Academic Collections

Data and AI Sciences

300+ Video Training Courses

Content Providers

Overview

ExpertEdge provides a complete pathway in data and artificial intelligence, aligning with the teaching needs of computer science and related programmes across US institutions. The collection covers essential areas such as data engineering, statistical methods, and applied machine learning, alongside advanced modules in deep learning, natural language processing, and responsible AI. With resources designed to balance theory and practice, students gain experience in Python, R, and modern machine learning frameworks while working with real datasets and project-based labs. The content supports both undergraduate and graduate programmes, helping institutions prepare students for research, industry certifications, and careers in data-driven fields. By integrating hands-on labs, case studies, and teaching resources, the collection enables faculty to deliver rigorous and engaging courses that match the pace of change in the AI and data landscape.

Curriculum

  • Foundations of Data Engineering
  • Applied Machine Learning with Python
  • Deep Learning and Neural Networks
  • Natural Language Processing
  • Responsible AI and Ethics
  • Learning Outcomes

  • Build and manage scalable data pipelines
  • Apply statistical methods to real-world datasets
  • Train and evaluate predictive models
  • Understand and apply ethical principles in AI
  • Example Titles

    Unlock the power of algorithmic thinking with "Algorithmic Problem Solving," a course designed to transform challenges into opportunities using Python.
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    Unlock the power of algorithmic thinking with "Algorithmic Problem Solving," a course designed to transform challenges into opportunities using Python.
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    Embark on a transformative SQL journey, from basics to advanced techniques in just nine hours. Gain practical skills in querying and database management.
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