Price, Retail Marketing & Excel Analytics With Machine Learning

Develop the confidence and competence in Linear regression, marketing & retail analytics and management to become a professional data scientist, machine learning engineer, marketing analyst & retail manager with this ultimate bundle Price, Retail Marketing & Excel Analytics With Machine Learning course!

What you’ll get:

This bundle package features the following courses, offering an incredible learning opportunity to enter the professional world and impress your potential employers with an extensive knowledge base and top-notch skills!

1. Pricing Strategy and Analytics
2. Pricing Strategies and Price Analytics
3. Retail Business Management and Retail analytics
4. Machine Learning
5. Excel Analytics - Linear Regression Analysis

This bundle Price, Retail Marketing & Excel Analytics With Machine Learning course is perfect for beginners who are new to Linear regression, marketing & retail analytics and management and want to kickstart their career as well as those professionals who want to further climb the ladder of success and set themselves apart from other employees.

This extensive Price, Retail Marketing & Excel Analytics With Machine Learning course has been designed to equip you with the essential knowledge and skills needed to become a confident data scientist, machine learning engineer, marketing analyst & retail manager and will give you all the knowledge & credentials that you need to excel in your new role.

If you are aspiring to start your career as a data scientist, machine learning engineer, marketing analyst & retail manager or you just want to boost your knowledge and skills on Linear regression, marketing & retail analytics and management, but don’t know where to start, then this Price, Retail Marketing & Excel Analytics With Machine Learning course will set you up with the appropriate skills and expertise needed to take your professionalism to the next level.

This comprehensive Price, Retail Marketing & Excel Analytics With Machine Learning course will give you all the necessary skills and a valuable insight into Linear regression, marketing & retail analytics and management to boost your career in this field and possibilities, by getting the essential skills and knowledge you’ll need from this Price, Retail Marketing & Excel Analytics With Machine Learning course. There are always new skills to learn and new knowledge to accumulate when you work as a data scientist, machine learning engineer, marketing analyst & retail manager, this Price, Retail Marketing & Excel Analytics With Machine Learning course will fully prepare you to embrace all of the essentials skills and knowledge in this field.

Whether you’re a beginner seeking to learn the basics of Linear regression, marketing & retail analytics and management or a professional wanting to stand out from the crowd with a unique skill set, you’ve come to the right place! It’s time to put your passion to work and lay the groundwork for a rewarding career by enrolling in this Price, Retail Marketing & Excel Analytics With Machine Learning!

This bundle Price, Retail Marketing & Excel Analytics With Machine Learning course aims to equip you with the industry-best knowledge, skills, and resources in your chosen field to put your career on the fast track to success. This bundle Price, Retail Marketing & Excel Analytics With Machine Learning course features 5 premium courses to transform you from an amateur into an expert data scientist, machine learning engineer, marketing analyst & retail manager.

On successful completion of this comprehensive, bundle Price, Retail Marketing & Excel Analytics With Machine Learning course, you will gain an in-depth understanding of Pricing Strategy and Analytics and acquire exceptional practical skills with Pricing Strategies and Price Analytics to excel as a successful data scientist, machine learning engineer, marketing analyst & retail manager in the competitive industry. This bundle Price, Retail Marketing & Excel Analytics With Machine Learning course will enable you to apply your knowledge in real life and make a real difference.

What to Expect

You can expect this bundle course to:

• Set you up with the appropriate skills and expertise needed to succeed
• Fully enhance your skillset, polishing your team leading and active monitoring skills
• Equip you with a full range of the necessary skills to propel your career
• Give you a competitive edge in the crowded marketplace

Enrol today and get started on your journey to improve your career prospects with the latest skills and the power of self-belief!

Why Learn with Us?

• We have taught and certified more than 50,000+ students and organisations worldwide
• We are committed to helping students start new careers or advance in their chosen career paths
• We have Award-winning Customer Support, and we’re proud of it
• We believe in you. Your success is our success

The Price, Retail Marketing & Excel Analytics With Machine Learning is one of our most popular training courses and is perfect for those individuals who want to start a new career path as a data scientist, machine learning engineer, marketing analyst & retail manager, as well as established professionals who want to test their existing abilities and learn the latest techniques.

