3. Terminology relevant for this pathway
Term
Simple definition
A/B Testing
A method of comparing two versions (A and B) of a webpage, advertisement or other digital asset to determine which one performs better and yields better results.
Agile Methodology
A project-management approach that emphasizes flexibility, collaboration and iterative development to deliver high-quality products or services efficiently.
Artificial Intelligence (AI)
The simulation of human intelligence in machines that are programmed to perform tasks such as data analysis, problem-solving and decision-making.
Attribution Modeling
The process of assigning credit to various marketing channels or touchpoints that contribute to a conversion or desired outcome.
Augmented Reality (AR)
The overlaying of digital information, such as images, videos or 3D models, onto the real-world environment, enhancing perception and interaction.
Automation
The use of technology, such as robotics, software and machine learning, to perform tasks or processes with minimal human intervention, improving efficiency and reducing errors.
Big Data
Large and complex sets of data that cannot be easily managed or processed using traditional database management tools. Big Data often includes structured, semi-structured and unstructured data.
Blockchain
A decentralized and distributed digital ledger that records transactions across multiple computers, ensuring transparency, security and immutability.
Business Intelligence (BI)
The use of tools, applications and processes to collect, analyze and present data in order to make informed business decisions and drive performance improvements.
Click-Through Rate (CTR)
The ratio of users who click on a specific link or advertisement to the number of total users who view it, often used to measure the effectiveness of online advertising campaigns.
Cloud Computing
The delivery of computing services, including storage, processing power and software applications, over the internet rather than on local servers or personal computers.
Continuous Improvement
An ongoing effort to identify and implement changes in processes, products or services to enhance efficiency, quality and customer satisfaction.
Conversion Rate
The percentage of website or app visitors who complete a desired action, such as making a purchase or submitting a form.
Customer Experience
How a business engages with its customers at every point of the buying journey. It can be seen as the customer's overall perception of their experience with a brand or business.
How a business engages with its customers at every point of the buying journey. It can be seen as the customer's overall perception of their experience with a brand or business.
Customer Lifetime Value (CLV)
The predicted net profit generated by a customer throughout their entire relationship with a business, taking into account factors such as purchase frequency, average order value and customer retention.
Customer Relationship Management (CRM)
Strategies, practices and technologies used to manage and analyze interactions with current and potential customers, aiming to improve customer satisfaction and retention.
Cybersecurity
The practice of protecting digital systems, networks and data from unauthorized access, attacks and breaches, ensuring confidentiality, integrity and availability.
Dark Data
Data that is collected, processed and stored during regular business processes, but is not analyzed or leveraged to derive insights or make informed decisions.
Data Analytics
The process of collecting, organizing, analyzing and interpreting data to discover patterns, gain insights and support decision-making.
Data Cleansing
The process of identifying and correcting or removing inaccurate, incomplete or irrelevant data to improve data quality and reliability.
Data Governance
The framework, policies and procedures for managing data assets, ensuring data integrity, privacy, security, and compliance with regulations.
Data Mining
The process of extracting valuable insights or patterns from large sets of data using various techniques, such as statistical analysis, machine learning and pattern recognition.
Data Science
An interdisciplinary field that combines scientific methods, processes, algorithms and systems to extract knowledge and insights from structured and unstructured data.
Data Visualization
The representation of data in a visual format, such as charts, graphs and infographics, to facilitate understanding, analysis and decision-making.
Demand Forecasting
The process of estimating future demand for products or services based on historical data, market trends and other relevant factors to optimize supply chain planning.
Digital Marketing
The promotion of products, services or brands using various digital channels, such as search engines, social media, email marketing and online advertising
Digital Marketing Analytics
The measurement, analysis and interpretation of data related to digital marketing efforts to evaluate performance, optimize strategies and inform decision-making.
Digital Supply Chain
The integration of digital technologies and data throughout the supply chain to enhance visibility, collaboration and responsiveness.
