Komal Maheshwari's repositories
phishing-URL-detection
Phishing website detection system provides strong security mechanism to detect and prevent phishing domains from reaching user. This project presents a simple and portable approach to detect spoofed webpages and solve security vulnerabilities using Machine Learning. It can be easily operated by anyone since all the major tasks are happening in the backend. The user is required to provide URL as input to the GUI and click on submit button. The output is shown as “YES” for phishing URL and “NO” for not phished URL. PYTHON DEPENDENCIES: • NumPy, Pandas, Scikit-learn: For Data cleaning, Data analysis and Data modelling. • Pickle: For exporting the model to local machine • Tkinter, Pyqt, QtDesigner: For building up the Graphical User Interface (GUI) of the software. To avoid the pain of installing independent packages and libraries of python, install Anaconda from www.anaconda.com. It is a Python data science platform which has all the ML libraries, Data analysis libraries, Jupyter Notebooks, Spyder etc. built in it which makes it easy to use and efficient. Steps to be followed for running the code of the software: • Install anaconda in the system. • gui.py : It contains the code for the GUI and is linked to other modules of the software. • Feature_extractor.py: It contains the code of Data analysis and data modelling. • Rf_model.py: It contains the trained machine learning model. • Only gui.py is to be run to execute the whole software.
COURSERA-Applied-Data-Science-in-Python
This repository contains week wise lecture material and assignment solutions of the courses under this specialization.
coderbyte-solutions
Solutions to the coderbyte challenges, in Python.
Machine-learning
Beginner level ML projects
Udacity-Machine-Learning-Nanodegree
All projects and lecture notes of the Udacity Machine Learning Engineer Nanodegree.
Bertelsmann-Data-science-scholarship
This repository contains the course material for Udacity-Bertelsmann Data science challenge scholarship for phase 1.
city_weather
This is a project which shows weather condition of a specific city
PyJaipur-Summer-of-Algorithm
This repository contains assignments for weekly proposed machine learning track.