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Retail Analytics In Microsoft Excel Diploma
By Study Plex
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- Completion Certificate
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Highlights
On-Demand course
All levels
Description
Recognised Accreditation
This course is accredited by continuing professional development (CPD). CPD UK is globally recognised by employers, professional organisations, and academic institutions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement.
The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries.
What is CPD?
Employers, professional organisations, and academic institutions all recognise CPD, therefore a credential from CPD Certification Service adds value to your professional goals and achievements.
Benefits of CPD
Improve your employment prospects
Boost your job satisfaction
Promotes career advancement
Enhances your CV
Provides you with a competitive edge in the job market
Demonstrate your dedication
Showcases your professional capabilities
What is IPHM?
The IPHM is an Accreditation Board that provides Training Providers with international and global accreditation. The Practitioners of Holistic Medicine (IPHM) accreditation is a guarantee of quality and skill.
Benefits of IPHM
It will help you establish a positive reputation in your chosen field
You can join a network and community of successful therapists that are dedicated to providing excellent care to their client
You can flaunt this accreditation in your CV
It is a worldwide recognised accreditation
What is Quality Licence Scheme?
This course is endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries.
Benefits of Quality License Scheme
Certificate is valuable
Provides a competitive edge in your career
It will make your CV stand out
Course Curriculum
Course Introduction | |||
Introduction | 00:03:00 | ||
Part 1: Forecasting | |||
Basics of Forecasting | 00:05:00 | ||
Creating Linear Model with Trendlines | 00:08:00 | ||
1.1 Getting Data Ready For Regression Model | |||
Gathering Business Knowledge | 00:03:00 | ||
Data Exploration | 00:03:00 | ||
The Data and the Data Dictionary | 00:07:00 | ||
Univariate analysis and EDD | 00:03:00 | ||
Discriptive Data Analytics in Excel | 00:10:00 | ||
Outlier Treatment | 00:04:00 | ||
Identifying and Treating Outliers in Excel | 00:04:00 | ||
Missing Value Imputation | 00:03:00 | ||
Identifying and Treating missing values in Excel | 00:04:00 | ||
Variable Transformation in Excel | 00:03:00 | ||
Dummy variable creation: Handling qualitative data | 00:04:00 | ||
Dummy Variable Creation in Excel | 00:07:00 | ||
Correlation Analysis | 00:09:00 | ||
Creating Correlation Matrix in Excel | 00:08:00 | ||
1.2 Forecasting Using Regression Model | |||
The Problem Statement | 00:01:00 | ||
Basic Equations and Ordinary Least Squares (OLS) method | 00:08:00 | ||
Assessing accuracy of predicted coefficients | 00:14:00 | ||
Assessing Model Accuracy: RSE and R squared | 00:07:00 | ||
Creating Simple Linear Regression model | 00:02:00 | ||
Multiple Linear Regression | 00:05:00 | ||
The F - statistic | 00:08:00 | ||
Interpreting results of Categorical variables | 00:05:00 | ||
Creating Multiple Linear Regression model | 00:07:00 | ||
1.3 Handling Special Events Like Holiday Sales | |||
Forecasting in presence of special events | 00:02:00 | ||
Excel: Running Linear Regression using Solver | 00:08:00 | ||
Excel: Including the impact of Special Events | 00:22:00 | ||
1.4 Identifying Seasonality & Trend for Forecasting | |||
Models to identify Trend & Seasonality | 00:06:00 | ||
Excel: Additive model to identify Trend & Seasonality | 00:09:00 | ||
Excel: Multiplicative model to identify Trend & Seasonality | 00:06:00 | ||
Market Basket Analysis | |||
Market Basket and Lift - Introduction | 00:08:00 | ||
Named Ranges - Excel | 00:10:00 | ||
Indirect Function - Excel | 00:05:00 | ||
2-way lift calculation in Excel | 00:11:00 | ||
2-way lift calculation - Dynamic | 00:07:00 | ||
2-way lift data table creation | 00:07:00 | ||
3-way lift calculation | 00:19:00 | ||
Store Layout optimization using Lift values | 00:15:00 | ||
RFM (Recency, Frequency, Monetary) Analysis | |||
RFM (recency, frequency, monetary) Analysis | 00:08:00 | ||
RFM Analysis in Excel- Part 1 | 00:16:00 | ||
RFM Analysis in Excel- Part 2 | 00:12:00 | ||
Part 2: Pricing | |||
Part 2: Pricing | |||
Steps of setting a Pricing policy | 00:03:00 | ||
Different Pricing Objectives | 00:07:00 | ||
2.1 Estimating Demand | |||
Estimating Demand | 00:07:00 | ||
Forms of Demand Curve | 00:02:00 | ||
Excel: Estimating Linear Demand Curve | 00:08:00 | ||
Excel: Estimating Power Demand curve with Elasticity | 00:05:00 | ||
Excel: Estimating Power Demand Curve with points | 00:03:00 | ||
Subjective Demand curve | 00:01:00 | ||
Excel: Estimating Subjective Demand Curve | 00:02:00 | ||
2.3 Evaluating Pricing Strategies | |||
Price Bundling | 00:07:00 | ||
Types of Bundling | 00:08:00 | ||
The Bundling Problem | 00:04:00 | ||
Excel: Solving Bundling problem Part 1 | 00:14:00 | ||
Excel: Solving Bundling problem Part 2 | 00:08:00 | ||
Non-Linear Pricing Strategies | 00:03:00 | ||
Excel: Solving Bundling problem (Price Reversal) | 00:08:00 | ||
3.1 Lifetime Customer Value | |||
Lifetime Customer Value - Key concepts | 00:09:00 | ||
Lifetime Customer Value - Excel model | 00:11:00 | ||
3.2 Variations And Sensitivity Analysis | |||
Sensitivity Analysis in Excel | 00:07:00 | ||
Variations in finding customer value | 00:07:00 | ||
Appendix 1: Excel Crash Course | |||
Basics | 00:08:00 | ||
Worksheet Basics | 00:16:00 | ||
Entering values and Formulas | 00:07:00 | ||
Data Handling Basics - Cut, Copy and Paste | 00:14:00 | ||
Saving and Printing - Basics | 00:09:00 | ||
Basic Formula Operations | 00:13:00 | ||
Mathematical Formulas | 00:19:00 | ||
Textual Formulas | 00:17:00 | ||
Logical Formulas | 00:11:00 | ||
Date-Time Formulas | 00:07:00 | ||
Lookup Formulas ( V Lookup, Hlookup, Index-Match ) | 00:08:00 | ||
Data Tools | 00:19:00 | ||
Formatting data and tables | 00:18:00 | ||
Pivot Tables | 00:08:00 | ||
Advance Excel- Solver, Data tables | 00:15:00 | ||
Assessment | |||
Assessment - Retail Analytics In Microsoft Excel Diploma | 00:10:00 | ||
Obtain Your Certificate | |||
Order Your Certificate of Achievement | 00:00:00 | ||
Get Your Insurance Now | |||
Get Your Insurance Now | 00:00:00 | ||
Feedback | |||
Feedback | 00:00:00 |
About The Provider
Study Plex
Birmingham
Study Plex is a company focused on providing a range of learning and development opportunities, to entertain and educate our learner base through the use of modern learning technology.
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