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Principles of Data Analytics
- Description
- Curriculum
Principles of Data Analytics is a professional certification aimed at validating foundational data analytics skills for individuals looking to enter the field of data analytics. It is designed for professionals who are responsible for developing and promoting data-driven business decision-making.
Key Components:
- Data Mining: Techniques and tools used to extract information from large datasets.
- Data Manipulation: Methods for cleaning, transforming, and preparing data for analysis.
- Data Visualization: Skills in creating and interpreting graphical representations of data.
- Data Governance: Understanding of data policies, privacy regulations, and ethical considerations.
- Basic Statistical Methods: Application of statistical techniques to analyze data and generate insights.
Exam Details:
- Format: Multiple-choice and performance-based questions.
- Duration: 90 minutes.
- Questions: Up to 90 questions.
- Passing Score: 675 on a scale of 100-900.
Target Audience:
- Data Analysts
- Business Analysts
- Reporting Analysts
- Any professional looking to transition into a data-focused role
Benefits:
- Skill Validation: Confirms the ability to handle data responsibly and effectively.
- Career Advancement: Enhances job prospects and potential for career growth in data-related fields.
- Industry Recognition: Acknowledged by employers as a credible certification in data analytics.
Topics Covered:
- Data Concepts and Environments: Understanding different types of data, data structures, and the environments in which data is stored and processed.
- Data Mining and Analysis: Techniques for exploring and analyzing data to uncover patterns and insights.
- Visualization: Creating and interpreting charts, graphs, and dashboards to present data findings.
- Data Governance, Quality, and Controls: Ensuring data integrity, compliance with regulations, and establishing controls for data accuracy and security.
Principles of Data Analytics provides a comprehensive foundation for those looking to enhance their data analytics skills and pursue a career in data-driven roles.
Preface
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1About This CourseText lesson
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2Course DescriptionText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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3How To Use The Study NotesText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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4How To Use The Comptia Learning CenterText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 1A
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6Identify Relational and Non Relational DatabasesText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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7Rational DatabaseText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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8Non Relational DatabasesText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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9Identify Key Differences Between Relational And Non Relational DatabasesText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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10Review Activity: Relational and Non-Relational DatabasesAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 1B
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11Understand the Way We Use Tables, Primary Keys, and NormalizationText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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12NormalizationText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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13Relationship In DataText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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14Type Of RelationshipText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.

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15Referential IntegrityText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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16DenormalizationText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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17Review Activity: Tables, Primary Keys, and NormalizationAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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18SummaryText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 2A
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20Describe Types of Data Processing and Storage SystemsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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21Types Of Data ProcessingText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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22Source SystemsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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23Data Warehouses And Data MartsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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24Schema Used In Data WarehousingText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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25Data Lakes And LakehousesText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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26Review Activity: Types of Data Processing and Storage SystemsAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 2B
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27Explain How Data ChangesText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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28Overview Of Slowly Changing DimensionsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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29The Impact Of Slowly Changing DimensionsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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30Review Activity: Explain How Data ChangesAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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31SummaryText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 3A
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33Understand Types of DataText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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34Quantitative DataText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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35Qualitative DataText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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36Why The Data Type MattersText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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37Review Activity: Types of DataAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 3B
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38Break Down the Field Data TypesText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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39Text/Alphanumeric Field Data TypesText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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40Date Data TypeText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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41Number Data TypesText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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42Currency Data TypeText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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43Boolean Data TypeText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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44Data Type ConversionText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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45SummaryText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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46Review Activity: Field Data TypesAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 4A
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48Differentiate Between Structured Data and Unstructured DataText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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49Structured DataText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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50Unstructured DataText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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51Semi-Structured DataText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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52Review Activity: Structured and Unstructured DataAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 4B
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53Recognize Different File FormatsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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54Delimited FilesText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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55Why We Use Delimited FilesText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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56Flat FilesText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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57Files ExtensionsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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58Review Activity: File FormatsAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 4C
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59Understand the Different Code Languages Used for DataText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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60Structured Query Language (SQL)Text lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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61HyperText Markup LanguagesText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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62Extensible Markup Language (XML)Text lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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63Javascript Object Notation (JSON)Text lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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64Review Activity: Code Languages Used for DataAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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65SummaryText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 5A
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67Understand the Processes of Extracting, Transforming, and Loading DataText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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68Extracting DataText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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69Transforming DataText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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70Loading DataText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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71Full Load And Delta LoadText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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72Extract, Load, Transform (ELT)Text lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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73Review Activity: The Processes of Extracting, Transforming, and Loading DataAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 5B
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74Explain API/Web Scraping and Other Collection MethodsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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75Application Progtamming Interface (API)Text lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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76Web ServicesText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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77Web ScrapingText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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78Machine DataText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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79Review Activity: API/Web Scraping and Other Collection MethodsAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 5C
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80Collect and Use Public and Publicly Available DataText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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81Overview Of Public And Publicly Available DataText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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82Finding Public and Publicly Available DataText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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83Review Activity: Public and Publicly Available DataAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 5D
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84Use and Collect Survey DataText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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85Considerations For Using SurveysText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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86Types Of Survey AnswersText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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87Review Activity: Survey DataAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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88SummaryText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 6A
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90Learning to Profile DataText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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91Step Of Data ProfilingText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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92Date Profiling Tools And TechniquesText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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93Review Activity: Learn to Profile DataAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 6B
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94Address Redundant, Duplicated, and Unnecessary DataText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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95Redundant DataText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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96Duplicated DataText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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97Unnecessary FieldsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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98Review Activity: Redundant, Duplicated, and Unnecessary DataAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 6C
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99Work with Missing ValuesText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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100Cause Of Null ValuesText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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101Filtering Null ValuesText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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102Replacing Missing ValuesText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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103Review Activity: Missing ValuesAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 6D
