Imperial College London Business School - Executive Education

Program runs for six weeks.

Program runs for 21 weeks.
List of modules:
Module 1: Customer Behaviour, Segmentation, and Journey Mapping
Module 2: Online Product Positioning
Module 3: Paid Search
Module 4: Search Engine Optimisation (SEO)
Module 5: Content Marketing
Module 6: Email Marketing
Module 7: Winning the War of Attention and Online Advertising
Module 8: Online Customer Engagement I
Module 9: Online Customer Engagement II
Module 10: Social Media Marketing: Paid and Organic
Module 11: Social Media Marketing: Platforms
Module 12: Customer Segmentation in the Age of Big Data
Module 13: Artificial Intelligence in Digital Marketing
Module 14: Digital Performance Metrics
Module 15: A/B Testing
Module 16: Sentiment Analysis
Module 17: Brand Management in the Digital World
Module 18: Managing Customer Relationships
Module 19: Frameworks for Implementing Digital Marketing
Module 20: Capstone Project

Program runs for eight weeks.
The following modules are offered:
Module 1: Digital Transformation and Financial Services
Module 2: Personal Banking
Module 3: Lending Markets
Module 4: Applications of Machine Learning in Fintech; Risk Management and Credit Scoring
Module 5: Digital Distributed Ledger: Blockchain and Cryptocurrencies
Module 6: Regulations
Module 7: Fintech Capstone Project

Program runs for eight weeks.

Program runs for nine weeks.

Program runs for 13 weeks.

Course runs for 11 weeks.

Program runs for four months.

Program runs for four months.
The following modules are included:
Module 1: Mathematics & Statistics Primer
Module 2: Python Primer
Module 3: Descriptive Analytics
Module 4: Predictive Analytics
Module 5: Prescriptive Analytics

Program runs for four months.

Course runs for nine weeks.

Program runs for nine weeks.
The following modules are offered:
Module 1: Digital Transformation in Healthcare
Module 2: Digital Platform Models for Healthcare
Module 3: Devising a Digital Transformation Strategy
Module 4: Digital Transformation in Hospital Operations
Module 5: Digital Transformation in Primary Care
Module 6: The Digital Patient Experience
Module 7: Digital Disruption in the Pharmaceutical Industry
Module 8: Digitisation in Healthcare Insurance and Payer Organisations
Module 9: Regulation in Digital Healthcare

Program runs for 25 weeks.
The following modules are included:
Section I - Foundations of Machine Learning and Artificial Intelligence
Module 1: Programme Orientation
Module 2: Introduction to Machine Learning
Module 3: Probability for Machine Learning
Module 4: Statistics for Machine Learning
Module 5: Generalisation Theory and the Bias-Variance Trade-Off
Module 6: Evaluating Predictive Performance
Module 7: Advanced Topics in Performance Evaluation
Section II - Methods for Learning from Data
Module 8: Nearest Neighbour Methods
Module 9: Decision Trees, Part I
Module 10: Decision Trees, Part II
Module 11: Naive Bayes
Module 12: Bayesian Optimisation
Module 13: Logistic Regression
Module 14: Support Vector Machines
Module 15: Unsupervised Learning
Module 16: Principal Component Analysis
Section III - Advanced Topics in Artificial Intelligence and Machine Learning
Module 17: Introduction to Deep Learning
Module 18: Neural Networks
Module 19: Hyperparameters
Module 20: Transparency and Interpretability
Module 21: Convolutional Neural Networks
Module 22: Biological Basis for Convolutional Neural Networks
Module 23: Reinforcement Learning
Module 24: Hyperparameter Tuning
Module 25: Capstone Competition

Program runs for 11 weeks.
The following modules are included:
Module 1: Corporate Finance and Strategy- Review of Relevant Concepts
Module 2: Mergers & Acquisitions- Background
Module 3: Motives, Strategies and Empirical Performance
Module 4: Forms of Corporate Restructuring
Module 5: M&A Process
Module 6: Takeover Tactics and Defenses
Module 7: Hyper Leverage as an M&A Defense
Module 8: After the Deal
Module 9: International M&A
Module 10: M&A Industry and Careers

Program runs for 11 weeks.
The following modules are included:
Module 1: Types and Economics of Private Equity
Module 2: Introduction to the Private Equity Industry
Module 3: Opportunity and Risk for Investors
Module 4: Private Equity Financing and Investment Process
Module 5: LBO Analysis and Valuation
Module 6: After the Deal
Module 7: Private Equity Through the Credit Crisis and Industry Evolution
Module 8: Future of Private Equity
Module 9: Private Equity in Developing Markets
Module 10: Fund Organisation and Career Opportunities

Program runs for four months.
The following modules are included:
Module 1: Mathematics & Statistics Primer
Module 2: Python Primer
Module 3: Descriptive Analytics
Module 4: Predictive Analytics
Module 5: Prescriptive Analytics

