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Power BI
Learning Power BI equips individuals with the ability to transform raw data into meaningful insights through interactive visualizations and reports, ...
enhancing decision-making processes. It provides a competitive edge in today's data-driven world by enabling professionals to analyze complex datasets quickly and effectively. Mastering Power BI opens doors to diverse career opportunities in data analysis, business intelligence, and data visualization across industries.
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- Description
- Curriculum
Power BI is a powerful business analytics tool developed by Microsoft. It allows users to visualize and share insights from their organization’s data through interactive reports and dashboards. Key features include data connectivity, transformation, visualization, and collaboration capabilities, making it popular for data analysis and decision-making.
Key Features and Capabilities:
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Data Connectivity and Transformation:
- Connectivity: Access data from various sources such as Excel spreadsheets, databases (SQL Server, MySQL), cloud services (Azure, Salesforce), and more.
- Data Transformation: Clean, shape, and model data using Power Query Editor to prepare it for analysis.
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Visualization and Exploration:
- Interactive Reports: Create visually appealing reports with charts, graphs, maps, and tables to explore data trends and patterns.
- Dashboards: Combine multiple reports into a single dashboard for consolidated insights.
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Data Analysis Expressions (DAX):
- Formula Language: Use DAX to create calculated columns and measures for advanced calculations and business logic within Power BI reports.
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Integration and Collaboration:
- Microsoft Ecosystem: Seamlessly integrates with other Microsoft products like Excel, SharePoint, and Teams.
- Sharing and Collaboration: Publish reports to the Power BI Service for sharing with colleagues and stakeholders, with options for collaboration and real-time updates.
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Security and Compliance:
- Role-Based Security: Control access to data and reports based on user roles and permissions.
- Data Governance: Ensure compliance with organizational data policies and regulations.
Benefits of Power BI:
- User-Friendly Interface: Designed for non-technical users to easily create and interact with data visualizations.
- Scalability: Suitable for small teams to large enterprises, accommodating growing data needs.
- Real-Time Insights: Enables real-time data monitoring and analysis for proactive decision-making.
Applications:
- Business Intelligence: Analyze sales performance, operational metrics, and financial data.
- Data Visualization: Create interactive dashboards for monitoring key performance indicators (KPIs).
- Predictive Analytics: Use advanced analytics capabilities for forecasting and trend analysis.
Power BI empowers organizations to leverage their data effectively, driving data-driven decisions and improving business outcomes across various industries
UP & RUNNING WITH MICROSOFT POWER BI DESKTOP
INTRODUCING POWER BI
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5MEET POWER BI9 mins
MEET POWER BI
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6MEET POWER BI6 mins
MEET POWER BI
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7WHY POWER BI?9 mins
WHY POWER BI?
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8EXCEL VS. POWER BI6 mins
EXCEL VS. POWER BI
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9INSTALLING POWER BI DESKTOP10 mins
INSTALLING POWER BI DESKTOP
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10POWER BI SETTINGS6 mins
POWER BI SETTINGS
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11POWER BI WORKFLOW6 mins
POWER BI WORKFLOW
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12POWER BI WORKFLOW6 mins
POWER BI WORKFLOW
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13POWER BI WORKFLOW7 mins
POWER BI WORKFLOW
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14POWER BI WORKFLOW6 mins
POWER BI WORKFLOW
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15POWER BI WORKFLOW6 mins
POWER BI WORKFLOW
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16HELPFUL RESOURCES5 mins
HELPFUL RESOURCES
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17MONTHLY UPDATESText lesson
MONTHLY UPDATES
CONNECTING & SHAPING DATA
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18CONNECTING & SHAPING DATA8 mins
CONNECTING & SHAPING DATA
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19FRONT-END VS. BACK-END7 mins
FRONT-END VS. BACK-END
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20TYPES OF DATA CONNECTORS7 mins
TYPES OF DATA CONNECTORS
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21POWER QUERY EDITOR5 mins
POWER QUERY EDITOR
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22QUERY EDITING TOOLS5 mins
QUERY EDITING TOOLSS
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23BASIC TABLE TRANSFORMATIONS7 mins
BASIC TABLE TRANSFORMATIONS
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24ASSIGNMENT: TABLE TRANSFORMATIONSAssignment
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25SOLUTION: TABLE TRANSFORMATIONS7 mins
SOLUTION: TABLE TRANSFORMATIONS
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26PRO TIP: STORAGE & CONNECTION MODES10 mins
PRO TIP: STORAGE & CONNECTION MODES
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27CONNECTING TO A DATABASE7 mins
CONNECTING TO A DATABASE
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28EXTRACTING DATA FROM THE WEB7 mins
EXTRACTING DATA FROM THE WEB
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29DATA PROFILING: COLUMN QUALITY7 mins
DATA PROFILING: COLUMN QUALITY
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30DATA PROFILING: COLUMN DISTRIBUTION6 mins
DATA PROFILING: COLUMN DISTRIBUTION
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31DATA PROFILING: COLUMN PROFILEText lesson
DATA PROFILING: COLUMN PROFILE
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32TEXT TOOLS7 mins
TEXT TOOLS
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33ASSIGNMENT: TEXT TOOLSAssignment
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34SOLUTION: TEXT TOOLS10 mins
SOLUTION: TEXT TOOLS
