Experienced Data Science Leader | PhD in Machine Learning | 7x Author | Black Belt đŸ„‹ in Time Series | Chief Conformal Prediction Promoter| Mathematician |

London
Joined November 2021
Delighted to receive my own copy of Gunter & Kuzmin. Over 800+ pages of pure math bliss, 6,300+ higher math problems collection surpassing by a factor of x2 even legendary Demidovich book used by elite STEM universities in China. Solve the problems in this book and you are ready for even the most challenging HFT, finance and tech jobs as well as frontier AI labs. Used by Landau himself to learn math and to set math problems for his theoretical minimum. CompleteđŸ”„ đŸ”„ đŸ”„ nothing on this planet 🌍 comes even close Now available in both one volume and two volume editions on russianmathbooks.com
For most of the twentieth century, if you studied higher mathematics in Russia, you worked from one problem book. This is its first English edition. GĂŒnter and Kuzmin's Collection of Problems in Higher Mathematics began in 1912 as a working set of problems compiled by the mathematics department of the Institute of Engineers of Ways of Communication in St Petersburg. It grew to three volumes, ran to a thirteenth edition, and became the standard problem book of the Soviet universities and the higher technical institutes alike. Russian biographical accounts record that its problems supplied the mathematics of the entrance examination Lev Landau set his prospective students — the celebrated "theoretical minimum." Here is the part most people don't know. The two men who assembled it were not textbook compilers. They were working research mathematicians, and it shows on every page. RODION KUZMIN (1891–1949) left two permanent results. In 1928 he settled a question Gauss had raised and left unanswered — the limiting distribution of the partial quotients of a continued fraction — and was the first to prove it with an estimate of the rate of convergence. The theorem and the distribution now carry Gauss's name and his. In 1930 he proved that a^b is transcendental whenever a is a positive algebraic number other than 1 and b is a real quadratic irrational. So 2^√2 is transcendental. That is a case of Hilbert's seventh problem, and he got there four years before Gelfond and Schneider settled it in general. He was expelled from Petersburg University for student politics, finished his degree at Petrograd in 1916, and held the chair of general mathematics at Leningrad University from 1945 until his death. NIKOLAI GÜNTER (1871–1941) was taught by Korkin, Markov and PossĂ© — the direct line of Chebyshev's school. Doctorate in 1915 on the characteristics of systems of partial differential equations. Professor from 1916 until his death. Corresponding member of the USSR Academy of Sciences from 1924. His treatise on potential theory was published in Paris in 1934, in Borel's collection at Gauthier-Villars, and reviewed in the English mathematical press on publication. He led the higher mathematics department at the Institute of Engineers of Ways of Communication from 1906, and for long stretches taught at four institutions at once, across some four decades. GĂŒnter died in 1941. Kuzmin finished the last revision alone and signed its preface from Biysk, in 1944, a long way from Leningrad. WHAT IS IN THE BOOK 6,314 problems, numbered continuously from 1 to 6,314, running from analytic geometry in the plane through to the calculus of variations and the theory of probability. Higher algebra, integration, multiple and surface integrals, ordinary and partial differential equations, special functions, series, approximate computation, complex variables, mathematical physics. The theoretical interludes that make the problems usable sit exactly where a working student needs them — not in an appendix. a.co/d/07jMUsK1
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Books, they need more calculus books. Mathematical analysis too.
BREAKING: France offers students $4.5 billion in school renovations and education reforms in a bid to end nationwide protests that have erupted into riots & looting.
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Valeriy M., PhD, MBA, CQF retweeted
c'est aussi ce que j'aurais dit si j'Ă©tais bloquĂ© en 1998 mais merci de venir illustrer Ă  quel point le copiĂ©-collĂ© du vieux mythe occidental sur l'autonomie et la crĂ©ativitĂ© sert surtout Ă  masquer une panique historique face Ă  des Ă©cosystĂšmes qui n'ont plus besoin de notre validation la vĂ©ritĂ© c'est que les cerveaux chinois ne courent plus aprĂšs l'occident, ils Ă©tudient et construisent chez eux au cƓur d'un complexe industriel ultra-intĂ©grĂ© oĂč la recherche de pointe dialogue directement avec des gĂ©ants mondiaux d'ailleurs pour ton info le gratin qui partait autrefois aux US rentre massivement pour piloter leur propre futur en Chine et pour ce qui est de la France, je vais peut ĂȘtre te dĂ©cevoir mais les rares doctorants chinois qui atterrissent en France ne sont tout simplement pas le top 1 % de Tsinghua ou Peking,la crĂšme la creme de ces universitĂ©s reste sur place pour bĂ©nĂ©ficier d'infrastructures de pointe ou part dans les meilleurs labos amĂ©ricains avant de revenir en Chine (effet sea turtles/ haigui m)que je t’invite Ă  analyser de plus prĂšs prĂ©tendre juger du niveau de la recherche chinoise Ă  travers le prisme de quelques profils isolĂ©s en Europe est un biais cognitif majeur
Ils sont oĂč, les Ă©tudiants chinois "brillants" ? Ils restent en Chine ? Parce qu'en Europe, les Chinois qui viennent faire leur master, doctorat ou postdoc ont beau ĂȘtre "brillants" sur le papier (bonnes notes, capacitĂ©s de travail hors norme, beaucoup de publications...), ils n'ont aucune autonomie, peu de crĂ©ativitĂ©, une personnalitĂ© inexistante et des capacitĂ©s de communication trĂšs en-dessous de la moyenne.
