symmetry of the action (a functional encoding the system's dynamics) corresponds to a conserved quantity. Time-translation symmetry → energy conservation; spatial-translation symmetry → momentum conservation; rotational symmetry → angular momentum conservation. This theorem flips causality: conservation laws aren't primitive observations or axioms they're inevitable mathematical consequences of nature's indifference to when/where/how we look at a system. Rationality upgrade: our "priors" about why things like energy don't just vanish aren't ad hoc; they're tied to timeless symmetries. Breaking a symmetry (e.g., in the early universe or particle physics) means the corresponding conservation fails, explaining phenomena like baryogenesis. Noether, a brilliant algebraist forced to lecture under Hilbert's name at Göttingen, proved this at Einstein's urging her result underpins virtually all modern theoretical physics, from quantum field theory to general relativity. Without it, we'd treat conservation as empirical coincidence rather than deep necessity.
Linear Algebra and Optimization for Machine Learning! @CharuAg99748546 #BigData #Analytics #DataScience #AI #MachineLearning #NLProc #LLM #IoT #IIoT #Mathematics #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode geni.us/LinearAlgTxt
I think it must be a very interesting time to be in programming languages and formal methods because LLMs change the whole constraints landscape of software completely. Hints of this can already be seen, e.g. in the rising momentum behind porting C to Rust or the growing interest in upgrading legacy code bases in COBOL or etc. In particular, LLMs are *especially* good at translation compared to de-novo generation because 1) the original code base acts as a kind of highly detailed prompt, and 2) as a reference to write concrete tests with respect to. That said, even Rust is nowhere near optimal for LLMs as a target language. What kind of language is optimal? What concessions (if any) are still carved out for humans? Incredibly interesting new questions and opportunities. It feels likely that we'll end up re-writing large fractions of all software ever written many times over.
Shifting structures in a software world dominated by AI. Some first-order reflections (TL;DR at the end): Reducing software supply chains, the return of software monoliths – When rewriting code and understanding large foreign codebases becomes cheap, the incentive to rely on
Principles of #DeepLearning Theory—Theoretical & Mathematical Foundations: 471-page PDF Draft: arxiv.org/abs/2106.10165 or Buy new edition: amzn.to/3qoqmS5 — #DataScience #AI #MachineLearning #NeuralNetworks #LinearAlgebra #Algorithms #Mathematics #Calculus #DataScientist
We rave about giants like Newton, Einstein, Bohr, Tesla, and Edison. But in terms of direct impact on our lives in the information age, nobody comes close to Claude Shannon. In 1948, he dropped a straight 10/10 paper: A Mathematical Theory of Communication. His work has imbued us with the ability to send whispers across continents. The paper doesn’t just suggest techniques, it draws the boundaries of reality for information... how far compression can go (entropy), the maximum rate a noisy channel can carry reliably (capacity), and why error correction isn’t optional if you want those whispers to arrive intact.
this isn’t just about math; it’s about method; > this book examines the structures, discipline, and cognitive habits behind one of the world’s strongest math education systems
They Are All Great CS and SE minds, but #JohnVonNeumann, János Lajos, was a #genius #PolyMath … #Hungarian #STEM #Math #Physics #Engineering #Scientist 🇭🇺
Greatest Software Engineers of All Time 1. Dennis Ritchie Built the C language and co-created UNIX. His work directly shaped Linux, Windows, macOS, Android, and iOS. 2. Alan Turing Laid the theoretical foundation of computing. Turing Machines defined what computation even
The future of a world shaped by AI from an #algorithmic perspective #UlrichTrottenberg and #Bernhard Thomas tfconsult.com/a-world-shaped… #AI #ML #DeepLearning #LLM #GenAI
Get this incredible 448-page guidebook "The Art of Statistics: Learning from Data" at amzn.to/4ts62LL (Over 3700 4- and 5-star reviews)
NASA's An Introduction to Tensors for Students of Physics and Engineering by Joseph C. Kolecki PDF: grc.nasa.gov/WWW/k-12/Numbe…
DeepLearning for #Physics Research: amzn.to/3ubQWQG ———— #DataScientist #AI #MachineLearning #ML #NeuralNetworks #ComputerVision #ObjectDetection #DataScience #ResearchData
Algorithms on Trees and Graphs (with Python Code): amzn.to/3IrmKWs —————— #AI #MachineLearning #DataScience #ML #LinkedData #GraphDB #GraphAnalytics #KnowledgeGraphs #RAG #LLMs #DataScientist
Mathematics Its Content, Methods, and Meaning Archive link: archive.org/details/Mathem…
"The Finite Element Method, Vol.2 Solid and Fluid Mechanics, Dynamics and Non-Linearity" by O.C. Zienkiewicz and R. L. Taylor.
