Modules / Lectures

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Week 3 | noc22-ma34_week-3 |

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noc21_ma35_assignment_Week_1 | noc21_ma35_assignment_Week_1 |

noc21_ma35_assignment_Week_10 | noc21_ma35_assignment_Week_10 |

noc21_ma35_assignment_Week_11 | noc21_ma35_assignment_Week_11 |

noc21_ma35_assignment_Week_12 | noc21_ma35_assignment_Week_12 |

noc21_ma35_assignment_Week_2 | noc21_ma35_assignment_Week_2 |

noc21_ma35_assignment_Week_3 | noc21_ma35_assignment_Week_3 |

noc21_ma35_assignment_Week_4 | noc21_ma35_assignment_Week_4 |

noc21_ma35_assignment_Week_5 | noc21_ma35_assignment_Week_5 |

noc21_ma35_assignment_Week_6 | noc21_ma35_assignment_Week_6 |

noc21_ma35_assignment_Week_7 | noc21_ma35_assignment_Week_7 |

noc21_ma35_assignment_Week_8 | noc21_ma35_assignment_Week_8 |

noc21_ma35_assignment_Week_9 | noc21_ma35_assignment_Week_9 |

Sl.No | Chapter Name | English |
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1 | Lecture 01: Data Science- Why, What, and How? | Download Verified |

2 | Lecture 02: Installation and Working with R | Download Verified |

3 | Lecture 03: Installation and Working with R Studio | Download Verified |

4 | Lecture 04: Calculations with R as a Calculator | Download Verified |

5 | Lecture 05: Calculations with Data Vectors | Download Verified |

6 | Lecture 06: Built-in Commands and Bivariate Plots | Download Verified |

7 | Lecture 07: Logical Operators and Selection of Sample | Download Verified |

8 | Lecture 8: Introduction to Probability | Download Verified |

9 | Lecture 9: Sample Space and Events | Download Verified |

10 | Lecture 10: Set Theory and Events using Venn Diagrams | Download Verified |

11 | Lecture 11: Relative Frequency and Probability | Download Verified |

12 | Lecture 12: Probability and Relative Frequency - An Example | Download Verified |

13 | Lecture 13: Axiomatic Definition of Probability | Download Verified |

14 | Lecture 14: Some Rules of Probability | Download Verified |

15 | Lecture 15: Basic Principles of Counting- Ordered Set, Unordered Set, and Permutations | Download Verified |

16 | Lecture 16: Basic Principles of Counting- Combination | Download Verified |

17 | Lecture 17: Conditional Probability | Download Verified |

18 | Lecture 18: Multiplication Theorem of Probability | Download Verified |

19 | Lecture 19: Bayes' Theorem | Download Verified |

20 | Lecture 20: Independent Events | Download Verified |

21 | Lecture 21: Computation of Probability using R | Download Verified |

22 | Lecture 22: Random Variables - Discrete and Continuous | Download Verified |

23 | Lecture 23: Cumulative Distribution and Probability Density Function | Download Verified |

24 | Lecture 24: Discrete Random Variables, Probability Mass Function and Cumulative Distribution Function | Download Verified |

25 | Lecture 25: Expectation of Variables | Download Verified |

26 | Lecture 26: Moments and Variance | Download Verified |

27 | Lecture 27: Data Based Moments and Variance in R Software | Download Verified |

28 | Lecture 28: Skewness and Kurtosis | Download Verified |

29 | Lecture 29: Quantiles and Tschebyschev’s Inequality | Download Verified |

30 | Lecture 30: Degenerate and Discrete Uniform Distributions | Download Verified |

31 | Lecture 31: Discrete Uniform Distribution in R | Download Verified |

32 | Lecture 32: Bernoulli and Binomial Distribution | Download Verified |

33 | Lecture 33: Binomial Distribution in R | Download Verified |

34 | Lecture 34: Poisson Distribution | Download Verified |

35 | Lecture 35: Poisson Distribution in R | Download Verified |

36 | Lecture 36: Geometric Distribution | Download Verified |

37 | Lecture 37: Geometric Distribution in R | Download Verified |

38 | Lecture 38: Continuous Random Variables and Uniform Distribution | PDF unavailable |

39 | Lecture 39: Normal Distribution | PDF unavailable |

40 | Lecture 40: Normal Distribution in R | PDF unavailable |

41 | Lecture 41: Normal Distribution – More Results | Download Verified |

42 | Lecture 42: Exponential Distribution | Download Verified |

43 | Lecture 43: Bivariate Probability Distribution for Discrete Random Variables | Download Verified |

44 | Lecture 44: Bivariate Probability Distribution in R Software | Download Verified |

45 | Lecture 45: Bivariate Probability Distribution for Continuous Random Variables | PDF unavailable |

46 | Lecture 46: Examples in Bivariate Probability Distribution Functions | Download Verified |

47 | Lecture 47: Covariance and Correlation | Download Verified |

48 | Lecture 48: Covariance and Correlation ‐ Examples and R Software | Download Verified |

49 | Lecture 49: Bivariate Normal Distribution | Download Verified |

50 | Lecture 50: Chi square Distribution | Download Verified |

51 | Lecture 51: t - Distribution | Download Verified |

52 | Lecture 52: F - Distribution | Download Verified |

53 | Lecture 53: Distribution of Sample Mean, Convergence in Probability and Weak Law of Large Numbers | Download Verified |

54 | Lecture 54: Central Limit Theorem | Download Verified |

55 | Lecture 55: Needs for Drawing Statistical Inferences | Download Verified |

56 | Lecture 56: Unbiased Estimators | Download Verified |

57 | Lecture 57: Efficiency of Estimators | Download Verified |

58 | Lecture 58: Cramér–Rao Lower Bound and Efficiency of Estimators | Download Verified |

59 | Lecture 59: Consistency and Sufficiency of Estimators | Download Verified |

60 | Lecture 60: Method of Moments | Download Verified |

61 | Lecture 61: Method of Maximum Likelihood and Rao Blackwell Theorem | Download Verified |

62 | Lecture 62: Basic Concepts of Confidence Interval Estimation | Download Verified |

63 | Lecture 63: Confidence Interval for Mean in One Sample with Known Variance | Download Verified |

64 | Lecture 64: Confidence Interval for Mean and Variance | Download Verified |

65 | Lecture 65: Basics of Tests of Hypothesis and Decision Rules | Download Verified |

66 | Lecture 66: Test Procedures for One Sample Test for Mean with Known Variance | Download Verified |

67 | Lecture 67: One Sample Test for Mean with Unknown Variance | Download Verified |

68 | Lecture 68: Two Sample Test for Mean with Known and Unknown Variances | Download Verified |

69 | Lecture 69: Test of Hypothesis for Variance in One and Two Samples | Download Verified |

Sl.No | Language | Book link |
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1 | English | Download |

2 | Bengali | Not Available |

3 | Gujarati | Not Available |

4 | Hindi | Not Available |

5 | Kannada | Not Available |

6 | Malayalam | Not Available |

7 | Marathi | Not Available |

8 | Tamil | Not Available |

9 | Telugu | Not Available |