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Principles of Data Science (CS 1040)

Principles of Data Science (CS 1040)

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Master the foundations of data science in our MCS-focused Principles of Data Science course. Learn data collection, statistical analysis, predictive modeling, and ethical practices through hands-on projects, preparing you for advanced data-driven roles.

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Has Discount
Expiry period Lifetime
Made In English
Last Updated At Wed Jul 2025
Level
Intermediate
Total Lectures 30
Total Quizzes 1
Total Duration 07:21:04 hr(s)
Total Enrolment 1
Number Of Reviews 0
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Short Description Master the foundations of data science in our MCS-focused Principles of Data Science course. Learn data collection, statistical analysis, predictive modeling, and ethical practices through hands-on projects, preparing you for advanced data-driven roles.
Outcomes
  • Define the principles of data science and its applications in computer science and industry.
  • Collect, clean, and organize complex datasets for advanced analysis.
  • Apply sophisticated statistical methods to interpret data and derive actionable insights.
  • Build and evaluate predictive models using cutting-edge machine learning techniques.
  • Implement ethical standards in data science, ensuring fairness and transparency in professional practice.
  • Apply advanced data science skills to solve complex problems in academic and industry settings.
Requirements
  • A computer with reliable internet access.
  • Foundational knowledge of computer science and mathematics (e.g., linear algebra, probability, and statistics).
  • Familiarity with programming (e.g., Python or R) is recommended but not mandatory.
  • A commitment to mastering advanced data science concepts.

Atlanta College of Liberal Arts and Sciences provides accessible online learning opportunities worldwide.

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