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Data Analysis Certification Training

Deriving Insights from Data is an Art – Excel it.
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Why Should You Take Data Analysis?

  • Data is the foundation of Digital age. The ability to analyze data properly, communicate data analysis results, and make an impact with data is a critical skill today.
  • IBM, claims that the annual demand for data Analysts will lead to 700,000 new recruitments by 2020.
  • A data Analysis career choice will fetch you an average salary of 95,000 USD - 110,000 USD.

Course Curriculum

It stretches your mind, think better and create even better.
1

Introduction to Excel

Customizing tabs, options in excel

Name managers

Data validation: Options in data validation for list, whole numbers, dates

Using name manager for data validation

Sorting

Custom sorting

Subtotals

Sorting left to right

Advanced sorting with multiple options

Advanced filter options

Sorting and filtering with color options

Pivot tables

Short cuts to create pivot tables

Changing row and column labels

Custom format tables and default tables

Changing number formats

Value field settings and summarizing values by 11 different options

Value field settings and showing values as different options

Grouping of continuous fields

Pivot charts, compared regular charts

Slicers, Slicer settings, advanced slicer

Calculated fields in pivot tables

Vlookup and Hlookup

Syntax for Vlookup

What-if there are errors

Vlookup with data validation

Approximation for Vlookup

Using column function for dynamic column numbers

Using Choose function to select a table for Vlookup

Using Match function to identify column number

Locking cells for absolute and relative cells

Formulae

Auto sum functions

Logical functions

Text functions

Date and Time functions

Lookup and reference functions

Information functions

Charts

Column charts

Line charts

Pie charts, Pie in pie and Bar of pie, Donut

Stacker bar and clustered bar charts

Area

Scatter charts

Radar charts

Tree maps

Histogram

Waterfall

Funnel

Combo

Conditional formatting

Duplicate values

Alternate rows

Multiple criteria

Negative numbers

Gantt charts and Formula

Advanced topics

What-if analysis

Text to columns

Flash fill

Remove duplicates, Consolidate

Grouping, ungrouping and sub-totals

Freezing and unfreezing panes

2

Start

Understanding the start pane

Connecting to data source

Data sources that can be connected

Various file formats

Bookmarks

TDS, TDE

Connecting to excel, Joins, Splitting data

Live and extract

Dimensions and measures

Clearing sorts and filters

Views: Standard fit width and height

Drilling down

Expanding the marks in pane

Swapping axis

Renaming sheets

Editing color pane

Adding highlighters

Understanding show me

Sorting and hierarchy

Data pane and analytics pane

Different view options at bottom of sheet

Managing data and extracts

Hiding and unhiding fields

Creating folders to move dimensions and measures

Adding default colors and properties

Adding multiple data sources

Extracting workbook

Replacing data sources

Data cleansing

Database joins

Blending

Sorting and Filtering

Default charts

Highlighter for color and shape

Sorting from axis, color, category, manually and clearing sort

Creating groups from pane, manually, visually, parameters, and bins

Adding filter, show filter, wildcards, Top N parameters

Discrete and continuous dates

Types of filters: Applying to specific sheets, Editing page shelf

Hiding cards

Sets and parameters

Sets

Parameters

Tool tips

Cluster analysis

Formatting

Dashboards and storyboards

Building dashboards

Hiding and unhiding sheets

Interface between sheets, dashboard and storyboard

Elements in dashboard

Formatting

Actions in dashboard

Device designer

Story points

Charts

Word cloud

Bump charts

Box and whisker

Funnel

Step and Line

Pareto

Waterfall

Donut

Lollipop

Pie

Heat map

Waffle

Show me charts

Calculations

Basic syntax

Regular calc and table calc

Adding totals

Date calc

Logic calc

String calc

Number calc

LODs

Maps

Mapbox

WMS>Layers

Converting geo to non-geo

