Evaluation |
Points |

Short quizzes | \(10\) |

Midsem on September 18th, 10 AM to 1 PM | \(40\) |

EndSem | \(50\) |

Quiz 1

Quiz 2

Quiz 3

Quiz 4

Quiz 5

Quiz 6

Quiz 7

Quiz 8

- Review of Probability: Basic probability, Conditioning and Bayes rule, Independence, Counting, Discrete & Continuous Random Variables, Multiple Random variables
- Statistics: Law of large numbers, Central Limit theorem, Sampling statistics, Estimation, Confidence intervals, Hypothesis testing, Analysis of variance, Linear regression, Goodness of fit, Nonparametric hypothesis testing, Quality Control, Machine learning and Big data

- Introduction to Probability, Dimitri Bertsekas and John Tsitsiklis
- Introductory Statistics, Sheldon M Ross

George Burns on TV being interviewed on his 100th birthday: George Burns was puffing on a cigar and the interviewer made a comment about the negative correlation between longevity and smoking.

George Burns: "Twenty years ago my doctor told me that these cigars were going to kill me in the next five years with a probability of 99%"

Interviewer: "What does he say now?"

George Burns: "I don't know. He's dead"