Program runs for six weeks.
The following modules are included:
Phase I - Technologies Driving Digital Transformation
Module 1: The Cloud and Mobile
Module 2: The Internet of Things
Module 3: Big Data Analytics
Module 4: Automation and Artificial Intelligence
Module 5: FinTech and Blockchain
Phase II - Implementing a Digital Transformation
Module 6: Sources of Value in a Digital World
Module 7: A Framework for Implementing a Digital Transformation
Module 8: Considerations of Privacy and Security

Course is offered in a virtual format.
The following modules are included:
Module 1: Using Financial Information Intelligently
Module 2: Analysing the Income Statement and Statement of Cash Flows
Module 3: Measures of Business Performance
Module 4: Applying the DuPont System
Module 5: Using Discounted Cash Flows
Module 6: Discounted Cash Flow Applications
Module 7: Capital Structure
Module 8: Capital Structure and Financial Strategy

Program runs for eight weeks.
The following modules are offered:
Module 1: Digital Transformation and Financial Services
Module 2: Personal Banking
Module 3: Lending Markets
Module 4: Applications of Machine Learning in Fintech; Risk Management and Credit Scoring
Module 5: Digital Distributed Ledger: Blockchain and Cryptocurrencies
Module 6: Regulations
Module 7: Fintech Capstone Project

Course is offered in a virtual format.
The following modules are included:
Module 1: Introduction and Overview & Disruption, Innovation and Uncertainty
Module 2: Design Thinking as a Strategy for Innovation
Module 3: Responses to Uncertainty
Module 4: Thinking Disruptively about Corporate Innovation
Module 5: Leading and Working with People for Innovation

Course is offered in a virtual format.
The following modules are included:
Module 1: Recent trends in risk management and the importance of addressing individual and organizational biases
Module 2: Foundations of Risk Measurement 1
Module 3: Foundations of Risk Measurement 2
Module 4: Risk and Reputation: In the COVID-19 era and beyond
Module 5: Foundations of Risk Finance Theory 1
Module 6: Foundations of Risk Finance Theory 2
Module 7: Financial Markets and Instruments 1
Module 8: Financial Markets and Instruments 2
Module 9: Insights from the Chief Risk Officer of an Asset Management Company
Module 10: Market Risk Management 1
Module 11: Market Risk Management 2
Module 12: Risk Management of Complex Portfolios
Module 13: Risk Management and Insurance Markets
Module 14: Credit Risk Management
Module 15: Counter-Party and Funding Risk
Module 16: Enterprise Risk Management, Operational Risk and Challenges of Applying Risk Management in Practice

Program runs for six weeks.
The following modules are included:
Module 1: AI Technologies & Applications
Module 2: Think and Design Like an AI Entrepreneur
Module 3: Design Strategies to Drive Innovation and Growth
Module 4: Risks & Mitigation
Module 5: Launching the AI Venture
Module 6: Experiential Learning Capstone Project

Program runs for 21 weeks.
The following modules are included:
Module 1: Customer Behaviour, Segmentation, and Journey Mapping
Module 2: Online Product Positioning
Module 3: Paid Search
Module 4: Search Engine Optimisation (SEO)
Module 5: Content Marketing
Module 6: Email Marketing
Module 7: Winning the War of Attention and Online Advertising
Module 8: Online Customer Engagement I
Module 9: Online Customer Engagement II
Module 10: Social Media Marketing: Paid and Organic
Module 11: Social Media Marketing: Platforms
Module 12: Customer Segmentation in the Age of Big Data
Module 13: Artificial Intelligence in Digital Marketing
Module 14: Digital Performance Metrics
Module 15: A/B Testing
Module 16: Sentiment Analysis
Module 17: Brand Management in the Digital World
Module 18: Managing Customer Relationships
Module 19: Frameworks for Implementing Digital Marketing
Module 20: Capstone Project

Program runs for 13 weeks.
The following modules are included:
Module 1: The environmental impacts of business
Module 2: The social impacts of business
Module 3: Assessments and operations
Module 4: Sustainable business model innovation
Module 5: Sustainable business strategies
Module 6: The role of finance and integrated reporting
Module 7: Purpose-driven leadership and incentive systems for sustainability
Module 8: Organisational culture change and the purpose of the organisation
Module 9: Stakeholder integration in governance
Module 10: The purpose-driven flourishing enterprise
Module 11: Leading ecosystem change
Module 12: Capstone project

Course is offered in a virtual format.
The following topics are included:
Week 1: Orientation Week
Week 2: Welcome Session and Leading the Digital Enterprise
Week 3: Digitally Human and Coaching as a Leadership Style: Why
Week 4: Coaching as a Leadership Style: What, How
Week 5: Coaching as a Leadership Style: Practice and Authentic Leadership
Week 6: Difficult Conversations and Managing Your Personal Brand
Week 7: Cognitive Diversity & High-Performance Teams and Finding your Leadership Purpose
Week 8: Answer Intelligence and Emotional Intelligence
Week 9: Leading High-Performance Teams and Summary of the Programme