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35NUMERICAL TOOLS10 mins
NUMERICAL TOOLS
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36ASSIGNMENT: NUMERICAL TOOLSAssignment
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37SOLUTION: NUMERICAL TOOLS10 mins
SOLUTION: NUMERICAL TOOLS
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38DATE & TIME TOOLS7 mins
DATE & TIME TOOLS
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39DATE & TIME TOOLS7 mins
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40CREATING A CALENDAR TABLE10 mins
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41CHANGE TYPE WITH LOCALE7 mins
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42CHANGE TYPE WITH LOCALE7 mins
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43PRO TIP: ROLLING CALENDARS7 mins
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44PRO TIP: ROLLING CALENDARS7 mins
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45ASSIGNMENT: CALENDAR TABLESAssignment
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46SOLUTION: CALENDAR TABLES7 mins
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47INDEX COLUMNS7 mins
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48CONDITIONAL COLUMNS7 mins
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49CALCULATED COLUMN BEST PRACTICES6 mins
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50GROUPING & AGGREGATING7 mins
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51GROUPING & AGGREGATING6 mins
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52PIVOTING & UNPIVOTING6 mins
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53MERGING QUERIES7 mins
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54APPENDING QUERIES6 mins
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55PRO TIP: APPENDING FILES FROM A FOLDER6 mins
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56DATA SOURCE SETTINGS7 mins
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57PRO TIP: DATA SOURCE PARAMETERS7 mins
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58REFRESHING QUERIES6 mins
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59PRO TIP: IMPORTING EXCEL MODELS6 mins
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60POWER QUERY BEST PRACTICES5 mins
CREATING A DATA MODEL
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61CREATING A DATA MODEL6 mins
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62WHAT IS A DATA MODEL?7 mins
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63WHAT IS A DATA MODEL?6 mins
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64DATABASE NORMALIZATIONText lesson
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65FACT & DIMENSION TABLES7 mins
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66PRIMARY & FOREIGN KEYS6 mins
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67RELATIONSHIPS VS. MERGED TABLES10 mins
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68THE MODEL VIEW7 mins
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69CREATING TABLE RELATIONSHIPS7 mins
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70MANAGING & EDITING RELATIONSHIPS7 mins
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71STAR & SNOWFLAKE SCHEMAS7 mins
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72ASSIGNMENT: TABLE RELATIONSHIPS7 mins
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73SOLUTION: TABLE RELATIONSHIPS10 mins
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74PRO TIP: ACTIVE & INACTIVE RELATIONSHIPS10 mins
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75PRO TIP: ACTIVE & INACTIVE RELATIONSHIPS10 mins
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76RELATIONSHIP CARDINALITY7 mins
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77EXAMPLE: ONE-TO-ONE CARDINALITY7 mins
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78EXAMPLE: MANY-TO-MANY CARDINALITY10 mins
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79CONNECTING MULTIPLE FACT TABLES10 mins
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80FILTER CONTEXT & FLOW7 mins
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81EXAMPLE: FILTER FLOW7 mins
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82BI-DIRECTIONAL FILTERS7 mins
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83EXAMPLE: BI-DIRECTIONAL FILTERS7 mins
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84AMBIGUITY7 mins
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85HIDING FIELDS7 mins
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86ASSIGNMENT: FILTER FLOW7 mins
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87SOLUTION: FILTER FLOW7 mins
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88PRO TIP: MODEL LAYOUTS7 mins
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89DATA FORMATS & CATEGORIES7 mins
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90HIERARCHIES7 mins
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91ASSIGNMENT: HIERARCHIESAssignment
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92SOLUTION: HIERARCHIES7 mins
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93DATA MODEL BEST PRACTICES5 mins
CALCULATED FIELDS WITH DAX
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94CALCULATED FIELDS WITH DAX7 mins
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95MEET DAX7 mins
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96M VS. DAX7 mins
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97CALCULATED COLUMNS7 mins
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98EXAMPLE: CALCULATED COLUMNS7 mins
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99DAX MEASURES7 mins
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100IMPLICIT VS. EXPLICIT MEASURES7 mins
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101QUICK MEASURES7 mins
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102RECAP: CALCULATED COLUMNS VS. MEASURES7 mins
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103PRO TIP: MEASURE TABLES7 mins
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104FILTER CONTEXT7 mins
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105EXAMPLE: FILTER CONTEXT7 mins
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106STEP-BY-STEP MEASURE CALCULATION7 mins
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107DAX SYNTAX7 mins
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108DAX OPERATORS7 mins
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109COMMON FUNCTION CATEGORIES10 mins
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110BASIC MATH & STATS FUNCTIONS7 mins