Course Curriculum

This comprehensive Price, Retail Marketing & Excel Analytics With Machine Learning course has been divided into 5 interactive lessons. This makes for a more stimulating and comprehensive study of all the essential areas of Linear regression, marketing & retail analytics and management, which also means that learners will be able to absorb the knowledge in manageable and intuitive segments and retain the vital information without even realising it.

This fully inclusive Price, Retail Marketing & Excel Analytics With Machine Learning course includes the following modules:

Learn how to increase your expertise in Linear regression, marketing & retail analytics and management by taking the following modules of this popular Price, Retail Marketing & Excel Analytics With Machine Learning course.

**Pricing Strategy and Analytics**

Introduction

• Welcome to the course

Step 1: Pricing Policy and Pricing Objective

• 6 Steps of Setting a Pricing Policy
• Different Pricing Objectives

Step 2: Estimating Demand

• Estimating Demand
• Forms of Demand Curve
• Excel: Estimating Linear Demand Curve
• Excel: Estimating Power Demand curve with Elasticity

Step 3: Estimating Costs

• Estimating the cost function
• Excel: Modeling Cost Function and Maximizing Profit
• Including effect of complementary goods
• Excel: Effect of complementary goods

Step 4: Analyzing competitors

• Analyzing Competitors

Step 5a : Price Bundling Strategy

• Price Bundling
• Types of Bundling
• The Bundling Problem
• Excel: Solving Bundling problem Part 1
• Excel: Solving Bundling problem Part 2
• Excel: Solving Bundling problem (Price Reversal)

**Pricing Strategies and Price Analytics**

Introduction

• Introduction

Lifetime Customer value

• Lifetime Customer Value – Key Concepts
• Lifetime Customer Value – Excel model

Variations and Sensitivity Analysis

• Sensitivity Analysis in Excel
• Variations in finding customer value

Monte Carlo Simulation

• Monte Carlo Simulation – Introduction
• Monte Carlo Simulation – Example
• Problem Statement
• Monte Carlo Simulation in Excel: Part 1
• Monte Carlo Simulation in Excel: Part 2
• Monte Carlo Simulation in Excel: Part 3

The following module of the Price, Retail Marketing & Excel Analytics With Machine Learning course will give the exact set of skills and information base that you’ll need to succeed in your chosen career path of Linear regression, marketing & retail analytics and management.

**Retail Business Management and Retail analytics**

Course Introduction

• Introduction

Part 1: Forecasting

• Basics of Forecasting
• Creating Linear Model with

1.1 Getting Data ready for Regression Model

• Gathering Business Knowledge
• Data Exploration
• The Data and the Data Dictionary
• Univariate analysis and EDD
• Discriptive Data Analytics in Excel
• Outlier Treatment
• Identifying and Treating Outliers in Excel
• Missing Value Imputation
• Identifying and Treating missing values in Excel
• Variable Transformation in Excel
• Dummy variable creation: Handling qualitative data
• Dummy Variable Creation in Excel
• Correlation Analysis
• Creating Correlation Matrix in Excel

1.2 Forecasting using Regression Model

• The Problem Statement
• Basic Equations and Ordinary Least Squares (OLS) method
• Assessing accuracy of predicted coefficients
• Assessing Model Accuracy: RSE and R squared
• Creating Simple Linear Regression model
• Multiple Linear Regression
• The F – statistic
• Interpreting results of Categorical variables
• Creating Multiple Linear Regression model

1.3 Handling Special events like Holiday sales

• Forecasting in presence of special events
• Excel: Running Linear Regression using Solver
• Excel: Including the impact of Special Events

1.4 Identifying Seasonality & Trend for Forecasting

• Models to identify Trend & Seasonality
• Excel: Additive model to identify Trend & Seasonality
• Excel: Multiplicative model to identify Trend & Seasonality

