pchukwuemeka424 / Log-File-Anomaly-Detection-System-ELK-ML-Links
Use the Elastic Stack to ingest and visualize logs. Apply machine learning for anomaly detection using unsupervised learning or Kibana alerts.
☆43Updated 8 months ago
Alternatives and similar repositories for Log-File-Anomaly-Detection-System-ELK-ML-
Users that are interested in Log-File-Anomaly-Detection-System-ELK-ML- are comparing it to the libraries listed below
Sorting:
- Aggregate data from APIs like VirusTotal, AlienVault OTX, and display Indicators of Compromise (IOCs), threat scores, and attack campaign…☆43Updated 8 months ago
- Develop a frontend JavaScript tool that checks password complexity, entropy, and compliance with best practices. Use zxcvbn.js or a custo…☆37Updated 8 months ago
- Build a chatbot that answers user queries in a specialized domain (e.g., health, law, or climate change). Uses OpenAI’s GPT API and is de…☆42Updated 8 months ago
- Create a script that uses Nmap to scan IP ranges and parse results for vulnerabilities. Add reporting to CSV or HTML and email notificati…☆36Updated 8 months ago
- This Python-based project leverages machine learning to predict air quality levels using synthetic pollutant data, simulating real-world …☆36Updated 10 months ago
- Analyze telecom customer data to predict churn. Implement preprocessing pipelines, feature engineering, and classification algorithms (Lo…☆35Updated 8 months ago
- Use supervised classification methods (SVM/Random Forest) and Google Earth Engine (GEE) to classify land cover for a specific region (e.g…☆35Updated 8 months ago
- Build a robust NLP pipeline that classifies news articles as real or fake using a fine-tuned BERT model. Use a labeled dataset (LIAR or K…☆48Updated 8 months ago
- ☆52Updated 8 months ago
- A web application that enables users to dictate notes via voice and save them locally. Use the Web Speech API and JavaScript localStorage…☆48Updated 8 months ago
- ☆37Updated 11 months ago
- ☆37Updated 11 months ago
- A desktop app for hospital operations including patient registration, billing, appointment scheduling, and report generation. Uses SQLite…☆35Updated 8 months ago
- A full-stack app to manage to-do lists with real-time sync and user authentication.☆36Updated 8 months ago
- Capture and decode network traffic using Python’s Scapy library. Analyze for DNS tunneling, suspicious packets, or malware indicators.☆43Updated 8 months ago
- Climate-Sentiment-Analysis-from-Social-Media uses AI and NLP techniques to assess public opinions on climate issues by analyzing posts, c…☆47Updated 2 months ago
- A weather application displaying current and forecasted weather with an interactive map interface. Includes location search and dynamic w…☆43Updated 8 months ago
- Create a simulated ransomware that encrypts user files and displays a decryption notice (for learning and training only). Demonstrates en…☆43Updated 8 months ago
- This Python-based project leverages machine learning to predict air quality levels using synthetic pollutant data, simulating real-world …☆34Updated 10 months ago
- ☆38Updated 11 months ago
- ediPredict Nigeria is an innovative healthcare solution that uses advanced machine learning algorithms to identify possible diseases base…☆50Updated 8 months ago
- Train regression models to predict yields (e.g., maize or cassava) using rainfall, temperature, and soil pH as features. Use SHAP or LIME…☆48Updated 8 months ago
- ☆36Updated 9 months ago
- Build a model that predicts AQI using historical and real-time pollution data.☆35Updated 8 months ago
- pchukwuemeka424 / Using-GIS-and-machine-learning-to-monitor-sandbars-along-the-Niger-River-in-the-Niger-Delta-Nigeria.This project uses Geographic Information Systems (GIS) and machine learning to monitor sandbars along the Niger River in Nigeria's Niger …☆36Updated 8 months ago
- Use Landsat imagery and spectral indices (e.g., SAVI, GNDVI) to detect oil spills across time. Implement unsupervised classification and …☆49Updated 8 months ago
- Use ARIMA, SARIMA, and Facebook Prophet to forecast inflation trends and food price changes in Nigeria. Include seasonal decomposition, r…☆35Updated 8 months ago
- ☆43Updated last year
- Heavy-Metal-Prediction-in-Groundwater generates synthetic groundwater quality data and applies machine learning to predict heavy metal co…☆46Updated 5 months ago
- ☆36Updated last month