Pearson Education

Statistics and Probability: Key Concepts & Techniques

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Publisher : Pearson Education
Year : 2016
ISBN : 978-0134177461
Selected Categories : Data Science & Analytics
Book Format : PDF

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Description

Statistics and Probability Key Concepts Course โ€“ Master Essential Techniques

Statistics and Probability Key Concepts is your complete learning guide designed to help you master the foundational techniques, formulas, and problem-solving skills used across mathematics, data science, engineering, AI, and academic research. This introduction is also perfectly optimized for your meta description needs.

Course Overview

This course breaks down the core ideas of statistics and probability into simple, practical, and easy-to-understand modules. Whether you’re a student, job seeker, competitive exam candidate, or beginner in analytics, this course ensures you understand how to interpret data, calculate probability, analyze distributions, and apply statistical reasoning in real-world situations.

What You Will Learn

  • Understanding data types, sampling techniques, and descriptive statistics
  • Measures of central tendency & dispersion (mean, median, mode, variance, SD)
  • Probability rules, conditional probability, Bayesโ€™ theorem
  • Discrete & continuous probability distributions (Binomial, Poisson, Normal)
  • Hypothesis testing, Z-test, T-test, Chi-square test
  • Correlation, regression, and real-world statistical modeling

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Who Should Enroll?

  • Students preparing for school, college, and university exams
  • Anyone preparing for competitive exams (SSC, IBPS, UPSC, CAT, GATE)
  • Beginners in Data Science, AI, or Machine Learning
  • Professionals wanting to strengthen statistical reasoning skills

Course Benefits

By the end of this course, you will be able to confidently analyze datasets, solve probability problems, conduct statistical tests, and apply mathematical logic to real-world scenarios. These core concepts form the backbone of advanced analytics, making the course invaluable for academic and professional growth.

Conclusion

This Statistics and Probability Key Concepts course provides a comprehensive, structured, and easy-to-follow learning experience. Whether youโ€™re learning for academics, career advancement, or personal knowledge, this course ensures you build a strong quantitative foundation.


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