Data Analysis 2025 (Batch A)
- Description
- Curriculum
- Reviews
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1Class One; Text (Introduction To Data Analysis)3 Hours
What is Data analysis?
Data analysis is the process of identifying, cleaning, transforming, and modeling data to discover meaningful and useful information. The data is then crafted into a story through reports for analysis to support the critical decision-making process.
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2Class One Quiz5 questions
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3Class Two; Text (Introduction to Excel)3 Hours
Formulae and Functions
Formula are users made (it is defined by a user’s without excel instructions) When a user uses any kind of logic to get an answer is called formula.
Using Formulae
Simple mathematical operators can be used to:
Add (+) Also known as SUM
Subtract (-)
Divide (/)
Multiply (*)
Calculate Indices (powers) of a number
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4Class Two Video Part 1 (Introduction to Basic excel formula and functions)Video lesson
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5Class Two Video Part 2Video lesson
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6Class Two Video Part 3Video lesson
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7Class Two Video Part 4Video lesson
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8Class Two Quiz5 questions
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9Class Three: Text (Split, Transpose, Drop down list and Vlookup functions)3 Hours
SPLIT FUNCTION
The split function is used to split a string into multiple parts based on a delimiter. A delimiter is a character that separates parts of a string. For example, the split function could be used to split a first name and last name into two separate columns. If you had a column of data with full names, like "John Adebayo", the split function could be used to separate "John" and "Adebayo" into two columns.
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10Class Three Video Part 1Video lesson
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11Class Three Video Part 2Video lesson
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12Class Three Video Part 3Video lesson
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13Class Three Video Part 4Video lesson
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14Class Three Video Part 5Video lesson
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15Class Three Video Part 6Video lesson
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16Class Three Quiz5 questions
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17WEEK 1 ASSIGNMENTAssignment
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18Class Four; Text (If statement and data cleaning)3 Hours
IF Function
An IF function is made up of 3 parts:
A condition
What to do if the condition is met
What to do if the condition is not met
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19Class Four Video Part 1Video lesson
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20Class Four Video Part 2Video lesson
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21Class Four Video Part 3Video lesson
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22Class Four Video Part 4Video lesson
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23Class Four Video Part 5Video lesson
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24Class Four Video Part 6Video lesson
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25Class Four Quiz5 questions
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26Class Five: Text (SORT AND FILTER, CONDITIONAL FORMATTING, PIVOT TABLE AND CHART)3 Hours
What is the difference between filter and sort by?
Filters set a hard boundary on the search results and exclude anything not falling within the categories selected, while sort sets a soft boundary and only changes the sequence of appearance. Sorting helps to organize data by particular attribute or parameter, such as alphabetically or by date or by descending and ascending order.
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27Class Five Video Part 1Video lesson
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28Class Five Video Part 2 (Sort and Filter)Video lesson
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29Class Five Video Part 3Video lesson
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30Class Five Video Part 4Video lesson
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31Class Five Video Part 5Video lesson
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32Class Five Quiz5 questions
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33Class Six: Text (Data Cleaning using Power Query Editor)Preview 3 Hours
Power Query Editor, also known as "Get & Transform" in some versions of Microsoft Excel, is a data analysis tool that allows users to efficiently import, transform, and combine data from various sources.
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34Class Six Video Part 1 (Power Query Editor)Preview Video lesson
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35Class Six Video Part 2Preview Video lesson
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36Class Six Video Part 3Preview Video lesson
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37Class Six Quiz5 questions
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38WEEK 2 ASSIGNMENTAssignment
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39Class Seven; Text (Advance part of data cleaning)3 Hours
What is data cleaning?
Data cleaning, also known as data cleansing, is the process of detecting and correcting errors or inconsistencies in a dataset. This can include tasks like removing duplicate records, correcting spelling mistakes, standardizing date formats, and so on. Data cleaning is important because it ensures that your analysis is based on accurate and consistent data.
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40Class Seven Video Part 1 (Advance part of data cleaning)3 Hours
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41Class Seven Video Part 2Video lesson
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42Class Seven Video Part 33 Hours
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43Class Seven Video Part 4Preview Video lesson
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44Class Seven Quiz5 questions
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45Class Eight; Text (Continuation on data cleaning and Chart)3 Hours
What is data cleaning?
