Master the skills you need to propel your career forward in retail analytics and management. Equip yourself with the essential knowledge and skillset that make you a confident machine learning engineer and take your career to the next level. This comprehensive course is designed to help you reach your professional goals.
The skills and knowledge that you will gain through studying this retail analytics in microsoft excel diploma course will help you get one step closer to your professional aspirations and develop your skills for a rewarding career.
This comprehensive course will teach you the theory of effective retail analytics and management practice and equip you with the essential skills, confidence and competence to assist you in the retail analytics and management industry. You’ll gain a solid understanding of the core competencies required to drive a successful career in retail analytics and management.
Learn from expert tutors with industry experience, teaching you the latest expertise and best practice. This extensive course is designed for retail analytics and management professionals who are aspiring to specialise in retail analytics and management. Earn industry-recognised credentials to demonstrate your new skills and add extra value to your CV.
Enrol today and take the next step towards your personal and professional goals.
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Who is this course for?
This course is suitable for all skill levels and backgrounds. Whether you want to advance your career prospects, learn a new skill, or broaden your educational horizons this course will help you to gain a solid understanding of the core competencies required to drive a successful career in your chosen industry.
Eligibility & Requirement
The course is open to students of all academic backgrounds aiming to enhance their skills.
At Study Plex, we invite everyone to learn. This course is open to anyone aged 16 and over.
If you have a basic grasp of English, numeracy and ICT, you will be eligible to enrol.
Explore new skills
Equip yourself with the essential skills, confidence and competence to assist you in your chosen industry.
Accelerate your career
Learn the most in-demand skills, get certified and level up your career. This online training course is designed to help you reach your professional goals.
Make your CV stand out
Earn industry-recognised credentials to demonstrate your new skills and add extra value to your CV.
Grow your career by earning prestigious certifications and add extra value to your CV. On successful completion of your course, you will be eligible to order your certificate of achievement to demonstrate your new skills. You can also share this certificate with prospective employers and your professional network which will help you to drive a successful career in your chosen industry. Certificate of achievement from Study Plex can be obtained in PDF format at the nominal fee of £12; there is an additional fee to get a printed copy certificate which is £39.
This course will equip you with the essential skills and credentials to demonstrate your new skills and add extra value to your CV. On successful completion of the course, you will gain a solid understanding of the core competencies required to drive a successful career in your chosen industry.
|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|
|The Data and the Data Dictionary||00:07:00|
|Univariate analysis and EDD||00:03:00|
|Discriptive Data Analytics in Excel||00:10:00|
|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|
|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|
|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|
|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|
|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|
|Lookup Formulas ( V Lookup, Hlookup, Index-Match )||00:08:00|
|Formatting data and tables||00:18:00|
|Advance Excel- Solver, Data tables||00:15:00|
|Obtain Your Certificate|
|Order Your Certificate of Achievement||00:00:00|
What happens after I register ?
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I am outside the UK; can I enrol for this course?
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Can I study from a smartphone or a tab?
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What is the next step after completing the course?
- Upon successfully completing the course you can order your certificate of achievement as proof of your new skill.
Why you should train with Study Plex
Learn from industry experts, with learning materials designed to be engaging and easy-to-follow
Learn The Latest skills
Learn the most in-demand skills, get certified and level up your career
Take control of your learning. Study at a time and pace that suits you, from anywhere, on any device 24/7
Earn industry-recognised credentials to demonstrate your new skills and add extra value to your CV