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104Address Invalid DataText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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105Identifying Invalid DataText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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106Removing Invalid DataText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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107Replacing Invalid Data With Valid DataText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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108Review Activity: Invalid DataAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 6E
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109Convert Data to Meet SpecificationsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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110Converting Data TypesText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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111Review Activity: Convert Data to Meet SpecificationsAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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112SummaryText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 7A
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114Manipulate Field Data and Create VariablesText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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115Recoding Numerical And Categorical DataText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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116Derived VariablesText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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117Imputing ValuesText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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118Reduction In Data SetsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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119Masking ValuesText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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120Review Activity: Manipulate Field Data and Create VariablesAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 7B
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121Transpose and Append DataText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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122Transposing DataText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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123Appending DataText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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124Review Activity: Transpose and Append DataAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 7C
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125Query DataText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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126Querying DataText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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127Types Of JoinsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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128The Impact Of Each Join Of DataText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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129Review Activity: Query DataAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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130SummaryText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 8A
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132Use Functions to Manipulate DataText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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133Text FunctionsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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134Combining Data FieldsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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135Parsing Strings For InformationText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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136Date FunctionsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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137Logical Functions And Conditional DataText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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138Aggregation And Thr Baisc Types Of Aggregate FunctionsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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139System FunctionsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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140Review Activity: Functions to Manipulate DataAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 8B
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141Use Common Techniques for Query OptimizationText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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142Filtering DataText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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143ParameterizationText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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144Indexing DataText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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145Temporary TablesText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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146Subquerying And Subsets Of InformationText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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147Query Execution PlanText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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148SummaryText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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149Review Activity: Common Techniques for Query OptimizationAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 9A
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151Use Measures of Central TendencyText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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152Overview of The Measure of Central TendencyText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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153MeanText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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154MedianText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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155ModeText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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156Review Activity: Measures of Central TendencyAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 9B
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157Use Measures of DispersionText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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158Overview of The Measures of DispersionText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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159The Range Of DataText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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160Standard DeviationText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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161Z-ScoresText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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162Distribution of Data SetText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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163Review Activity: Measures of DispersionAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 9C
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164Use Frequency and PercentagesText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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165FrequencyText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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166Percentage DifferenceText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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167Percentage ChangeText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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168Review Activity: Frequency and PercentagesAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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169SummaryText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 10A
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171Get Started with AnalysisText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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172Research QuestionsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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173Data Sources and Collection MethodsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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174ObservationsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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175Review Activity: Get Started with AnalysisAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 10B
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176Recognize Types of AnalysisText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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177Exploratory AnalysisText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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178Performance AnalysisText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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179Gap AnalysisText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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180Trend AnalysisText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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181Link AnalysisText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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182Review Activity: Types of AnalysisAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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183SummaryText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 11A
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185Understand the Importance of Statistical TestsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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186Confidence IntervalsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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187T-Tests and P-ValuesText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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188Review Activity: The Importance of Statistical TestsAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 11B
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189Break Down the Hypothesis TestText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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190The Null HypothesisText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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191Understanding the Results of Hypothesis TestingText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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192Review Activity: The Hypothesis TestAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 11C
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193Understand Tests and Methods to Determine Relationships Between VariablesText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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194Chi-SquareText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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195Chi-Square TestsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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196Simple Linear RegressionText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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197CorrelationText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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198Use Excel to Apply Statistical MethodsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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199Review Activity: Tests and Methods to Determine Relationships Between VariablesAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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200SummaryText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 12A
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202Use Basic VisualsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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203Pie Charts and TreemapsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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204Column and Bar ChartsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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205Line GraphsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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206Review Activity: Basic VisualsAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 12B
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207Build Advanced VisualsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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208Stacked Column/Bar ChartsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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209Line Graphs with Multiple LinesText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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210Combination ChartsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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211Scatter Plots and Bubble ChartsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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212HistogramsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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213Waterfall ChartsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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214Review Activity: Advanced VisualsAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 12C
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215Build Maps with Geographical DataText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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216Preparing GEO Fields for MappingText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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217Geographic MapsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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218Review Activity: Maps with Geographical DataAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 12D
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219Use Visuals to Tell a StoryText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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220Heat MapsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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221Word CloudsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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222InfographicsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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223Review Activity: Visuals to Tell a StoryAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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224SummaryText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Lesson 13A
