Curriculum
8 Sections
117 Lessons
10 Weeks
Expand all sections
Collapse all sections
Advance Excel
39
1.1
Quick review on MS Excel Options, Ribbon, Sheets
1.2
Saving Excel File as PDF, CSV and Older versions
1.3
Using Excel Shortcuts with Full List of Shortcuts
1.4
Copy, Cut, Paste, Hide, Unhide, and Link the Data in Rows, Columns and Sheet
1.5
Using Paste Special Options
1.6
Formatting Cells, Rows, Columns and Sheets
1.7
Advanced Filtering in Excel
1.8
Grouping & Subtotal in Excel
1.9
Protecting & Unprotecting Cells, Rows, Columns and Sheets with or without Password
1.10
Page Layout and Printer Properties
1.11
Working with Formulas / function
1.12
Lookup and Reference Functions: VLOOKUP, HLOOKUP, INDEX, MATCH, etc
1.13
Logical Function: IF / ELSE, AND, OR, NOT, TRUE, NESTED IF/ELSE etc
1.14
Database Functions
1.15
Date & Time Functions: DATE, DATEVALUE, DAY, DAY360, SECOND, MINUTES, HOURS, NOW, TODAY, MONTH, YEAR, YEARFRAC, TIME, WEEKDAY, WORKDAY
1.16
Information Functions
1.17
Math & Trigonometry Functions: RAND, ROUND, CEILING, FLOOR, INT, LCM, EVEN, SUMIF
1.18
Statistical Functions: AVEDEV, AVERAGE, AVERAGEA, AVERAGEIF, COUNT, COUNTA, COUNTBLANK,COUNTIF, MAX, MAXA,MIN, MINA, STDEVA
1.19
Text Functions: LEFT, RIGHT, TEXT, TRIM, MID, LOWER, UPPER, PROPER, REPLACE, REPT, FIND, SEARCH, SUBSTITUTE, TRIM, TRUNC, CONVERT, CONCATENATE.
1.20
Conditional Formatting
1.21
Using Conditional Formatting
1.22
Using Conditional Formatting with Multiple Cell Rules
1.23
Using Color Scales and Icon Sets in Conditional Formatting
1.24
Creating New Rules and Managing Existing Rules
1.25
Data Lock & Protection
1.26
Advance Charts in Excel
1.27
Area Charts and Surface Charts
1.28
Trend line Charts and Candle Stick
1.29
Charts and Pie Charts
1.30
XY (Scatter Charts)
1.31
Time Series Charts and Bubble Charts
1.32
Radar Charts and Doughnut Charts
1.33
Rotating 3D Excel Charts
1.34
Working with Fill Series & Go to Special
1.35
Consolidation in Excel
1.36
What if Analysis in Excel
1.37
-Goal Seek
1.38
-Scenario Manager
1.39
-Data Table
AI Automation with Excel
6
2.1
Working with Histogram
2.2
Helps in summarize discrete or continuous data
2.3
Helps in identifying the most efficient pricing plans in sales & marketing
2.4
It will determine the issues with a certain process
2.5
Calculating peak time hours in restaurants & Hospitals
2.6
To identify the trading potential
Regression Analysis in Excel
5
3.1
To Measure the Effectiveness of the Marketing Campaigns, Pricing, And Promotions On Sales Of A Product
3.2
Used To Analyse Categorical Data
3.3
Commonly Used In Understanding Customer Behaviour
3.4
To Understand the Relationship between a Company’s Stock Price & The Company’s Quarterly Earnings
3.5
Credit Risk Assessment
Working With Forecasting
5
4.1
Sales Forecasting
4.2
Demand Forecasting
4.3
Forecasting For Decision Making
4.4
Being Able To Generate Scenarios – Optimistic, Pessimistic, What If We Win This Tender?
4.5
Know How To Capture Information About Significant Market Events.