Data cleaning, also known as data cleansing, is the process of detecting and correcting errors or inconsistencies in a dataset. This can include tasks like removing duplicate records, correcting spelling mistakes, standardizing date formats, and so on. Data cleaning is important because it ensures that your analysis is based on accurate and consistent data.
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46Class Eight Video Part 13 Hours
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47Class Eight Video Part 2Video lesson
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48Class Eight Video Part 3Video lesson
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49Class Eight Video Part 4Video lesson
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50Class Eight Video Part 5Video lesson
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51Class Eight Video Part 6Video lesson
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52Class Eight Video Part 7Video lesson
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53Class Eight Video Part 8Preview Video lesson
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54Class Eight Quiz5 questions
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55Class Nine; Text (Chart and Dashboard)3 Hours
1. BUILDING OF DASHBOARD AND SLICERS
A dashboard is a visual representation of data that's designed to provide an at-a-glance overview of key metrics. A dashboard can include a variety of visualizations, like charts, tables, and graphs.
It's a great way to get a quick overview of your data and identify areas that need attention. Dashboards are often used in business intelligence and data analytics applications.
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56Class Nine Video Part 1Preview 3 Hours
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57Class Nine Video Part 2Preview Video lesson
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58Class Nine Video Part 3Preview 3 Hours
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59Class Nine Video Part 4Preview 3 Hours
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60Class Nine Video Part 5Preview 3 Hours
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61Class Nine Video Part 6Preview 3 Hours
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62Class Nine Video Part 7Preview 3 Hours
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63Class Nine Video Part 8Preview 3 Hours
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64Class Nine Video Part 9Preview 3 Hours
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65Class Nine Quiz5 questions
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66WEEK 3 ASSIGNMENTAssignment
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67Class Ten; Text (Formatting Dashboard, Slicers and Correlation)Preview 3 Hours
SLICERS
Slicers provide buttons that you can click to filter tables, or PivotTables. In addition to quick filtering, slicers also indicate the current filtering state, which makes it easy to understand what exactly is currently displayed.
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68Class Ten Video Part 1Video lesson
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69Class Ten Video Part 2Video lesson
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70Class Ten Video Part 3Preview Video lesson
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71Class Ten Video Part 4Preview Video lesson
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72Class Ten Video Part 5Video lesson
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73Class Ten Video Part 6Preview Video lesson
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74Class Ten Video Part 7Preview Video lesson
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75Class Ten Video Part 8Preview Video lesson
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76Class Ten Quiz5 questions
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77Class Eleven; Text (Introduction to Structured Query Language (SQL))Preview 3 Hours
SQL (Structured Query Language) is a programming language designed for managing and querying relational databases. It provides a standardized way to interact with databases. The basic structure of an SQL query involves:
Querying Data
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78Class Eleven Video Part 1Preview Video lesson
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79Class Eleven Video Part 2Preview Video lesson
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80Class Eleven Video Part 3Preview Video lesson
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81Class Eleven Video Part 4Preview Video lesson
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82Class Eleven Video Part 5Preview Video lesson
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83Class Eleven Video Part 6Preview Video lesson
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84Class Eleven Video Part 7Preview Video lesson
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85Class Eleven Video Part 8Preview Video lesson
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86Class Eleven Quiz5 questions
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87Class Twelve; Text (Modifying data within database)Preview 3 Hours
There are three main operations: INSERT, UPDATE, and DELETE.
