Learning Analytics & EDM
Apply data mining and machine learning to educational data to understand learning behaviors, predict student outcomes, and inform instructional design.
79 courses
Learn to analyze performance gaps, apply core learning theories, and design structured, engaging instructional solutions for organizations and digital environments.
Master the technical setup, platform management, and automation workflows required to run a successful digital education environment.
Learn how to coordinate online courses, support students, and manage learning communities to launch your career in the rapidly growing EdTech industry.
Learn how to use Linear Discriminant Analysis for dimensionality reduction and classification to build cleaner, more efficient machine learning models.
Learn a structured process for using data collaboratively to improve teaching and learning outcomes through evidence-based decision making.
Master Linear Discriminant Analysis to reduce data dimensionality and classify media trends using practical entertainment industry datasets.
Apply data analysis and machine learning to understand and forecast trends in the modern electricity sector.
Design and implement effective educational experiences by integrating online course materials with traditional teaching methods to enhance student engagement and flexibility.
Discover how to analyze educational data to improve learning outcomes, optimize teaching strategies, and navigate modern data privacy.
Learn to read, interpret, and communicate data confidently to make informed business decisions without needing a background in mathematics or coding.
Build a strong foundation in big data, DBMS, and information visualization principles to prepare for core technical qualifications and data science roles.
Learn how to select, evaluate, and integrate digital tools into your classroom using a proven framework to transform student learning experiences.
Learn how to leverage Viva Learning to access, organize, and deliver training content within your organization, enhancing continuous professional development.
Discover how to streamline your teaching workflow, organize lesson plans, and foster student collaboration using modern digital education tools.
Learn how to apply the ISO 21001 framework to improve educational quality, learner satisfaction, and institutional management through clear, written guidance.
Learn to effectively deploy, secure, and maintain student and staff devices in educational environments, preparing you to support modern learning.
Empower yourself to develop and deliver curriculum that prepares students for Microsoft Certifications and in-demand industry skills.
This course guides IT administrators and educators through setting up and managing School Data Sync for seamless data flow.
Learn how to integrate modern cloud-based technical curriculum into your courses, configure LMS tracking, and prepare students for industry certifications.
Empower yourself to integrate digital technologies effectively, design innovative learning activities, and foster essential 21st-century skills in your students.
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