Anthropic’s projected downward margin reset shows how hard it is to price LLMs. Inference on Google and Amazon servers ran 23% above plan, and the 2025 gross profit margin target fell to 40%. Dario Amoedi has talked about The great “cone of uncertainty” for AI investments many times. Chips and data centers take ~2 years to build. But he has to decide and pay for that future compute now. But the usage of that will show up many years later. Revenue can surge while unit costs still bite, because compute scales with use. Traditional software expects per-user costs to drop with scale, but LLM inference is metered compute.
News: Anthropic inference costs (Google and Amazon servers) were 23% higher than the company expected
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Saleh Laslom صالح... @Saleh22647388
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Holger Holthoff @hhff498
18 Followers 719 Following Good judgement comes from experience. Experience comes from poor judgement. — Source unknown
Data Science Week @datasci_week
88 Followers 634 Following "Passionate about all things Data Science! 📊 Excited to curate and share the latest insights from the world of data at top-notch events. #datascience #chatgpt
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Quantum Twain Labs #S... @QuantumTwain
527 Followers 4K Following The Revealed Quantum SuperPhysics of Creation! Facilitating a Thousand-fold greater Planetwide SuperCollaboration, SuperIntelligence, SuperEconomy – in 2021!!
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PythonCamp DE @pythoncamp
843 Followers 58 Following Team: @ReimarBauer ^rb, Martin Borus ^mb, Stefan Holstein ^sh, @[email protected]
Ekkehard Winter @ekkwinter
626 Followers 244 Following Hier twittert Ekkehard Winter, Senior-Berater im Bereich Bildungspolitik.
c-pits @chris_pits_
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Ἀπόλλων @Apollo_77_
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PyConDE & PyData @PyConDE
5K Followers 475 Following Join 1500 🐍 🤓 🦄 at our annual Python & PyData conference 23.-25.04.2025 in Darmstadt / Frankfurt.
pivisko @pivisko1
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Dimkaart @Dimkaart1
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haerlest @haerlest
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Stopovereurope.eu DE ... @SOEuropeDE
3K Followers 3K Following Europäische Union & Europa: Neue Mitgliedsstaaten, Interviews und Facts #Stopover 🇪🇺
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837 Followers 4K Following
Thomas Sattelberger @th_sattelberger
18K Followers 8K Following Endlich normaler Bürger! Parlamentarischer Staatssekretär a.D.,MdB 2017-2022,ehem. Vorstand Deutsche Telekom AG, Continental AG, Lufthansa Passage Airline
KICommunity_DE @KICommunity_DE
387 Followers 881 Following Wir vernetzen Interessierte, Anwender und Experten zum Thema #KünstlicheIntelligenz. #KI #MachineLearning #AI #SmartData #Mittelstand #Networking #Austausch
VCLA at TU Wien @vclaTUwien
2K Followers 801 Following Vienna Center for Logic and Algorithms at TU Wien @tuvienna #ERC #MSCA #FWF funded #LogiCS Phd & @adaalgorithmen * https://t.co/zfSpKVdzoO
Irya @yairadj
13 Followers 759 Following
H. Büdding • H. Bu... @bueddingh
929 Followers 4K Following #Informatik #Unterricht #Lehrer #Moderator #MINT #Gymnasium #Schule #Uni #DigitaleBildung #Medienbildung #VR #KI #NRW #EDU #TWLZ #Bluesky #Mastodon (privat)
Birgit Solbach-Schwal... @BirgitSchwall
3 Followers 32 Following
Theresa Grotendorst @TGrotendorst
2K Followers 3K Following Founder @fobizz | #EdTech Startup | Future of Education | 21st century skills | Tech Entrepreneurship