Solving Complex Data Using The Power Query In Excel
0
Professional Dashboards In Excel
5
6.1
Interactive Sales Dashboard In Excel
6.2
Bank & Marketing Dashboard
6.3
Interactive HR Dashboard In Excel
6.4
Project Management Dashboard In Excel
6.5
Call Centre Dashboard In Excel
Microsoft Power BI
34
7.1
COMPONENTS OF POWER BI: DESKTOP, SERVICE, AND MOBILE APPS
7.2
BENEFITS AND APPLICATIONS OF POWER BI
7.3
POWER BI ARCHITECTURE OVERVIEW
7.4
INSTALLING AND SETTING UP POWER BI DESKTOP
7.5
CONNECTING TO DATA SOURCES (EXCEL, CSV, ONLINE SERVICES, ETC.)
7.6
Dashboards Creation
7.7
CLEANING AND TRANSFORMING DATA
7.8
HANDLING MISSING DATA SPLITTING AND MERGING COLUMNS
7.9
DATA FORMATTING AND STANDARDIZATION WORKING WITH RELATIONSHIPS BETWEEN TABLES
7.10
CREATING CUSTOM COLUMNS AND MEASURES WITH DAX (DATA ANALYSIS EXPRESSIONS)
7.11
CREATING RELATIONSHIPS BETWEEN TABLES UNDERSTANDING
7.12
CALCULATED COLUMNS AND MEASURES
7.13
MANAGING MODEL PERFORMANCE WITH OPTIMIZATION TECHNIQUES
7.14
CREATING BASIC CHARTS: BAR, LINE, PIE, AND COLUMN CHARTS
7.15
ADVANCED VISUALS: SCATTER PLOTS, MAPS, FUNNEL CHARTS, & GAUGES USING SLICERS, FILTERS, & DRILL-THROUGHS.
7.16
CREATING AND CUSTOMIZING DASHBOARDS FORMATTING AND STYLING REPORTS FOR BETTER USER EXPERIENCE USING POWER BI MARKETPLACE FOR CUSTOM VISUALS
7.17
DAX (DATA ANALYSIS EXPRESSIONS)
7.18
CALCULATED COLUMNS AND MEASURES
7.19
AGGREGATION FUNCTIONS (SUM, AVERAGE, COUNT)
7.20
TIME INTELLIGENCE FUNCTIONS (YTD, MTD, QTD)
7.21
PUBLISHING AND SHARING
7.22
PUBLISHING REPORTS TO POWER BI SERVICE
7.23
CREATING DASHBOARDS IN POWER BI SERVICE
7.24
SHARING REPORTS AND DASHBOARDS WITH OTHERS
7.25
EXPORTING REPORTS TO PDF
7.26
POWER BI FOR BUSINESS USE CASES
7.27
SALES ANALYSIS
7.28
FINANCIAL REPORTING
7.29
CONNECTING POWER BI DESKTOP WITH MOBILE FOR REAL TIME ANALYSIS
7.30
CASE STUDIES AND LIVE PROJECTS
7.31
RETAIL ANALYSIS DASHBOARDS
7.32
TELECOM CHURN RATE DASHBOARD
7.33
OLA COMPANY DASHBOARD
7.34
BLINKIT ANALYSIS DASHBOARD
Database design with SQL
23
8.1
INTRODUCTION
8.2
WHAT IS A DATA WAREHOUSE ?
8.3
STAR SCHEMA
8.4
PROJECT MANAGEMENT DASHBOARD IN EXCEL
8.5
OLAP VS. OLTP
8.6
SETL
8.7
ENTITY CONSTRAINTS
8.8
DDL AND DML STATEMENTS
8.9
SQL STATEMENTS AND OPERATORS
8.10
AGGREGATE FUNCTIONS
8.11
ORDERING
8.12
STRING AND DATE-TIME FUNCTIONS
8.13
REGULAR EXPRESSIONS
8.14
NESTED QUERIES
8.15
CTES
8.16
VIEWS
8.17
SET THEORY
8.18
TYPES OF JOINS
8.19
TYPES OF JOINS: A DEMONSTRATION
8.20
OUTER JOINS: A DEMONSTRATION
8.21
VIEWS WITH JOINS
8.22
SET OPERATIONS WITH SQL
8.23
ASSIGNMENT & CASE STUDY
Business analytics with AI
Curriculum
This content is protected, please
login
and enroll in the course to view this content!
Your Website
Modal title
Main Content
