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Yapay Zeka Destekli Test Otomasyonunda Temel Metrikler: Entropi, "apraz Entropi ve Perplexity
5+ hour, 7+ min ago (555+ words) T'm bu teorik kavramlar sadece veri bilimcilerin de'il, modern test mimarilerini kuran bizlerin de sahada kar'sna "kyor. Peki bu metrikler kod kalitemizi, g'rsel analizlerimizi ve otomasyon s're"lerimizi nasl etkiliyor? Bu form'le bakt'mzda, t'm sonu"lar eit olaslklysa entropi maksimuma…...
Rep Track Pro. Your Ultimate Fitness Companion |" | by Manikanta Sirumalla | Apr, 2026
5+ hour, 7+ min ago (1072+ words) There's a fundamental problem with how fitness apps use AI today. On one side, you have template-based apps that give everyone the same cookie-cutter plan. On the other, you have AI-first apps that dump your entire fitness plan into a…...
I Stopped Watching Tutorials and Built a Fraud Detection System Instead
6+ hour, 57+ min ago (1174+ words) This blog is the complete honest story of how I built an end-to-end fraud detection system " from loading a raw CSV with 6. 3 million rows, all the way to a live web app running in the browser. I'll cover the data…...
Random Forest Explained: Why One Tree Is Smart, but a Forest Is Safer
11+ hour, 45+ min ago (174+ words) Part 4 of the series: Machine Learning Models Explained, One by One Decision trees are easy to like. They are visual. They are intuitive. They break down a decision into a series of simple questions, which makes it feel understandable in…...
Strategic Intelligence in Industrial Data Science: A Technical Workflow for Machine Learning in
6+ hour, 58+ min ago (822+ words) Manufacturing and Urban Mobility By Thadeo Kuntembwe, Masters Evaluation, MSc. in Strategic Management, BSc in Statistics and Computer Science. Email: tkunt2022@gmail. com; 12 April 2026 Do you know you can support decision-making in your industry/sector? The Strategic Imperative of Machine Learning…...
Spiral Ro PE. Ro PE serisinin d'rd'nc' yaz's'nda bu" | by Cengizhan Bayram | Apr, 2026
6+ hour, 50+ min ago (1943+ words) Bu serinin "nceki yaz'lar'nda Ro PE'u en temelden anlatt'm: nas'l "al'r, neden bu kadar baar'l' oldu, ve uzun ba'lamlarda nerede k'r'lmaya balar. Ya RN yaz's'nda ise bu k'r'lma noktalar'ndan birini ele ald'm. Bu yaz'da ise farkl' bir y"ne d…...
The Model That Improved Itself 30% " And Why Most Coverage Gets the Cost Story Wrong
14+ hour, 49+ min ago (350+ words) Most AI model releases follow a predictable pattern: a company publishes numbers that favor their model, reviewers republish those numbers with mild skepticism, and the benchmark du jour gets added" The Model That Improved Itself 30% " And Why Most Coverage Gets…...
Why Your First SWE Job Is Likely To Be a Craptastic "Senior" Role, Not an Imaginary "Junior" Role
10+ hour, 5+ min ago (181+ words) Professional SWEs all seem to know that the way into the industry is to "get any SWE job with the right job title and don't get fired for 13 years, no matter how bad it is," not college bootcamps or imaginary…...
I Built an AI System That Predicts Tourist Crowds at Courtallam Waterfalls
22+ hour, 33+ min ago (758+ words) Every year, millions of tourists flock to Courtallam " Tamil Nadu's "Spa of South India." But nobody warns them about the chaos waiting on the wrong day. I decided to change that with AI. Picture this: You plan a peaceful weekend…...
Predicting Payment Uncertainty with XGBoost on AWS Sagemaker
1+ day, 7+ hour ago (625+ words) Follow along with code here You've heard it before: garbage in, garbage out. Getting high-quality data is your first hurdle. In a corporate setting, you're likely sitting on a goldmine of invoices, but if you're building this as a hobby…...
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