DigiEffect - Impact of Digital Learning on Students
The Impact of Digital Learning on Students project aims to analyze how digital learning tools influence student performance. As educational institutions increasingly integrate digital tools for teaching and learning, it becomes essential to evaluate their effectiveness. This project focuses on the correlation between digital learning platforms and student engagement, performance, and learning outcomes. By utilizing data analysis and machine learning techniques, the project helps in understanding the overall impact of digital learning and provides valuable insights into improving the educational experience for students.
Data-driven analysis of digital learning tools.
Statistical evaluation of student performance and engagement.
Visualizations to represent learning patterns and outcomes.
Operating System: Windows 10 or Ubuntu for smooth compatibility with data processing and data visulaizations.
Development Environment: Python 3.6 or later.
Data Analysis Libraries: Pandas, NumPy for handling and processing data.
Data Visualization: Matplotlib, Seaborn, or Plotly for interactive visualizations.
IDE: Visual Studio Code or Jupyter Notebook for coding, data analysis, and visualization.
Version Control: Git for efficient collaboration and code management.
Output - https://digieffect.onrender.com/
The Impact of Digital Learning on Students project demonstrates the effectiveness of digital learning tools in enhancing student performance. By leveraging machine learning and data analysis, the project provides educators with actionable insights to optimize digital learning strategies. This project aims to contribute to the educational community's understanding of how digital platforms can improve engagement, performance, and overall learning outcomes, fostering a more efficient and inclusive learning environment.
S. Patel, R. Kumar, “Impact of Digital Learning Tools on Student Performance: A Statistical Analysis”, Journal of Educational Technology, vol. 15, Apr. 2024.
M. T. Sharma, “Analyzing the Role of Digital Platforms in Enhancing Education,” Educational Research Journal, vol. 9, no. 2, Mar. 2024.