Advanced Certificate in Engineering Statistics for Kids
-- अभी देख रहे हैंThe Advanced Certificate in Engineering Statistics is a compact course, designed for kids who show a keen interest in the field of engineering and statistics. This course highlights the importance of statistical analysis in engineering problem-solving, emphasizing data-driven decision-making.
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पाठ्यक्रम विवरण
• Probability Theory: Understanding the fundamental concepts of probability, conditional probability, and independent events.
• Descriptive Statistics: Measures of central tendency, dispersion, and shape for univariate and bivariate data.
• Inferential Statistics: Hypothesis testing, confidence intervals, and statistical significance.
• Regression Analysis: Simple and multiple linear regression, model selection, and diagnostics.
• Analysis of Variance (ANOVA): One-way and two-way ANOVA, randomized block designs, and factorial designs.
• Design of Experiments (DOE): Factorial and response surface designs, statistical process control, and robust design.
• Bayesian Statistics: Bayes' theorem, prior and posterior distributions, and conjugate priors.
• Time Series Analysis: Autoregressive (AR), moving average (MA), and autoregressive moving average (ARMA) models.
• Multivariate Analysis: Principal component analysis, factor analysis, and discriminant analysis.
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