Page 10 - Data Science class 11
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1.5  Insider and Outsider Threats               1.6 Real Life Cases of Insider Attacks
              1.7  Cyber Attacks                              1.8 Security Checkup
              1.9  What is Data Governance Framework?

        Unit-2 Assessing Data                                                                                115
              2.1  Introduction                               2.2 Story Versus Facts
              2.3  Trial Assessment                           2.4 Activity-1
        Unit-3 Forecasting on Data                                                                           132
              3.1  Forecasting                                3.2 Analytic Studies

        Unit-4 Randomisation                                                                                 150
              4.1  Data                                       4.2 Some Statistical Terms
              4.3  Surveys                                    4.4 Sampling
              4.5  Level of Confidence: How sure are you?     4.6 Automatic Data Collection via In-built Sensors
              4.7  Structuring Data using XML                 4.8 Structure of an XML Document

        Unit-5 Introduction to RStudio                                                                       184
              5.1  Introducing RStudio                        5.2 Working with RStudio
              5.3  Working Directory in RStudio               5.4 Quitting your RStudio Session
              5.5  Closing RStudio
        Unit-6 Programming with R                                                                            198
              6.1  Programming in R                           6.2  Basic Data Types
              6.3  Basic Arithmetic Operations                6.4  Variables
              6.5  Objects in R programming                   6.6  Vectors
              6.7  Multiple Elements Vector                   6.8  List in R programming
              6.9  Matrix                                     6.10 Arrays
              6.11 Data Frames

        Unit-7 Coding for Data Science Visualisation using R-Studio                                          248
              7.1  Introduction                               7.2  Data Visualisation and ggplot2 package
              7.3  R Built-in Data Sets                       7.4  Pie Chart/Graph
              7.5  Bar Chart or Bar Graph                     7.6  Line Charts
              7.7  Histograms                                 7.8  Scatterplots
              7.9  Box Plot                                   7.10 Maps using ggplot2
              7.11 Statistical Analysis in R


         Part-C Practical Work

              Practical Questions                                                                            285
              Viva Voce Questions                                                                            292
              Projects                                                                                       294
        Glossary                                                                                             298

        Model Test Paper                                                                                     299
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