Digital Transformation
The integration of digital technologies into all aspects of a business, fundamentally changing how it operates and delivers value to customers.
E-commerce
The buying and selling of goods and services over the internet, including online retail, electronic payments and online marketplaces.
Funnel Analysis
The examination of the steps or stages users go through in their journey towards a conversion or desired action, identifying areas of drop-off or optimization opportunities.
Internet of Things (IoT)
The network of interconnected physical devices, vehicles, appliances and other objects embedded with sensors, software and connectivity to exchange data and perform actions.
Key Performance Indicators (KPIs)
Quantifiable metrics that measure the performance of a business or specific aspects of its operations, typically aligned with strategic goals and objectives.
Lean Manufacturing
A systematic approach that aims to eliminate waste and improve efficiency in production processes, focusing on value creation and continuous flow.
Logistics
The planning, execution and control of the movement and storage of goods, services and related information across the supply chain, from point of origin to point of consumption.
Machine Learning
A subset of artificial intelligence that enables systems to learn from data and improve their performance without being explicitly programmed, using algorithms and statistical models.
Mobile Marketing
Marketing efforts targeted specifically at mobile devices, such as smartphones and tablets, to reach and engage with users on the go.
Multi-Channel Attribution
The process of attributing conversions or desired outcomes to multiple marketing channels or touchpoints that contributed to the customer journey.
Natural Language Processing
A branch of artificial intelligence which helps computers to understand human language as it is spoken and written.
Optimization
The process of finding the best solution or configuration to maximize efficiency, effectiveness or desired outcomes in supply-chain operations.
Platform Business Model
A business model where the value is created by facilitating interactions between multiple users or groups, often enabled by a digital platform.
Predictive Analytics
The use of historical data, statistical algorithms and machine learning techniques to identify patterns and predict future outcomes or trends.
Process Automation
The use of technology and software to automate repetitive and manual tasks, increasing efficiency, accuracy and productivity.
Procurement
The process of sourcing, selecting and acquiring goods, services or resources from external suppliers, ensuring cost-effectiveness, quality and timely delivery.
Project Management
The practice of planning, organizing and managing resources to achieve specific goals and objectives within defined constraints, such as time, budget and scope.
Quality Control
The set of activities and techniques used to ensure that products or services meet specified quality standards, identifying and correcting defects or deviations.
Robotic Process Automation (RPA)
The use of software robots or "bots" to automate rule-based, repetitive tasks and processes, reducing human effort and improving accuracy.
Segmentation Analysis
The process of dividing a target audience or customer base into distinct groups based on similar characteristics, behaviors or preferences, to tailor marketing strategies and communications.
Sentiment Analysis
The use of natural language processing and text analysis techniques to determine the sentiment or emotion expressed in textual data, such as social media posts or customer reviews.
Social Media Marketing
The use of social media platforms such as Facebook, X (formerly Twitter) and Instagram to promote products, services, or brands and engage with customers.
Supplier Relationship Management (SRM)
The strategies, processes and practices used to identify, evaluate and manage relationships with suppliers to ensure reliable and collaborative partnerships.
Supply Chain Analytics
The application of data analysis and modeling techniques to gain insights and optimize supply-chain operations, including demand forecasting, inventory optimization and network design.
Supply Chain Management
The coordination and management of all activities involved in the planning, sourcing, production, logistics and delivery of products or services from suppliers to customers.
Sustainable Technology
Technology that is produced using green or ecologically responsible materials or processes.
User Experience (UX)
The overall experience that users have while interacting with a product, system or service, including usability, accessibility and satisfaction.
Virtual Reality (VR)
A computer-generated simulation that immerses users in a three-dimensional environment, often experienced through specialized headsets, providing a sense of presence and interactivity.
Web Analytics
The measurement, collection, analysis and reporting of website data to understand and optimize its usage, performance and effectiveness.