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News
Scikit-Learn, Pipeline Fundamentals: A Titanic Survival Prediction Guide
1+ day, 17+ hour ago (165+ words) A quick inspection of the dataset structure reveals the feature types, missing values, and potential columns to drop. Age: Missing 19.87% of data (177 missing values). Embarked: Missing 0.22% of data (2 missing values). Cabin: Missing 77.10% of data (687 missing values). Due to the extreme…...
My AI Content Got Flagged as Templated. The Fix Was N-gram Math.
1+ week, 1+ hour ago (687+ words) Google doesn't read your articles. It fingerprints them. Earlier this year, a batch of comparison articles across my B2B sites got hit with the quietest penalty in SEO: nothing at all. Indexed fine, rendered fine, ranked nowhere. Average position 76 across five…...
Compare Against the Schema They Shipped, Not the One You Expected
1+ week, 16+ hour ago (880+ words) My harness flagged the model for sending the wrong arguments. It compared what the model actually sent against what the run had committed to in advance, and they did not match. The mismatch was real. The conclusion I drew from…...
Explaining statistical modelling
1+ week, 18+ hour ago (421+ words) Statistical modelling estimates advertising figures nobody observed, from data somebody did. How modelled conversions, panel projection and mix models work. Two properties of that process matter more than the mathematics. The subgroups are the model's assumption: it holds that unobserved users…...
Make Good Decisions By Using Just Enough Of The Best Data
1+ week, 3+ day ago (100+ words) It's no secret that sound decisions are rooted in evidence. But what evidence? The post Make Good Decisions By Using Just Enough Of The Best Data appeared first on Investor's Business Daily. It's no secret that sound decisions are rooted…...
What will this actually cost per month? A method for pricing an LLM workload before you commit
1+ week, 3+ day ago (766+ words) You are picking a model for a feature that is about to ship. The provider pages give you a price per million tokens. Your product manager asks what the monthly bill will be. You do not have a good answer,…...
I stopped storing facts and started storing claims
1+ week, 4+ day ago (945+ words) Every table I have ever written starts from the same quiet assumption: that there is one right answer and my job is to store it. That assumption survives right up until two sources tell you different things and both of…...
Your preferences, made simple
1+ week, 4+ day ago (844+ words) Advertorial for La Trobe University September 3, 2026 — 9:56am You’re in year 12, with a lot on your plate: classes, assignments, tests. End-of-year exams are looming. You’re also considering what comes next – maybe further study at uni or TAFE next year. There’s a lot…...
Training API now generally available | Fireworks
1+ week, 6+ day ago (392+ words) Training API now generally available The next frontier of competitive advantage is specialized intelligence. The most ambitious companies are training models with the capabilities that underpin differentiated products and operations, across coding, chip design, cybersecurity, and beyond: Across these workloads,…...
Google AI Releases TimesFM-3: A 330M Parameter Zero-Shot Foundation Model For Multivariate Time Series Forecasting
1+ week, 6+ day ago (332+ words) MarkTechPost Google Research has released TimesFM-3, a 330 million parameter time series foundation model that forecasts multiple related series in a single forward pass. Every TimesFM checkpoint through 2.5 was univariate: one series, its own history, nothing else. TimesFM-3 is pretrained natively…...