Monika Pieper 💚 @monipi_bo
3K Followers 2K Following Leben ist das, was geschieht, während du noch Pläne machst. Ministerium für Schule und Bildung NRW Referat322, #KiN - Kompetent im Netz 💚
Hugo Fontan Kohler @hkohlet75
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Xavier Porter @Xavier_Porter1
5K Followers 6K Following Entrepreneur, Technology specialist #AI, #CyberSecurity, #VR, #IoT, #innovation, #IIoT
Uli Gücker @UliGucker
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Loga @Loga52192716
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Ronald van Loon @Ronald_vanLoon
353K Followers 164K Following Helping AI driven companies generate value•Top10Influencer #AI #BigData #DataScience #IoT #MachineLearning #Analytics #Cloud
p @p12_cs
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AI Nation @AI_FutureNation
126 Followers 304 Following Your daily dose of Artificial Intelligence | #AIFutureNation News | Tweets about #AI #Robotic #MachineLearning
AI People EU @aipeople_eu
856 Followers 3K Following AI PEOPLE #EUROPE agency for strategy, marketing + communications #ai #ki #künstlicheintelligenz #artificialintelligence #AIEurope part of @designspotter
Hans-Dieter Jostarndt @HJostarndt
3K Followers 8K Following Father of two great kids, husband, supporting and protecting #innovation, #Technology #enthusiast; enforcing #intellectualproperty #FBPE #FBPEU #FollowBack
Dr. Gökçen Karadem @gokcenkaradem
1K Followers 1K Following Matematik Öğrt/ Müdür Yrd/ Proje Danışmanı/ ÖRAV'da Eğitimci/ 2018 Fark Yaratan Öğrt/ #proje #eTwinner #Erasmus+ #Tübitak/ #Tebesirhareketi #Yenilikçiöğretmen
Mathieu @miniapeur
40K Followers 2K Following Gradient surfer by day, Möbius stripper by night. PhD @ai_ucl, interned @valence_ai. Lazily looking for opportunities. DMs are clopen.
Probability and Stati... @probnstat
80K Followers 702 Following Sharing insights on Probability, Statistics, ML, DL and AI research. Subscribe for recent research paper discussions at $2/month. DM to collaborate.
Josep Ferrer @iamjosepferrer
27K Followers 734 Following Data Scientist, Consultant & Tech Writer in @wandb and @DataCamp University Professor at @UNAV Work with me on 👉🏻 https://t.co/VdsUvbaqA2
MINT-EC @mint_ec
2K Followers 520 Following Hier twitterte MINT-EC – Das nationale Excellence-Schulnetzwerk. Ihr findet uns auf unseren anderen Kanälen. https://t.co/5IP0X4wqHs
Komm, mach MINT. @komm_mach_mint
5K Followers 338 Following Informationen für #Schülerinnen, #Studentinnen und #MultiplikatorInnen zum Thema #MINT: #Mathematik, #Informatik, #Naturwissenschaften und #Technik
MINT Zukunft schaffen... @MINT_Zukunft
3K Followers 1K Following Hier twittert @bennigesing vom #MINT-Netzwerk des gemeinnützigen MINT Zukunft e. V. zu MINT-Themen :-) https://t.co/H0Uk7XQtlY
Massimo @Rainmaker1973
4.3M Followers 173 Following Engineer. Selecting and curating pictures and videos trying to awaken your sense of wonder since 2014. Science, tech, art, weather, space, the unusual around us
EuroPython @europython
25K Followers 2 Following EuroPython 2026, 13-19 July The European Python Conference - by the community & for the community
Andreas Schreiber @onyame
2K Followers 3K Following Head of intelligent and distributed systems @DLR_de #ComplexSystems #Provenance #Trust #SoftwareVisualization #SoftwareAnalytics #Cybersecurity
Fermat's Library @fermatslibrary
791K Followers 4 Following A platform for illuminating academic papers. We annotate and share a paper every week. Save, annotate and share papers with anyone: https://t.co/0o2Pls3jmo
Algebra Etc. @AlgebraFact
195K Followers 19 Following Tweets about algebra, number theory, and miscellaneous math by @JohnDCook.