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Valeriy M., PhD, MBA, CQF retweeted
Replying to @FrancoisRazna
Je compare exactement ça. Et pour avoir affrontĂ© des Centraliens lors de hackathons internationaux et les avoir battus, je vous rassure : Centrale est loin d'ĂȘtre ce que vous imaginez. Notre "Ă©lite" vit sur un prestige franco-français. Face au MIT, ils sont surcotĂ©s.
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Valeriy M., PhD, MBA, CQF retweeted
CÎté Chine, c'est une autre dimension. Les universités sont de véritables villes-campus, les étudiants font du 8h-20h tout en bossant dans des startups innovantes. Face a ça, le systÚme supérieur français est totalement largué. En l'état actuel c'est irrattrapable selon moi. 3/3
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Valeriy M., PhD, MBA, CQF retweeted
Ayant fait un double parcours (MIT + France) et enseignĂ© en master en France, le fossĂ© acadĂ©mique donne le vertige. Ce qui demande une annĂ©e entiĂšre d'Ă©tudes en France est bouclĂ© en un mois au MIT. Le niveau d'exigence n'est tout simplement pas le mĂȘme 1/3
je souhaite vraiment Ă  tous les esprits prĂ©tentieux des Ă©coles françaises convaincus que leur filtre d'excellence aristocratique incarne l'Ă©lite mondiale, d'aller faire un tour dans les laboratoires de Tsinghua ils y dĂ©couvriraient le gouffre vertigineux entre leurs certitudes thĂ©oriques et la rĂ©alitĂ© d'une jeunesse chinoise propulsĂ©e par des infrastructures hors normes, des financements colossaux et un Ă©cosystĂšme d'innovation oĂč la recherche fondamentale s'articule directement avec ressources financiĂšres indĂ©centes ils verront que lĂ -bas que la puissance technologique m se bĂątit en temps rĂ©el portĂ©e par des bourses massives, des incubateurs surarmĂ©s, des infrastructures DERNIERS CRIS, des rĂ©seaux d'investisseurs et une symbiose totale avec des titans comme Huawei, CATL ou byd pour ne citer qu’eux ĂȘtre confrontĂ© Ă  cette puissance de frappe industrielle et Ă  cette discipline d'exĂ©cution est le seul remĂšde capable d'extraire la France de son confort intellectuel pour lui rappeler ce qu'est une civilisation VRAIMENT en marche
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Reading Andrei Markov’s Calculus of Probability feels like drinking from the holy source of probability. After the early spark from Pascal and Fermat, probability theory in Western Europe largely stalled—fragmented, ad-hoc, and philosophically confused for centuries. It wasn’t that nothing happened, but there was no coherent, disciplined probabilistic worldview that could stand on its own as a mathematical theory. In the 19th century, the Russian mathematical school effectively had to start again from first principles. Markov is one of the clearest embodiments of that restart. What strikes you immediately is not just the mathematics, but the clarity of thought and writing: no mysticism, no hand-waving, no pretending probability is “obviously” a number in all situations, no cargo-cult formalism. Markov builds probability the way it should be built: carefully, condition by condition, always explicit about what is known, what is assumed, and what follows. This should have been the standard probability textbook everywhere — but it wasn’t, largely because it was never properly translated or absorbed outside Russia. If more people read Markov instead of most modern probability textbooks, we would have fewer conceptual errors, fewer abuses of independence, fewer magical interpretations of probability, and far better scientific reasoning. russianmathbooks.com/books/m
 #math
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H1Bs have ruined Microsoft and Xbox
$MSFT Microsoft's job cuts aren't done, and Xbox is where to watch next. Asha Sharma is reportedly planning three more rounds: this month, November and January. 1,868 jobs are gone against a 3,200 target, so roughly 1,300 more are coming. Spreading cuts across a whole year is a choice. It keeps the margin story moving and leaves everyone who's left waiting. I'm watching for the October round.
