MAFATLAL GAGALBHAI SCIENCE INSTITUTE

(Autonomous)

Affiliated to Gujrat University

B.S. in AIML (AIMLMDC124)

Course Outcomes

  • Recall the types of data and when to use which type of data.
  • Remember when to use which type of charts and graphs.
  • Understand various measures of central tendency, dispersion, skewness, and kurtosis. Summarize the information in the data using different charts and summary measures. Understand the measures of correlation.
  • Apply the theory of descriptive statistics and probability theory to various real-life situations. Apply various probability distributions to real-life situations.
  • Explain the definition of independence of events, the concept of conditional probability, and Bayes’ theorem. 
  • Evaluate the relationship between the variables and apply regression analysis to the real-life data.
  • Formulate univariate and bivariate probability distributions.