INSERT Statement -
88Class Twelve Video Part 1Preview Video lesson
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89Class Twelve Video Part 2Preview Video lesson
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90Class Twelve Video Part 3Preview Video lesson
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91Class Twelve Video Part 4Preview Video lesson
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92Class Twelve Video Part 5Preview Video lesson
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93Class Twelve Video Part 6Preview Video lesson
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94Class Twelve Video Part 7Preview Video lesson
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95Class Twelve Video Part 8Preview Video lesson
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96Class Twelve Quiz5 questions
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97WEEK 4 ASSIGNMENTAssignment
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98Class Thirteen; Text (Operators in SQL)3 Hours
OPERATORS IN SQL
Comparison operators (Greater than”>”, Less than “<”, Equal to “=”, Not equal to “!=” “<>”)
Arithmetic operators (Additions, subtractions, division and multiplications)
Logical operators or operational operators (And, Or, Between, In, Like, Not like, Is)
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99Class Thirteen Video Part 1 (Operators in SQL)Preview 3 Hours
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100Class Thirteen Video Part 2Preview Video lesson
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101Class Thirteen Video Part 3Preview 3 Hours
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102Class Thirteen Video Part 4Preview Video lesson
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103Class Thirteen Video Part 5Video lesson
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104Class Thirteen Quiz5 questions
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105Class Fourteen; Text (Logical Operators and Join )3 Hours
Logical operators or operational operators
(And, Or, Between, In, Like, Not like, Is)
And operators, (condition 1 and condition 2 must be settle)
True result –both statements must be settled
False result—condition not satisfied
True + False = False
False + True = False
False + False = False
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106Class Fourteen Video Part 1Video lesson
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107Class Fourteen Video Part 2Preview Video lesson
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108Class Fourteen Video Part 3Preview Video lesson
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109Class Fourteen Video Part 4Preview Video lesson
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110Class Fourteen Video Part 5Preview Video lesson
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111Class Fourteen Video Part 6Preview Video lesson
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112Class Fourteen Video Part 7Preview Video lesson
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113Class Fourteen Video Part 8Preview Video lesson
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114Class Fourteen Video Part 9Preview Video lesson
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115Class Fourteen Quiz5 questions
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116Class Fifteen: Text(Group by statement, Having statement and subquery)Preview 3 Hours
GROUP BY" is only used with aggregate functions like "SUM", "MIN", "MAX", "AVG", and "COUNT". You can't use "GROUP BY" with a regular function that returns a single value, like "ID" or "NAME". Only functions that return a set of values can be used with "GROUP BY"
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117Class Fifteen Video Part 13 Hours
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118Class Fifteen Video Part 2Preview 3 Hours
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119Class Fifteen Video Par 3Preview Video lesson
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120Class Fifteen Quiz5 questions
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121WEEK 5 AssignmentAssignment
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122Class Sixteen: Text(CASE STATEMENT )Preview 3 Hours
The CASE statement is SQL's way of handling if/then logic. The CASE statement is followed by at least one pair of WHEN and THEN statements—SQL's equivalent of IF/THEN in Excel. Because of this pairing, you might be tempted to call this SQL CASE WHEN , but CASE is the accepted term.
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123Class Sixteen Video Part 1Preview 3 Hours
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124Class Sixteen Video Part 2Preview 3 Hours
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125Class Sixteen Video Part 3Video lesson
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126Class Sixteen Video Part 4Preview Video lesson
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127Class Sixteen Video Part 5Preview Video lesson
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128Class Sixteen Video Part 6Preview Video lesson
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129Class Sixteen Video Part 7Preview Video lesson
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130Class Sixteen Video Part 8Preview Video lesson
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131Class Sixteen Quiz5 questions
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132Class Seventeen: Text(TABLE DESIGNER METHOD IN SQL)3 Hours
"Table Designer" feature in SQL Server Management Studio! That's a very useful feature, especially if you're new to SQL. It allows you to visually create a table, instead of writing the "CREATE TABLE" command. It's a quick and easy way to create tables, but it's not as powerful as writing the command yourself.
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133Class Seventeen Video Part 1Video lesson
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134Class Seventeen Video Part 2Preview Video lesson
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135Class Seventeen Video Part 3Preview Video lesson
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136Class Seventeen Video Part 4Preview Video lesson
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137Class Seventeen Video Part 5Preview Video lesson
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138Class Seventeen Video Part 6Preview Video lesson
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139Class Seventeen Video Part 7Preview Video lesson
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140Class Seventeen Video Part 8Preview Video lesson
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141Class Seventeen Quiz5 questions
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142Class Eighteen: Text(Revisions on SQL class)3 Hours
General SQL REVISIONS
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143Class Eighteen Video Part 1Preview Video lesson
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144Class Eighteen Video Part 2Preview Video lesson
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145Class Eighteen Video Part 3Preview Video lesson
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146Class Eighteen Video Part 4Preview Video lesson
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147Class Eighteen Video Part 5Preview Video lesson
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148Class Eighteen Video Part 6Preview Video lesson
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149WEEK 6 ASSIGNMENTAssignment
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150Class Nineteen; Text (INTRODUCTION TO POWER BI)Preview 3 Hours
What is Power BI?
Power BI is a collection of software services, apps, and connectors that work together to turn your unrelated sources of data into coherent, visually immersive, and interactive insights.
