Scikit-learn Reviews

Chemistry Reviews

Scikit-learn mentions (40)

• Detecting Ingress Tool Transfer (T1105) with Python

  Certutil.exe or notepad.exe opening an external connection lands in rare because, fleet-wide, those processes almost never egress. Tune the <= 3 threshold to your environment size. For a more principled version, score each (process, destination) pair by frequency and treat the long tail as the hunt queue, which is the same idea behind scikit-learn's rarity-based anomaly methods without the model overhead. - Source: dev.to / 3 months ago

• Best AI Cybersecurity Training for Security Teams: How to Pick

  Pre-configured environment. A working VM or container with Jupyter, pandas, scikit-learn, and transformers already installed. Realistic security datasets loaded. GTK Cyber students work in the Centaur VM, a free Apache 2.0 portable lab. If the first hour of training is fighting CUDA installs, the course is not ready. - Source: dev.to / 4 months ago

• Where to Get Hands-On AI Training for Cybersecurity Professionals

  Pre-configured environment. A good course ships a VM or container with Jupyter, pandas, scikit-learn, PyTorch or transformers, and realistic security datasets loaded. GTK Cyber students work in the Centaur VM, a free Apache 2.0 portable lab. No setup tax. - Source: dev.to / 4 months ago

• How Anomaly Detection Actually Works in Security Operations

  Isolation-based models: Build random decision trees that split features. Points that are isolated quickly (short average path length across trees) are anomalies. IsolationForest in scikit-learn implements this. Handles high-dimensional feature spaces without assuming a distribution. - Source: dev.to / 5 months ago

• Building a Personalized Meal Recommendation System

  In practice, you’ll want to use libraries (like scikit-learn or TensorFlow.js for more advanced modeling), but the principle remains: find what similar users enjoy, and use that as a basis for recommendations. - Source: dev.to / 7 months ago

Chemistry mentions (3)

• What was working in IT like in the early 2000s?

  Windows 2003 sucked to install as it had multiple versions, but I built an all-in-one CD that allowed me to build out all of the original chemistry.com with minimal work. Source: about 3 years ago

• I (37M) recently got back into the dating pool after becoming widowed a few years ago. I can not believe how demoralizing and depressing it is. Is there anything I can do to make this suck less?

  So just look at it this way: every time you have one of those bad dates, that's one less bad date you'll have before you meet Ms. Right. You have a lot of people to sift through, but you'll meet a good person eventually. The odds are in your favor--when you last dated, you were in your 20s and there were a lot more single men than single women. Now in your late 30s, there are a lot more single women than single... Source: about 4 years ago

• Any experiences with matchmakers?

  My former psychology professor was introduced to her now husband through It's Just Lunch. He's in tech (not quite sure of his exact job), they both had traumatic divorces and have small children, and are average looking people, just above average intelligence and income. Anyhow, she stays in contact with many of her former students, and we were very happy for her. She and her husband have been together several... Source: over 5 years ago