RotaryCologne @CologneRotary
24 Followers 28 Following Der #Rotary E-Club Köln heißt alle Besucher herzlich willkommen. Wir sind der erste #eClub in #Köln: #RotaryCologne, auch auf #Facebook & #Instagram
zdi.NRW @zdiNRW
970 Followers 380 Following zdi | Zukunft durch Innovation – Die Gemeinschaftsoffensive zur Förderung des naturwissenschaftlich-technischen Nachwuchses in NRW.
HubOfML @hubofml
9K Followers 22 Following Are you leading a team of engineers? Don't miss the Effective Software Leads newsletter. Subscribe here 👉 https://t.co/X0opwdlleW
Prof. Dr. Katharina Z... @nettwerkerin
11K Followers 2K Following Professor at RPTU, leading the algorithmic accountability lab. Co-Founder Trusted AI GmbH. Impressum: https://t.co/YNri0j63Po
Thomas Sattelberger @th_sattelberger
18K Followers 8K Following Endlich normaler Bürger! Parlamentarischer Staatssekretär a.D.,MdB 2017-2022,ehem. Vorstand Deutsche Telekom AG, Continental AG, Lufthansa Passage Airline
Differential Eqns @diff_eq
76K Followers 17 Following Tweets on ordinary and partial differential equations from @JohnDCook
prof-g @prof_g
24K Followers 2K Following Robert Ghrist = mathematician; engineer; educator; assoc. dean of undergraduate education Penn Engineering; illustrator; animator; acta non verba
Forum Bildung Digital... @ForumBilDig
8K Followers 974 Following Dieser Account ist seit dem 15. Juni 2024 inaktiv und wird nicht mehr genutzt. Wir machen Potenzial aus digital. 🚀 #AusDigitalWirdPotenzial
Analysis Fact @AnalysisFact
134K Followers 19 Following Daily tweets about real and complex analysis and related topics. From @JohnDCook.
the Center of Math @centerofmath
72K Followers 651 Following The #centerofmath is making #mathematics resources more accessible & affordable for all | #DOMATH | #math
Maths History @mathshistory
108K Followers 88 Following This was the official BSHM account, maintained and posted from by @snezanalawrence. It will close soon, follow her personal account for future posts.
SIAM @TheSIAMNews
21K Followers 223 Following SIAM helps build cooperation between math and the worlds of science and tech to solve real-world problems through publications, conferences, programs, & more.
London Mathematical S... @LondMathSoc
28K Followers 532 Following The London Mathematical Society (LMS), founded in 1865, is the UK's learned society for the advancement, dissemination and promotion of #mathematics.
American Mathematical... @amermathsoc
76K Followers 646 Following The American Mathematical Society is dedicated to advancing research and connecting the diverse global mathematical community.
Republic of Mathemati... @republicofmath
157K Followers 5K Following Mathematics of the people, for the people, by the people: encouraging mathematical happiness.
math prof @mathematicsprof
71K Followers 330 Following Ex math prof, ex Lt. Comdr PHS, ex ultra-marathon runner, ex servant to cats; present: keeping liver, kidneys, pancreas, heart, lungs in semi-workable form.
Roberta® – Lernen ... @RobertaIAIS
3K Followers 895 Following MINT-Initiative @FraunhoferIAIS gestaltet seit 2002 digitale Bildung💻 #OpenRoberta ist die datensichere Coding-Plattform aus DE für 🌍.