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151Class Nineteen Video Part 1Preview Video lesson
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152Class Nineteen Video Part 2Preview Video lesson
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153Class Nineteen Video Part 3Preview Video lesson
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154Class Nineteen Video Part 4Preview Video lesson
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155Class Nineteen Video Part 5Preview Video lesson
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156Class Nineteen Video Part 6Preview Video lesson
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157Class Nineteen Quiz5 questions
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158Class Twenty: Text (The query editor, shaping data, unpivot, append and merge data)3 Hours
The query ribbons
The ribbon in Power Query Editor consists of four tabs: Home, Transform, Add Column, View, Tools, and Help.
The Home tab contains the common query tasks.
The Transform tab provides access to common data transformation tasks, such as:
· Adding or removing columns
· Changing data types
· Splitting columns
· Other data-driven tasks
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159Class Twenty video Part 1Preview 3 Hours
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160Class Twenty video Part 2Preview Video lesson
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161Class Twenty video Part 3Preview Video lesson
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162Class Twenty video Part 4Preview Video lesson
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163Class Twenty video Part 5Preview Video lesson
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164Class Twenty video Part 6Preview Video lesson
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165Class Twenty Quiz5 questions
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166Class Twenty-one; Text (Data modelling and creating chart)3 Hours
A Data model is a collection of tables and relationships that can be used to create a report.
Is techniques use in creating relationship between two or more tables.
Modeling data is about establishing and maintaining relationships so that you can effectively visualize the data in the form that your business requires.
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167Class Twenty-one Video Part 1Preview Video lesson
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168Class Twenty-one Video Part 2Preview Video lesson
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169Class Twenty-one Video Part 3Preview Video lesson
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170Class Twenty-one Video Part 4Preview Video lesson
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171Class Twenty-one Video Part 5Preview Video lesson
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172Class Twenty-one Video Part 6Preview Video lesson
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173Class Twenty-one Quiz5 questions
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174WEEK 7 ASSIGNMENTAssignment
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175Class Twenty-Two; Text (Data Analysis Expression )3 Hours
Data Analysis Expression commonly known as DAX is the formula languages that derives PowerBI.
With DAX you can (a) Add calculated columns and Measures to your model using intuitive syntax. (b) Go beyond the capabilities of traditional “grid style” formulas, with powerful and flexible functions built specifically to work with relative data models.
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176Class Twenty-Two Video Part 1Video lesson
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177Class Twenty-Two Video Part 3Preview Video lesson
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178Class Twenty-Two Video Part 2Preview Video lesson
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179Class Twenty-Two Video Part 4Preview Video lesson
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180Class Twenty-Two Video Part 5Video lesson
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181Class Twenty-Two Video Part 6Video lesson
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182Class Twenty-Two Quiz5 questions
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183Class Twenty-Three; Text (DATE AND TIME FUNCTIONS)3 Hours
Basic date and time functions as well as advance time intelligence operators; common example; DateDiff, YearFranc, Year/Month/Day, Hour/Minute/Second, Today/Now, Weekday/Weekend
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184Class Twenty-Three Video Part 1Video lesson
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185Class Twenty-Three Video Part 2Preview Video lesson
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186Class Twenty-Three Video Part 3Preview Video lesson
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187Class Twenty-Three Video Part 4Video lesson
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188Class Twenty-Three Video Part 5Preview Video lesson
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189Class Twenty-Three Quiz5 questions
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190Class Twenty-Four; Text (Correlation and Regression Analysis)3 Hours
Correlation analysis also known as bivariate, is primarily concerned with finding out whether a relationship exist between variables and then determining the magnitude and action of that relationship.
Correlation analysis in research is a statistical method used to measure the strength of the linear relationship between two variables and compute their association. Simply put - correlation analysis calculates the level of change in one variable due to the change in the other.
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191Class Twenty-Four Video Part 1Preview Video lesson
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192Class Twenty-Four Video Part 2Preview Video lesson
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193Class Twenty-Four Video Part 3Preview Video lesson
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194Class Twenty-Four Video Part 4Preview Video lesson
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195Class Twenty-Four Video Part 5Preview Video lesson
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196Class Twenty-Four Video Part 6Preview Video lesson
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197Class Twenty-Four Quiz5 questions
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198WEEK 8 ASSIGNMENTAssignment

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Data Analysis 2025 (Batch A)
₦200,000
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What is Prerequisite coursesA prerequisite is a specific course that you must complete before you can take another course at the next grade level.