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Practical Guide: How to Detect Student Dropout: Key Indicators + AI Tools
Student dropout is one of the most persistent challenges in higher education. Fortunately, advancements in data analytics and artificial intelligence now allow institutions to detect dropout risks before students disengage. This guide outlines the most important early-warning indicators and explains how AI tools—such as the solutions offered by Analytikus —can help institutions act promptly and effectively. 1. Academic Indicators: The First Red Flags These variables usually


Admissions Optimizer – Q&A
How AI Transforms Student Recruitment and Enrollment in Higher Education In today’s competitive educational landscape, where prospective students have more choices than ever, institutions must strengthen their recruitment strategies and improve enrollment efficiency. Admissions Optimizer , Analytikus’ AI-powered solution, helps institutions predict enrollment probability, prioritize follow-ups, and significantly enhance admissions team performance. Below is a clear and compre


Virtual Assistants in Higher Education – Q&A
🧠 GENERAL What is a virtual assistant in higher education? It is an AI-powered tool that interacts with students, faculty, and staff to answer questions, provide guidance, and automate tasks. What are the benefits of a virtual assistant for a university? It enhances the student experience, provides 24/7 support, reduces staff workload, and enables personalized communication. How is a virtual assistant trained? It is trained using institutional information (policies, academic


🧭 Practical Guide: How to Implement AI to Retain Students
Artificial intelligence (AI) is transforming higher education by enabling institutions to anticipate dropout risks, personalize student experiences, and optimize resources .In this practical guide, you will discover how to implement AI step by step , leveraging Analytikus solutions , specifically designed to improve student retention and success. 1. Initial Assessment: Understand Your Data and Challenges Before applying AI, it is essential to understand which factors influen


AI in Education: From the Myth of Replacement to the Reality of Teacher Empowerment
Abstract Will AI replace teachers or enhance them? This article provides a practical, evidence-based view of how AI can improve teaching and learning—while understanding its limits. The central hypothesis is that AI is a powerful tool, but it does not replace educators. If you teach, design courses, or lead academic teams, here you will find clear insights, real risks, and concrete guidelines to decide how to use it effectively. Introduction The rise of generative AI has reig


Foresight – Q&A
Q1: What is Foresight ? A: Foresight is an advanced analytics platform designed to help educational institutions anticipate risks, plan strategically, and make data-driven decisions that enhance student success and institutional performance. Q2: How does Foresight work? A: Foresight leverages predictive analytics and AI algorithms to analyze historical and real-time data, identifying patterns and forecasting potential challenges, such as student dropout, enrollment fluctuat
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