Market Basket Analysis

• Market Basket and Lift – Introduction
• Named Ranges – Excel
• Indirect Function – Excel
• 2-way lift calculation in Excel
• 2-way lift calculation – Dynamic
• 2-way lift data table creation
• 3-way lift calculation
• Store Layout optimization using Lift values

**Machine Learning**

Welcome to the course

• Introduction

Setting up R Studio and R crash course

• Installing R and R studio
• Basics of R and R studio
• Packages in R
• Inputting data part 1: Inbuilt datasets of R
• Inputting data part 2: Manual data entry
• Inputting data part 3: Importing from CSV or Text files
• Creating Barplots in R
• Creating Histograms in R

Basics of Statistics

• Types of Data
• Types of Statistics
• Describing the data graphically
• Measures of Centers
• Measures of Dispersion

Data Preprocessing for Regression Analysis

• Gathering Business Knowledge
• Data Exploration
• The Data and the Data Dictionary
• Importing the dataset into R
• Univariate Analysis and EDD
• EDD in R
• Outlier Treatment
• Outlier Treatment in R
• Missing Value imputation
• Missing Value imputation in R

Linear Regression Model

• The problem statement
• Basic equations and Ordinary Least Squared (OLS) method
• Assessing Accuracy of predicted coefficients
• Assessing Model Accuracy – RSE and R squared
• Simple Linear Regression in R

**Excel Analytics - Linear Regression Analysis**

Getting Data Ready for Regression Model

• Transportation Problem in Excel using Goal Seek
• Gathering Business Knowledge
• Data Exploration
• The Data and the Data Dictionary
• Univariate analysis and EDD
• Discriptive Data Analytics in Excel
• Outlier Treatment
• Identifying and Treating Outliers in Excel
• Missing Value Imputation

Creating Regression Model

• The Problem Statement
• Basic Equations and Ordinary Least Squares (OLS) method
• Assessing accuracy of predicted coefficients
• Assessing Model Accuracy: RSE and R squared
• Creating Simple Linear Regression model
• Multiple Linear Regression
• The F – statistic
• Interpreting results of Categorical variables

Certificate of Achievement from Knowledge Door

On completion of the Price, Retail Marketing & Excel Analytics With Machine Learning course, you will be eligible to obtain the certificate of achievement from Knowledge Door to evidence your new skill and accomplishment, as well as your knowledge and skill set. The certification is available in PDF format, at the cost of £12, or a hard copy can be sent via post at the cost of £35.

This comprehensive Price, Retail Marketing & Excel Analytics With Machine Learning course is ideal for anyone who is looking to improve their skills and move on to more challenging roles in this sector. Completion of the Price, Retail Marketing & Excel Analytics With Machine Learning course will prove your learning potential and provide the impetus to boost their career into whatever direction they choose but gaining an up-to-date perspective of everything involving Linear regression, marketing & retail analytics and management.

The Price, Retail Marketing & Excel Analytics With Machine Learning course will provide both established professionals and relative newcomers to Linear regression, marketing & retail analytics and management with some real advantages, earning extensive knowledge acquiring new skills which will make any candidate’s CV stand out in a crowded marketplace.

There is no previous experience or specific entry requirements needed to enrol into this Price, Retail Marketing & Excel Analytics With Machine Learning course, any student from any background, and of any age, can enrol into this course and learn at their own pace.

As long as you are seventeen years old, have a basic knowledge of the Linear regression, marketing & retail analytics and management and are relatively comfortable with rudimentary IT skills, you will be eligible to enrol into this Price & Excel Analytics With Machine Learning course.

This Price & Retail Marketing With Machine Learning course will bring you new opportunities and new possibilities in an ever-changing job market. Gain the latest techniques, theories, knowledge and confidence that you’ll need to procure the dream job you’ve been looking for. To achieve all this and to gather more valuable credits on your CV, this course could be a critical part of your future.

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