I Don’t Create to Express. I Create to Calibrate.
Every piece I write is a correction.
I don’t “share what I feel”. I build tools. Thoughts. Angles. Each post — a mirror. A map. A mechanism.
#calibration #writing #tools #clarity #reflection
→ https://bereznev.gumroad.com/l/insider
P.S. Made by a madman — Kirill Bereznev
An exclusive club for those who explore depth, design, creation, and digital power. Join to access:• Behind-the-scenes content• My private creative journal (designs, drawings, concepts)• Deep voice notes & reflections• Insider insights from Southeast Asia & startup reality• Access to future ideas, thoughts & mental models• Telegram club (invite-only)Русскоязычные? Вы получите:• Мои голосовые заметки и дневники• Личный опыт создания бизнеса за границей• Доступ к будущим проектам, инсайтам, визуалам и стратегиямSupport me monthly and help create more.
My article 'Spiegelhalter Z-Score for Binary Classification' has been published on Medium.
#calibration #conformalprediction #statistics #machinelearning
Check the comments – dropping calibration tips & horror stories below. ⬇️
#DataScience #MachineLearning #AIEthics #ModelRisk #calibration #ROCAUCisOverParty 🚨🔍
🧠 QUANTUM
🔴 Open-Source “Qualibrate” Slashes Calibration Time
🔸 Quantum Machines’ new tool cuts quantum calibration to minutes—completed 100-qubit run in 140s.
🔸 Enables shared protocols across platforms; boosts speed & quality.
🔸 Nvidia integration & open-source calibration graphs included.
#QuantumComputing #Qualibrate #QuantumMachines #OpenSource #IQCC #Nvidia #Calibration #AI
Instead, by calibrating probabilities, you can perform classification in a clear, objective manner.
Tesla has moved away from using CNNs in their technology. This shift isn't surprising, as convolutional neural networks (CNNs) are often among the most miscalibrated models. Their limitations make them less suitable for high-risk applications like self-driving cars.
👉 Dive into better-calibrated models today!
Explore more: PyCalEva on PyPI
#MachineLearning #DataScience #Python #Calibration #PredictiveAnalytics #conformalprediction
Some Bits: Nelson's Linkblog
Kirill Bereznev
Valeriy M., PhD, MBA, CQF
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