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226Consider Audience Needs When Developing a ReportText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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227The AudienceText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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228Consumer TypesText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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229Review Activity: Audience Needs When Developing a ReportAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 13B
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230Describe Data Source Considerations for ReportingText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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231Documenting the Source DataText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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232Determining Access to DataText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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233Developing Views of the DataText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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234Data Fields and AttributesText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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235Review Activity: Data Source Considerations for ReportingAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 13C
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236Describe Considerations for Delivering Reports and DashboardsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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237Determining How Visual will be ViewedText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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238Determining How Data Will be DeliveredText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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239Frequenct of ReportingText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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240Recurring ReportsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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241Review Activity: Considerations for Delivering Reports and DashboardsAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 13D
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242Develop Reports or DashboardsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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243Visualization LayoutsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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244Mockup and Wireframing for DesignText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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245Types of VisualsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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246Types of Dashboard NavigationText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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247Review Activity: Develop Reports or DashboardsAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 13E
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248Understand Ways to Sort and Filter DataText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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249Sorting DataText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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250Filter Methods for VisualsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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251Filtering by Date RangesText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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252Review Activity: Ways to Sort and Filter DataAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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253SummaryText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 14A
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255Choose Design Elements for Reports/DashboardsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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256Branding GuidelinesText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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257Appropriate Color SchemesText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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258Appropriate Fonts and LayoutsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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259Naming ConventionsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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260Review Activity: Design Elements for Reports/DashboardsAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 14B
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261Utilize Standard Elements for Reports/DashboardsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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262Standard Information and Formatting ElementsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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263Important DatesText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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264Review Activity: Standard Elements for Reports and DashboardsAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 14C
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265Create a Narrative and Other Written ElementsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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266NarrativeText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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267Instructions for Using the Report/DashboardText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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268Other Suporting MaterialsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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269Review Activity: Narrative and Other Written ElementsAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 14D
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270Understand Deployment ConsiderationsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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271Techniques for Dashboard OptimizationText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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272Deploy to ProductionText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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273Review Activity: Deployment ConsiderationsAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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274SummaryText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 15A
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276Understand How Updates and Timing Affect ReportingText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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277Static Versus Dynamic ReportsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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278Point-In-Time ReportingText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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279Real-Time ReportingText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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280Review Activity: How Updates and Timing Affect ReportingAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 15B
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281Differentiate Between Types of ReportsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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2820perational and Compliance ReportsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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283Tactical and Research-Driven ReportingText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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284AD-HOC ReportingText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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285Self-Service ReportingText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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286Review Activity: Types of ReportsAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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287SummaryText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 16A
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289Define Data GovernanceText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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290Data GovernanceText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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291Roles Within a Data Governance TeamText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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292Jurisdiction RequirementsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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293Regulations and ComplianceText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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294Data ClassificationsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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295Review Activity: Data GovernanceAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 16B
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296Understand Access Requirements and PoliciesText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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297Data Use AgreementsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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298Release ApprovalsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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299Data Retention and Destruction PoliciesText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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300Review Activity: Access Requirements and PoliciesAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 16C
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301Understanding Security RequirementsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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302Data ProcessingText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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303Data TransmissionText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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304Data EncryptionText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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305De-Identification and Masking DataText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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306Data BreachesText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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307Data AccessText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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308Saving Data Files and Storage TypesText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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309Review Activity: Security RequirementsAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 16D
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310Understand Entity Relationship RequirementsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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311Entity Relationship ModelsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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312Record Linkage RestrictionsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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313Data ConstraintsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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314Review Activity: Entity Relationship RequirementsAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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315SummaryText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 17A
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317Describe Characteristics, Rules, and Metrics of Data QualityText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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318Reasons to Check Data QualityText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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319Understanding QualityText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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320Rules and Metrics for Data QualityText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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321Review Activity: Characteristics, Rules, and Metrics of Data QualityAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 17B
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322Identifying Reasons to Quality Check Data and Methods of Data validationText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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323Data Validation MethodsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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324Automated ValidationText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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325Data Verification MethodsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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326Review Activity: Reasons to Quality Check Data and Methods of Data ValidationAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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327SummaryText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 18A
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329Explain the Basics of Master Data ManagementText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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330Master Data ManangementText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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331Benefits of Master Data ManagementText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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332Master Data Management vs. Data WarehouseText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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333Review Activity: The Basics of Master Data ManagementAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Topic 18B
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334Describe Master Data Management ProcessesText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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335Consolidation of Multiple Data FieldsText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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336Field StandardizationText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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337Data DictionaryText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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338Review Activity: Master Data Management ProcessesAssignmentThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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339SummaryText lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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