Role of Observation Methods in Product Development and Management
Case Methods Analysis
Measurement and Scaling
Discrete Measurement Scales
Continuous Measurement Scales
Reliability and Validity of Scales
Types of Analysis for Different Types of Scales
Useful Scales for Product Management
Introduction to Questionnaire Design
Basic Rules of Questionnaire Design
Critical Aspects of Questionnaire Design
Piloting and Evaluation of Questionnaire
Data Preparation
Missing Value and Imputation of Missing Value
Data Coding
Data Entry
Data Arrangement for Suitable Analysis
Secondary Data Analytics
Survey Analytics
Importance of Statistics in Product Management
What is Descriptive Product Analytics?
Describe Basic Descriptive Statistics
Analysis and Application of Basic Descriptive statistics
Correlation Analysis
Demonstration of Correlation in the case Chic-Chicken: Marketing Research Decision
Hypothesis Testing and Level of Significance
Types of Testing Errors
Approach to Testing: The P-Value/ Significance Value Method
Descriptive vs. Predictive analysis
Exploratory Data Analysis for Predictive Modelling
Create your own Model, Identify the Predictive Indicators and Test
Regression Model
Best Fit Line and its Explanatory Power
Prediction using Regression Model
Assumptions of Regression Model
Estimation using regression Model
Multiple Regression Model
Dummy variable Regression
Reasons for Applying Analytics in Product Development
Introduction to Conjoint Analysis
Creating Conjoint Design
Conjoint Study Process
Conjoint analysis Using Excel Software
Calculating importance of Product Features
Validate Conjoint Design Model
Demonstration of Developing Orthogonal Design
Conjoint Design using XLSTAT
Demonstration of Conjoint Data and Analysis in XLSTAT
Market Share Calculation of the New Product
Importance of Consumer Behaviour Analysis
Factors Affecting Consumer Behaviour
Customer Research using Factor Analysis
Basic Concepts of Factor Analysis
Principle Component Factor Analysis
Factor Analysis Demonstration
Factor Rotation
Demonstration of Factor rotation
Old Data to New Data
Demonstration of creating New Data from Old Data
Application of Analytics in Market Segmentation and Effective Targeting
Segmentation using Cluster Analysis
Outliers and Cluster Selection
Hierarchical Cluster Analysis with SPSS
K-mean Cluster Analysis in SPSS
Validation of Cluster Analysis Solution
Profiling of Customer Segments using Demographic and Socio-economic Variables
Web Analytics and its Application in Product Management
Importance of Web Analytics Tool
A/B testing
A/B Testing - Demo
Customer Basket Analysis
Customer Basket Analysis – Demo
Customer Life Time Value Analysis
Analytics for Recommendation - Collaborative Filtering
Cosine based Collaborative Filtering
Excel Demonstration Collaborative Filtering
Using Analytics for Product Positioning
Perceptual Mapping
Perceptual Mapping Demo in Excel
Qualitative and Quantitative Analytics
Presenting Analytics Report
Traditional Product Development Processes
Waterfall Model of Software Development
Modern Product Development Processes
Traditional and Modern Processes: Comparison
Product Development in B2B and B2C Industries
History of Lean and Lean Thinking
Facets of Lean Product Development
Lean Metrics
Cycle Time and Flow Time
Agile Product Development
Lean versus Agile
Agile Methodologies
History of Product Development Processes
Introduction to Scrum Framework
Scrum Team
Scrum Events
Scrum Artefacts
Scrum Illustration in Microsoft
Case Study: Turtle Limited
What Is Design Thinking?
Stages of Design Thinking Process
Applying Design Thinking to Product Management
Customer Inputs: Discussions and Interviews
User Observation
Focus Group Discussions
Facilitated Workshops
Translating Observations and Feedback
Idea Generation, Development and Selection
Idea Prioritisation
Prototyping of Ideas
Case Study: ideaForge - The Mechanical Charger
Application of Innovation in Design Thinking
Communication through Storytelling: Messaging and Persuasion
Other Aspects of Storytelling
Communication through Visualisation
Thinking Like a Designer
Case Study: SoaPen
What Is and Is Not Prototyping
Need for Prototyping in Product Management
Fidelity for Prototypes
Low-Fidelity Prototyping
Mid-Fidelity Prototyping
High-Fidelity Prototyping
Low, Mid and High-Fidelity Prototyping: Comparison
Dimensions of Fidelity
Product Road mapping
Product Roadmaps in Product Management
Key Elements in Product Road mapping
Building a Product Roadmap
Prioritisation of Features in a Product Roadmap
RoI Scorecard and MoSCoW
Importance of Product Roadmap in Agile Product Management
Product Leadership and Its Importance
Qualities of an Effective Product Leader
Setting-up a Product Development Team
The capstone project, will provide participants with an opportunity to integrate their theoretical and practical understanding of Product Management and explore ways to apply their learnings in a real-world competitive business scenario.