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111COUNTING FUNCTIONS7 mins
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112ASSIGNMENT: MATH & STATSAssignment
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113SOLUTION: MATH & STATS7 mins
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114BASIC LOGICAL FUNCTIONS7 mins
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115SWITCH7 mins
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116ASSIGNMENT: LOGICAL FUNCTIONS7 mins
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117SOLUTION: TEXT7 mins
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118BASIC DATE & TIME FUNCTIONS6 mins
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119ASSIGNMENT: DATE & TIMEAssignment
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120SOLUTION: DATE & TIME10 mins
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121RELATED7 mins
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122CALCULATE6 mins
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123EXAMPLE: CALCULATE7 mins
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124EXAMPLE: CALCULATE10 mins
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125DAX MEASURE TOTALS10 mins
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126ASSIGNMENT: CALCULATEAssignment
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127SOLUTION: CALCULATE10 mins
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128SOLUTION: CALCULATE10 mins
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129ALL7 mins
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130ASSIGNMENT: CALCULATE & ALLAssignment
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131SOLUTION: CALCULATE & ALL10 mins
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132FILTER10 mins
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133ITERATOR FUNCTIONS10 mins
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134ASSIGNMENT: ITERATORS10 mins
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135SOLUTION: ITERATORS10 mins
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136TIME INTELLIGENCE10 mins
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137ASSIGNMENT: TIME INTELLIGENCEAssignment
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138SOLUTION: TIME INTELLIGENCE10 mins
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139DAX BEST PRACTICES10 mins
VISUALIZING DATA
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140VISUALIZING DATA10 mins
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141THREE KEY QUESTIONS10 mins
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142THREE KEY QUESTIONS7 mins
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143THREE KEY QUESTIONS10 mins
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144THREE KEY QUESTIONS10 mins
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145ANALYTICS DASHBOARDS10 mins
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146DASHBOARD DESIGN FRAMEWORK10 mins
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147THE REPORT VIEW7 mins
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148ASSIGNMENT: CARDSAssignment
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149SOLUTION: CARDS10 mins
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150BUILDING & FORMATTING CHARTS10 mins
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151BUILDING & FORMATTING CHARTS10 mins
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152ASSIGNMENT: LINE CHARTSAssignment
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153SOLUTION: LINE CHARTS7 mins
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154FILTERING OPTIONS10 mins
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155ASSIGNMENT: DONUT CHARTSAssignment
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156SOLUTION: DONUT CHARTS10 mins
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157CONDITIONAL FORMATTING10 mins
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158ASSIGNMENT: TABLESAssignment
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159SOLUTION: TABLES10 mins
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160ASSIGNMENT: TOP N TEXT CARDS10 mins
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161SOLUTION: TOP N TEXT CARDS10 mins
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162MAP VISUALS7 mins
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163SLICERS10 mins
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164ASSIGNMENT: SLICERSAssignment
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165SOLUTION: SLICERS10 mins
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166DRILL UP & DRILL DOWN10 mins
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167ASSIGNMENT: DRILL DOWNAssignment
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168SOLUTION: DRILL DOWN10 mins
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169DRILL THROUGH FILTERS10 mins
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170REPORT INTERACTIONS10 mins
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171ASSIGNMENT: REPORT INTERACTIONSAssignment
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172SOLUTION: REPORT INTERACTIONS7 mins
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173BOOKMARKS10 mins
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174ASSIGNMENT: BOOKMARKSAssignment
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175SOLUTION: BOOKMARKS10 mins
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176PARAMETERS10 mins
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177EXAMPLE: NUMERIC RANGE PARAMETER10 mins
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178EXAMPLE: FIELDS PARAMETER10 mins
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179ASSIGNMENT: FIELDS PARAMETERSAssignment
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180SOLUTION: FIELDS PARAMETERS7 mins
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181PRO TIP: CUSTOM TOOLTIPS10 mins
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182IMPORTING CUSTOM VISUALS10 mins
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183MANAGING & VIEWING ROLES10 mins
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184MOBILE LAYOUT10 mins
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185DATA VISUALIZATION BEST PRACTICES7 mins
ARTIFICIAL INTELLIGENCE
Course details
Lectures
180
Assignments
19
Level
Intermediate
Given After completion by the Academy
1 year
Computer
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