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Forget the faux pas “calculus” marketing product. US universities invented it to charge massive fees and push shallow, overpriced books like Spivak. The real subject is mathematical analysis — the way it was taught for decades in the USSR and China. The iconic book: Fikhtengol’ts — Foundations of Mathematical Analysis, Volume I đŸ”„đŸ†đŸš€ Lectures by the professor whose students included Sergei Sobolev, Leonid Kantorovich (Nobel Prize in Economics), Pelageya Polubarinova-Kochina and Viktor Ambartsumian. The same book that trained generations of top Soviet and Chinese scientists. Available now in paperback, hardcover and Kindle: amazon.com/dp/1809100542 Part II coming soon. Study the real thing.
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Valeriy M., PhD, MBA, CQF retweeted
The most rigorously written introduction to school algebra has six chapters and 126 numbered paragraphs. Signed numbers. Polynomials. Algebraic fractions. Equations of the first degree in one, two, and three unknowns. Square roots. Quadratic equations.
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VCs is negative sum game
88% of VC-backed founders who exited their companies got $0. Eduardo Azevedo and Kent Smetters analysed 157,669 startups and 248,454 founders from 1987 to 2025. Let that sink in...
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The most successful mega startup founder of Revolut basically says many VCs are outright dangerous and rarely provide value added. Pay attention if you are a smart founder. xitter.cf/davidsenra/status/2114

Nik Storonsky is one of the most hardcore and competitive founders I’ve ever talked to. He’s the founder of Revolut, a $115 billion company, and wants to be the number one bank in 100 countries. When someone asked Nik if he was coming for Jamie Dimon's lunch, he said “I’m coming for his dinner.” “We want to dominate, otherwise what’s the point?” He removed every VC from his board, and when one investor pushed him too far, he started his own fund to compete with them. Nik has a lot of ideas on talent, product design, marketing, constraints, and what makes founder-led companies special. This is a fascinating conversation about competition, speed, and building a machine-like company. 0:00 Coming for Jamie Dimon's dinner 2:04 Building the #1 bank in 100 countries 6:12 Why founders beat professional CEOs 8:45 Revolut's biggest mistake 12:47 Why legacy banks can't innovate 17:20 Running a company like a machine 20:28 Funding winners and cutting losers like a trader 23:31 How AI is changing Revolut's team structure 25:23 50 direct reports and spreading innovation fast 29:59 Hiring self-guided missiles 33:31 Too much money makes founders weaker 37:38 What Europe's constraints taught Revolut 41:08 Why VCs are like football cheerleaders 49:28 Starting a fund to compete with VCs 54:28 From zero marketing to buying Europe's airports 1:00:21 Funding moonshots like a global tech company 1:03:58 Building an unstoppable machine Includes paid partnerships.
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For this American dude it seems hard to grasp that at MIPT where Nik studied students study 12 hours per day (contact hours) plus several hours of self study. 7 days per week for at least 3 years. It is DNA.
Revolut CEO Nik Storonsky: “The US is not that competitive. Europe is even less competitive.” “China is competitive.” “China is 9/9/6. Even if you are good in Europe, or in the US, how can you out-compete the people who work 9:00 to 9:00, six days a week?” “I started in a co-working space with 140 companies. Within 5 years, only 3 companies survived. They all worked on the weekends.” “Within 10 years, only 2 companies survived out of 140.” “Working weekends is a must if you want to survive. Purely statistically.”
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The Taiwanese parents are stunned at the lack of rigorous education in Arizona schools. Don’t despair USA đŸ‡ș🇾 parents you don’t need to take your kid to Taiwan to teach them rigourous math. You can build homeschooling curriculum and teach them better than in Taiwan. russianmathbooks.com
Striking detail in the big NYT piece on Taiwanese families adjusting to working at the huge new TSMC chip plant in Arizona: their surprise at the lack of rigor in US schools.
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Valeriy M., PhD, MBA, CQF retweeted
WTF happened to German wealth? The typical German saves himself into poverty – down 20% since COVID.
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Valeriy M., PhD, MBA, CQF retweeted
never seen happier chinese tourists than the ones currently flying out of paris and headed back to china rn
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They studied math
Striking detail in the big NYT piece on Taiwanese families adjusting to working at the huge new TSMC chip plant in Arizona: their surprise at the lack of rigor in US schools.
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They studied math
JUST IN: đŸ‡šđŸ‡łđŸ‡ŻđŸ‡” Chinese cars overtake Japanese cars in Europe for the first time ever.
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Valeriy M., PhD, MBA, CQF retweeted
Physically removing all microphones from my Samsung TV đŸ«Ą. I had it only in remote, which still works fine after the removal.
i own a relatively new (2025) samsung tv. i kept getting weirdly targeted ads. i tried reversing the firmware but it was aes encrypted and no keys unless tear it apart and do uart/jtag magic. zero days it is. root shell on new samsung TVs! discovered PRIVACY HORROR. write up?
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Valeriy M., PhD, MBA, CQF retweeted
Replying to @predict_addict
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