NumFOCUS @NumFOCUS
27K Followers 1K Following Our open source scientific software projects are changing the world. We support projects like Pandas, Julia, & NumPy + organize @PyData!
Python Software Found... @ThePSF
692K Followers 126 Following The nonprofit organization behind the Python programming language. For help with Python code: https://t.co/XDHPttz2Xv On Mastodon: @[email protected]
Project Jupyter @ProjectJupyter
87K Followers 72 Following Jupyter Notebook, JupyterLab and related projects – @mentions not monitored. Our primary presence is https://t.co/UtVFxa6xgw.
Scientific Python @SciPyTip
210K Followers 18 Following Tweets about SciPy (Scientific Python) and related topics from @JohnDCook.
Sebastian Raschka @rasbt
459K Followers 1K Following ML/AI research engineer. Ex stats professor. Author of "Build a Large Language Model From Scratch" (https://t.co/O8LAAMRzzW) & reasoning (https://t.co/5TueQKx2Fk)
PyData @PyData
76K Followers 698 Following A community for developers and users of open source scientific tools with 200K+ people 🧑🔬 🧑💻, by @NumFOCUS. Join our Discord: https://t.co/rmBFaQvdMM
Ralph Müller-Eiselt @bildungsmann
2K Followers 509 Following Mein Blick auf Bildung, Digitales und Teilhabe. @DVAVerlag-Autor: https://t.co/PB62x5Z60E, Vorstand @ForumBilDig, vorher @BertelsmannSt @reframe_Tech
Jörg Dräger @JoergDraeger
3K Followers 443 Following Geschäftsführender Stiftungsrat Kühne-Stiftung. Davor Vorstand Bertelsmann Stiftung, Wissenschaftssenator in HH, Theoretischer Physiker.
Ronald van Loon @Ronald_vanLoon
353K Followers 164K Following Helping AI driven companies generate value•Top10Influencer #AI #BigData #DataScience #IoT #MachineLearning #Analytics #Cloud
PyTorch @PyTorch
496K Followers 86 Following Tensors and neural networks in Python with strong hardware acceleration. PyTorch is an open source project at the Linux Foundation. #PyTorchFoundation
AI People EU @aipeople_eu
856 Followers 3K Following AI PEOPLE #EUROPE agency for strategy, marketing + communications #ai #ki #künstlicheintelligenz #artificialintelligence #AIEurope part of @designspotter
Data Science Fact @DataSciFact
196K Followers 19 Following Daily data science tweets from @JohnDCook.
The Biosphere Code @BiosphereCode
163 Followers 243 Following How algorithms are shaping our planet, and what we can do about it
AI @DeepLearn007
136K Followers 109K Following Imtiaz Adam CS #AI Postgrad |#Tech #Strategy #MachineLearning #DeepLearning | #RL #Agentic | #LLM Liberal | #GenAI| MBA alum @morganstanley @LBS @Columbia_Biz
Wes McKinney @wesmckinn
59K Followers 907 Following Founder @kennsoftware, GP @ComposedVC, AI @posit_pbc
Code it! @_code_it_
2K Followers 3K Following Spielend Programmieren lernen! Online-Programmierkurse für Kinder //Online coding courses for kids. Material für den Unterricht, GTA oder zum Lernen zu Hause.
Kirk Borne @KirkDBorne
485K Followers 3K Following Advisor to startups. Freelancer. @LeadershipData founder. Global Speaker. Top #B2B influencer & social promoter #DataScience #AI #ML. PhD Astrophysics @Caltech
PyData Südwest- 🤖... @PyDataSW
373 Followers 49 Following we are part of the worldwide PyData community. Meetups in Karlsruhe, Mannheim, Heidelberg. Join us on meetup: https://t.co/veh2erHIbg
Fei-Fei Li @drfeifei
750K Followers 1K Following Prof (CS @Stanford), Co-Director @StanfordHAI, Cofounder/CEO @theworldlabs, #AI #SpatialIntelligence #GenAI #computervision #robotics #AI-healthcare






