Chart default

Options for maps

Unrecognized locations

Groups

3

Basics

Selections

Importing data

Scripting basics

Configuring sheets

Creating and configuring sheets

List boxes

Input boxes

Pivots and Sets

Pivot tables

Set analysis

Lookup and apply map functions

Expressions

List boxes

Joins

Sliders

Resident load

Text objects

Statistics box

Creating PDFs

Scripting basics

Cyclic dimensions

Multiple topics

Table box

Multi box

Button objects

Combo charts

Expressions

Bar charts

Line charts

Pie charts

Scatter charts

Load inline

Concatenation

Straight table

Waterfall

Block charts

Trellis bar

Grid charts

Mekko

Funnel

Mini

Interchanging bar and Line

Radar

Step/line

Magic quadrant

Heat map

References in chart

Custom labels

Bookmarks

Before and after functions

Triggers

Pareto

Container objects

Search objects

4

Overview

Creating blank database

Creating table at backend table design view

Adding data

Creating select query

Queries

Query criteria

Action queries

Create queries

Delete query

Table query

Parameter queries

Relationships

Defining relationships between tables

One-One

One-many

Many-many

Wildcards

Calculated expressions

Indexing

Grouping

Summarizing data

Joins

Inner

Outer

Left

Right

Self

Query wizard

Forms

Multiple forms

Split forms

Modify forms

Themes

Navigation forms

Combo box

SQL view

Formatting

Controls and properties

Reports basics

Formatting reports

Functions

5

Intro

Syntax

Select

Distinct

Where

And Or Not

Order By

Insert into

Null values

Update

Delete

Top

Min and Max

Count, Avg, sum

Like

Wildcards

In

Between

Alias

Joins

Inner

Left

Right

Full

Self

Union

Group By

Having

Exists

Create table

Drop table

Alter table

Not null

Unique

Primary key

Default

Views

Operators

6

Introduction

Intro

Connecting to database, basic transformation

Managing queries, splitting columns

Modifying data types

Dates

Re-ordering columns, conditional columns

Connecting to folders

Merge queries

Query dependency

Transform data

Enter data

Query parameter

Data modeling

Data modeling

Data relationships

Calculated columns

Quick measures

Optimize models

Calculated measures

Hierarchies

Calculated tables

Time intelligence

Insert new data tables

Include/Exclude

Grouping and Binning

Visualizations

Create and format visualizations

Hierarchical axis and concatenating

Filters

Combo charts

Forecasting

Clustering data

Slicers

Data behind visualization

Date slicers

Maps, ESRI maps

Tables and matrixes

Table style

Scatter charts

Waterfall and funnel charts

Gauge, cards and KPIs

Coloring charts

Shapes, grid lines, page settings

Duplicates, categories with no data

Aligning, hierarchies

Charts

Combo charts

Custom visual store

Date slicer

Waterfall and funnel charts

Grouping and binning

Map visualizations

Report measures

Tables and matrices

Turn off visual headers

Persistent filters

Sync slicers

Buttons

Custom date tables

Default summarization

Measure filtering

Excel data and collaboration

Upload an excel table

Excel data with BI content

Pinning excel tables

Analyze in excel

Workspaces

Power BI service

Overview of dashboards

Publish from Power BI

Get insights

Pinning on dashboards, dashboard tiles, display options

Adding widgets

Navigating content

Filter the list in navigating pane

Dashboard settings

Sharing, print and export dashboards

Focus mode

Export to csv or excel or ppt

Notifications, alerts

Subscriptions

Publishing

send

Download

curriculum

Projects

Learn and absorb new things with creative projects.

Global warming

A deep dive analysis on how the average temperatures have been on a rise during the last century. This is to understand which are those countries who were impacted or contributed to this climate change.

IPL

A thorough analysis of team/player performance across different venues / seasons against different opposition. This is to draw insights and predict the future performance of the player on the probability of his success or failure against a given set of opponent and at a particular venue.

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