Page 10 - Data Science class 10
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Part-B Subject Specific Skills


          Unit-1 Use of Statistics in Data Science                                                          113
                1.1.  What are Subsets?
                1.2.  Some Methods of Subsetting
                1.3.  One-Way Frequency Table
                1.4.  Two-way frequency Table
                1.5.  Central Tendency
                1.6.  Standard Deviation

          Unit-2 Distributions in Data Science                                                              137
                2.1.   What is Distribution in Data Science?
                2.2.  Types of Distributions
                2.3.  Statistical Problem Solving Process
                2.4.  Activity - Choosing Groups for School Dance Program

          Unit-3 Identifying Patterns                                                                       160
                3.1  Facts and Opinion
                3.2.  What is Partiality, Preference and Prejudice?
                3.3.  How to Identify the Partiality, Preference and Prejudice?
                3.4.  Probability for Statistics
                3.5.  What Is a Sampling Error?
                3.6.  The Central Limit Theorem
                3.7.  Why is the Central Limit Theorem Important?

          Unit-4 Data Merging                                                                               178
                4.1.   Overview of Data Merging
                4.2.  Data Joins
                4.3.  What is Z-Score?
                4.4.  Concept of Percentile
                4.5.  Quartiles
                4.6.  Deciles

          Unit-5 Ethics in Data Science                                                                     193
                5.1.  Data Governance Framework
                5.2.  Ethical Guidelines Around Data Analysis
                5.3.  Discarding the Records having Useful Data


          Part-C Practical Work

          Practical Questions                                                                              205

          Viva Voce Questions                                                                              209
          Projects                                                                                          211
          Glossary                                                                                          215

          CBSE Sample Question Paper                                                                        216




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