Course is offered in a virtual format.
The following modules are included:
Module 1: Digital Transformation in Perspective
Module 2: Plotting Your Digital Journey
Module 3: The Digital Transformation Framework
Module 4: Framework – Foundations
Module 5: An introduction to Design Thinking
Module 6: Design Thinking challenges and Discover Phase
Module 7: Fieldwork
Module 8: The Role of Data in Driving Change
Module 9: Framework: Readiness
Module 10: Performance
Module 11: Iteration & Keeping Up With Change
Module 12: Define phase, Design phase, Deliver phase, and final presentations
Module 13: Strategy Briefing
Module 14: Group Coaching
Module 15: Strategy Pitching

Program runs for six weeks.
The following modules are included:
Module 1: Climate Change: Challenges and Opportunities
Module 2: The Role of Innovation in Climate Change Action
Module 3: Strategies for Effective Climate Change Action
Module 4: Business Model Innovation
Module 5: Testing a Business Model Hypothesis to Find Market Fit
Module 6: Leading and Shaping Climate Innovation: A Plan for Action

Program runs for nine weeks.
The following modules are offered:
Module 1: Digital Transformation in Healthcare
Module 2: Digital Platform Models for Healthcare
Module 3: Devising a Digital Transformation Strategy
Module 4: Digital Transformation in Hospital Operations
Module 5: Digital Transformation in Primary Care
Module 6: The Digital Patient Experience
Module 7: Digital Disruption in the Pharmaceutical Industry
Module 8: Digitisation in Healthcare Insurance and Payer Organisations
Module 9: Regulation in Digital Healthcare

Program runs for four months.
The following modules are included:
Module 1: Mathematics & Statistics Primer
Module 2: Python Primer
Module 3: Descriptive Analytics
Module 4: Predictive Analytics
Module 5: Prescriptive Analytics

Program runs for 11 weeks.
The following modules are included:
Module 1: Corporate Finance and Strategy- Review of Relevant Concepts
Module 2: Mergers & Acquisitions- Background
Module 3: Motives, Strategies and Empirical Performance
Module 4: Forms of Corporate Restructuring
Module 5: M&A Process
Module 6: Takeover Tactics and Defenses
Module 7: Hyper Leverage as an M&A Defense
Module 8: After the Deal
Module 9: International M&A
Module 10: M&A Industry and Careers

Program runs for 11 weeks.
The following modules are included:
Module 1: Types and Economics of Private Equity
Module 2: Introduction to the Private Equity Industry
Module 3: Opportunity and Risk for Investors
Module 4: Private Equity Financing and Investment Process
Module 5: LBO Analysis and Valuation
Module 6: After the Deal
Module 7: Private Equity Through the Credit Crisis and Industry Evolution
Module 8: Future of Private Equity
Module 9: Private Equity in Developing Markets
Module 10: Fund Organisation and Career Opportunities

Program runs for 25 weeks.
The following modules are included:
Section I - Foundations of Machine Learning and Artificial Intelligence
Module 1: Programme Orientation
Module 2: Introduction to Machine Learning
Module 3: Probability for Machine Learning
Module 4: Statistics for Machine Learning
Module 5: Generalisation Theory and the Bias-Variance Trade-Off
Module 6: Evaluating Predictive Performance
Module 7: Advanced Topics in Performance Evaluation
Section II - Methods for Learning from Data
Module 8: Nearest Neighbour Methods
Module 9: Decision Trees, Part I
Module 10: Decision Trees, Part II
Module 11: Naive Bayes
Module 12: Bayesian Optimisation
Module 13: Logistic Regression
Module 14: Support Vector Machines
Module 15: Unsupervised Learning
Module 16: Principal Component Analysis
Section III - Advanced Topics in Artificial Intelligence and Machine Learning
Module 17: Introduction to Deep Learning
Module 18: Neural Networks
Module 19: Hyperparameters
Module 20: Transparency and Interpretability
Module 21: Convolutional Neural Networks
Module 22: Biological Basis for Convolutional Neural Networks
Module 23: Reinforcement Learning
Module 24: Hyperparameter Tuning
Module 25: Capstone Competition

Program runs for eight weeks.
The following modules are offered:
Module 1: Digital Transformation and Financial Services
Module 2: Personal Banking
Module 3: Lending Markets
Module 4: Applications of Machine Learning in Fintech; Risk Management and Credit Scoring
Module 5: Digital Distributed Ledger: Blockchain and Cryptocurrencies
Module 6: Regulations
Module 7: Fintech Capstone Project