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This course will expose you to the concepts of Data Collection, Presentation, Frequency Distribution, Measures of Central Tendency, Measures of Dispersion, Correlation, Regression and more.
| 1 | Introduction Preview | 03:11 |
| 2 | History of Statistics | 03:58 |
| 3 | Science of Statistics Preview | 03:11 |
| 4 | Applications of Statistics | 04:23 |
| 5 | Limitations of Statistics | 02:20 |
| 6 | Collection of Data | 04:17 |
| 7 | Collection of Primary Data | 05:12 |
| 8 | Sources of Secondary Data | 01:34 |
| 9 | Presentation of Data | 05:15 |
| 10 | Frequency Presentation | 01:46 |
| 11 | Mode of Presentation of Data | 00:47 |
| 12 | Textual Presentation of Data | 01:58 |
| 13 | Tabulation of Data | 06:29 |
| 14 | Diagrammatic representation of Data | 02:33 |
| 15 | Line Diagram | 05:52 |
| 16 | Bar Diagram | 05:42 |
| 17 | Multiple Line Chart | 05:46 |
| 18 | Multiple Bar Chart | 02:26 |
| 19 | Pie Chart | 07:01 |
| 20 | Frequency Distribution | 05:24 |
| 21 | Example for Frequecy Distribution Table | 04:09 |
| 22 | Frequency Distribution Tally Method | 07:08 |
| 23 | Continuous Frequency Distribution | 02:29 |
| 24 | Technical Terms of Continuous Frequency Distribution | 05:48 |
| 25 | No. of Class Intervals | 02:38 |
| 26 | Size of Class Interval | 01:18 |
| 27 | Types of Class Intervals | 05:11 |
| 28 | Introduction Measures of Central Tendency | 03:50 |
| 29 | Arithmetic Mean | 04:42 |
| 30 | Arithmetic Mean Short cut method | 06:14 |
| 31 | Arithmetic Mean Grouped data | 09:08 |
| 32 | Arithmetic Mean Class Intervals | 06:59 |
| 33 | Median | 03:52 |
| 34 | Median case study | 02:26 |
| 35 | Median Discrete Frequency Distribution | 03:45 |
| 36 | Case Study Median Discrete Frequency Distribution | 04:13 |
| 37 | Median Continuous Freqnuency Distribution | 06:54 |
| 38 | Median Continuous Frequency Distribution Exclusive Class Intervals | 06:27 |
| 39 | Median graphics | 12:09 |
| 40 | Introduction | 04:39 |
| 41 | Objectives of Measures of Dispersion | 02:36 |
| 42 | Expression of dispersion | 02:21 |
| 43 | Important measures of dispersion | 01:52 |
| Case Study Material - Range | ||
| 44 | Range | 04:01 |
| Case Study Material Quartile deviation | ||
| 45 | Quartile deviation | 08:22 |
| 46 | Case Study #1Quartile deviation | 14:02 |
| 47 | Case Study #2Quartile deviation | 05:22 |
| 48 | Quartlie Deviation Continuous Frequency Distribution | 03:24 |
| 49 | Case Sudy Quartile Deviation Continuous Frequency Distribution | 07:57 |
| 50 | What is Standard Deviation | 04:21 |
| 51 | Variance and Coefficient of Variation | 02:07 |
| 52 | Procedure for Calculating Standard Deviation in Individual Series | 03:06 |
| 53 | Case#1 Standard Deviation | 05:24 |
| 54 | Standard Deviation Alternate formula | 03:07 |
| 55 | Case #2 Coefficient of Variation | 03:15 |
| 56 | Case#3 Standard Deviation | 04:18 |
| 57 | Case#4 Standard Deviation | 01:41 |
| 58 | Case#5 Standard Deviation | 07:36 |
| 59 | Standard Deviation in case of discrete frequency distribution | 03:54 |
| 60 | Case #6 Standard Deviation Discrete Frequency Distribution | 09:43 |
| 61 | Standard Deviation in case of Continuous frequency distribution | 03:57 |
| 62 | Case #7 Standard Deviation Continuous Frequency Distribution | 06:40 |
| 63 | Introduction | 04:40 |
| 64 | Scatter Diagram | 07:34 |
| 65 | Types of correlation | 05:29 |
| 66 | Correlation computation | 02:38 |
| 67 | Case study 1 correlation | 10:33 |
| 68 | Case Study 2 correlation | 09:19 |
| 69 | Case Study 3 correlation | 10:10 |
| 70 | Correlation grouped data | 05:49 |
| 71 | Rank correlation | 06:26 |
| 72 | Rank Correlation in case of tie of ranks | 13:17 |
| 73 | Regression Analysis Introduction | 05:02 |
| 74 | Types of Regression | 05:42 |
| 75 | Methods of Regression Analysis | 01:56 |
| 76 | Graphic Methods Regression Analysis | 05:59 |
| 77 | Regression Lines | 04:05 |
| 78 | Linear Regression Equation | 04:14 |
| 79 | Algebric Method of Regression Equation | 03:08 |
| 80 | Regression Equation Case Study 1 | 15:14 |
| 81 | Regression Coefficient Explanation | 05:21 |
| 82 | Regression Coefficient Case Study 2 | 13:24 |
| Final Exam - Basics of Statistics |
Engineer, ISGEC Hitachi Zosen Ltd
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