Scikit-learn Reviews

Amazon EC2 Systems Manager 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 / about 2 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 / 2 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 / 2 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 / 3 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 / 5 months ago

Amazon EC2 Systems Manager mentions (19)

• Course 2 of 3: CI/CD for Generative AI Applications ⚒️

  We can gain centralized operational insights with AWS Systems Manager. It's a managed service that we can use to view and control the infrastructure on AWS. It simplifies operations such as patch management, configuration updates, and instance monitoring through a single interface, instead of managing servers manually. - Source: dev.to / 4 months ago

• The hosting setup nobody talks about anymore

  In this post we are using an Amazon EC2 T3 Micro instance running Ubuntu with an nginx web server. We'll use AWS Systems Manager to help set up a CI/CD pipeline using GitHub Actions. We'll then configure AWS Certificate Manager with Amazon CloudFront and have it connected to our domain with Amazon Route 53! We'll be using a Vue Nuxt 4 application as our web app. - Source: dev.to / 5 months ago

• Ensuring secure values by private keys in AWS (KMS, SSM, Secrets Manager)

  This "protection" layer of our sensitive value is based on the composition of two AWS services: Key Management Service is the one responsible for creating the private key which will be used to encrypt our value, then Secret Manager or System Manager: Parameters Store allow us to accomplish the same functionality but they differ on some caveats, since the chosen one will be used for saving the secured encrypted... - Source: dev.to / over 3 years ago

• 6 Best Practices for AWS Monitoring

  AWS Systems Manager is a service that allows you to manage and automate tasks across your AWS resources. One powerful feature of Systems Manager is the ability to set up automated remediation tasks, which can help you quickly resolve issues without manual intervention. For example, you can set up a remediation task that automatically restarts an EC2 instance if its CPU utilization exceeds a certain threshold. Source: over 3 years ago

• How to set up AWS Session Manager logging cross account

  Instead, it uses an SSM Agent. And this agent will register itself to the AWS Systems Manager. It will use the attached instance profile to do that. From that point on when you request a shell from the Session Manager. The agent will react on this response and establish the connection. - Source: dev.to / over 3 years ago