• STATISTICS APPLIED TO DATA SCIENCE
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EduGradus

STATISTICS APPLIED TO DATA SCIENCE

STATISTICS APPLIED TO DATA SCIENCE

$42.00 USD
$42.00 USD
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Course Description
This course provides essential foundations in descriptive analysis, data visualization, probability theory, statistical inference, and data processing, equipping students with the analytical and technical competencies necessary for professional practice in data science.

Topics Covered
  • Fundamentals of descriptive analysis, statistical measures (central tendency and dispersion), and data visualization best practices.
  • Basic concepts of probability and discrete and continuous statistical distributions, including Binomial, Poisson, and Normal models.
  • Statistical inference, sampling theory, and the application of the Central Limit Theorem.
  • Construction and interpretation of confidence intervals and hypothesis testing procedures.
  • Correlation analysis, including Pearson and Spearman coefficients, and Bootstrap resampling techniques.
  • Advanced techniques for data processing, handling missing values, and data integration using traditional ETL and modern ELT architectures.
  • Critical practices for data quality control, validation, and standardization of semi-structured and unstructured data.
  • By emphasizing methodological rigor, precision, and reliable evidence-based decision-making, the course prepares students to handle complex datasets, perform sound statistical analyses, and extract actionable insights in accordance with the best data science practices.
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Course Structure

Our courses are structured in three progressive units designed to take you from beginner to advanced proficiency:

  • Unit I – Beginner: Build foundational knowledge and essential skills
  • Unit II – Intermediate: Develop deeper understanding and practical application
  • Unit III – Advanced: Master complex concepts and achieve professional proficiency

Each unit builds upon the previous one, ensuring a comprehensive and structured learning journey.

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While the subscription is active, the user receives:

Full access to all courses on the platform.
3 (three) educational credits for the issuance of official certificates.
Credits are personal and non-transferable. They provide proof of course completion;
They represent regulated professional certifications;

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Subscription Model and Educational Credits

EduGradus operates under a recurring subscription model, guaranteeing continuous access to the platform as long as the subscription is active.

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International Subscription-Based Education Platform Global Professional Education.

  • International

    EduGradus is an international digital education platform that offers subscription access to its catalog of content and courses through a recurring subscription model, with content available in English and Spanish.

  • The courses

    The courses are designed for students and professionals from different countries seeking supplementary education, professional development, and knowledge with an international focus.

  • Available Languages

    EduGradus educational content is available in the following languages:
    English - United States
    Spanish - LATAM
    This multilingual offering provides a truly global learning experience.
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