Python for Data Analysis

A practical, hands-on intermediate course for anyone who knows Python basics and wants to use Python professionally for data analysis. Covers the NumPy and Pandas libraries, data cleaning, transformation, exploratory data analysis, and visualization with matplotlib and seaborn. Prerequisite: Python for Beginners or equivalent. Taught by Dr. Ian Wilkinson. Level: Intermediate. Category: Data & AI. Enroll to access AI-powered lessons, quizzes, live instructor sessions, and a verifiable certificate.

CHORON LMS — The AI-Powered Learning Intelligence Platform

CHORON LMS is an AI-powered learning management system for instructors and students. Create AI-generated courses, quizzes, and videos, track learner progress, issue certificates, and run live cybersecurity labs — all from one platform built for scalable, engaging education.

Instructors can build courses in minutes with AI-generated lessons, quizzes, and grading rubrics, then publish them to a global learner marketplace. Students get a personal AI learning assistant, adaptive quizzes, progress tracking, and verifiable certificates and Open Badges for every skill they master. Organizations get enterprise features including single sign-on, custom branding, API access, and role-based access control across every course and cohort.