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AI & Leadership : A Student’s Guide to Success
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20 Weeks, Online
4-6 hours per week
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Join Today And Become an Artificial Intelligence Specialist
Offers from Windtree for the program in AI and Data science
This program is tailored for executives and professionals aiming to harness AI for innovation, data-driven decision-making, and leadership in the digital age.
Senior Leaders: This program is designed for students looking to develop AI and ML skills to drive innovation, make data-driven decisions, and scale their careers in the digital era. By mastering AI-led strategies, students can enhance their expertise, expand opportunities, and become future-ready professionals in a rapidly evolving tech landscape.
Functional Leaders: Windtree’s AI & ML program equips students with industry-relevant skills, real-world projects, and expert mentorship to secure jobs in top MNCs. By mastering AI-driven decision-making in fields like IT, marketing, finance, and operations, students gain a competitive edge. With resume support, interview coaching, and strong industry connections, Windtree helps you build a future-ready career in the digital era.
- This program is designed for mid-to-senior-level leaders looking to integrate AI/ML strategically into their businesses and projects, rather than for technology professionals or engineers seeking to develop AI/ML solutions through coding. It focuses on leveraging AI for business growth, innovation, and decision-making rather than deep technical implementation.
- This program does not require any prior coding experience.
AI & ML for Business Leaders – No Coding Required!
Shape Tomorrow : Elevate Leadership with AI Mastery
Learn at Your Own Pace with 160+ Pre-Recorded Lessons from Windtree’s Esteemed Faculty.
Master Generative AI through real-world business scenarios, case studies, and advanced tools.
Apply knowledge through 20+ case studies, 60+ exercises, and interactive group discussions.
End-to-End AI Implementation Project
Learn from the best! Gain insights from top AI & ML faculty and industry-leading trainers with real-world expertise.
Get Windtree’s industry-recognized AI & ML certification and boost your career prospects!
- Program content is delivered through high-quality recorded sessions. Weekly live doubt-clearing sessions will be led by a distinguished panel of industry experts, while Windtree faculty will not be involved in live interactions.
- Details on quizzes, assignments, and discussions will be confirmed prior to the program start.
- *Assignments are evaluated by program leaders, who provide guidance throughout the learning journey, and/or by the Emeritus grading team.
- Generative AI tools are provided as optional resources for self-study and do not include support or assistance.
- **Programme leaders, as domain experts, provide guidance and support throughout your learning journey, addressing any queries you may have.
Course Framework
AI AND ML: AN OVERVIEW
AI: A Brief History
AI Example: Deep Blue vs DeepMind
Introduction to AI Methods
AI is Not Just Automation
AI in Managerial Functions
Growth of AI
AI as a General Purpose Technology
AI AND ML TECHNOLOGIES AND ITS USE CASES
Non-Technical Introduction to AI Algorithms
Unsupervised Machine Learning
Supervised Learning Methods
Supervised Learning Examples - Part 1
Supervised Learning Examples - Part 2
Miscellaneous Supervised Learning Examples
Reinforcement Learning
Deep Learning
Deep Learning Examples - Part 1
Deep Learning Examples: Part 2
AI AND MANAGERIAL TRADE-OFFS
AI Algorithms
The Missing Middle: Augmented Intelligence
Developing an AI Strategy
Defining the Roadmap - Part 1
Defining the Roadmap - Part 2
Managerial Tradeoffs
Problems and Limitations with AI - Part 1
Problems and Limitations with AI - Part 2
Problems and Limitations with AI - Part 3
SETTING-UP STAGE FOR AI LED BUSINESS TRANSFORMATION
AI Comes of Age
Data Monetisation and AI
Business Models and Technology: Digital Transformation
The Future of Business: Data, AI, and The Power of Disruption
Theory of Disruption (Caselet: Polaroid)
Disruptive Innovation
Case Study: Pinduoduo (PDD)—A Quick Debrief - Part 1
Case Study: Pinduoduo (PDD)—A Quick Debrief - Part 2
COMPETING IN THE AGE OF AI DISRUPTION
Introduction to Servitisation with AI and Data
Transforming Products to Services: The Role of Generative AI
The Economic Impact of AI-Driven Servitisation
AI-Enabled Product As Service Models
The Three Core Processes in Business: An Overview
Transforming Core Processes with Data and AI
Enhancing Business Value Through Core Processes
BUSINESS STRATEGY IN THE AGE OF GENERATIVE AI
Monetising Generative AI
History of Generative AI
Google Loses Out to OpenAI
Opportunities for AI Investment from Technocentric to Customer-centric
Monetising Generative AI by Democratising Creativity
LEVERAGING AI FOR COMPETITIVE ADVANTAGE
The Value of Data
Artificial Intelligence
Building Competitive Advantage Using AI and Big Right Data
Caselet - Yongqianbao
Digital Transformation
AGFintech
Cropin Debrief
IMPLEMENTING AI IN ORGANISATIONS
Aligning AI to Strategy and Organisation
Leadership and AI Advocacy
Developing and Managing an AI-Skilled Workforce
Scaling AI in organisations
LEADING MYSELF - BUILDING BLOCKS TO LEADERSHIP 1 (BONUS*)
The Dynamics of Disruption
Response to Disruption
Leadership Strategy
Leader's Posture in a Changing Universe
Leadership vs Management
The Impact of AI on Leadership
Key Leadership Behaviours
Characteristics of Successful Leaders
LEADING MYSELF - BUILDING BLOCKS TO LEADERSHIP 1 (BONUS*)
Mastering Networks
Preparing for Change
Communicate for Action
Communicate for Impact
Leverage AI to Enhance Communciation
Celebrate Ethics
The Art of Storytelling
Leadership Is a Habit
LEADING ORGANISATIONS - BUILDING BLOCKS TO LEADERSHIP 1
Apollo 13 Case Study: Overview
Group Dynamics
Perception to Decision
Execution to People & Contracts to Promises
The Execution Loop: Role Playing
The Rules of Execution
AI for Execution and Monitoring
Reimagine the Value for Customers
Reimagine the Capabilities
Are We Born to Be the First Movers?
How Do We Create Culture?
Nurturing Innovation: Behavorial Enablers
Measured Transformation: Nestle Philippines Case Study
Culture as Continuous Change and Preparation for Change
CRISIS MANAGEMENT - BUILDING BLOCKS TO LEADERSHIP 2
Case Study: Johnson & Johnson Tylenol
Case Study: Johnson & Johnson Baby Powder
Purpose, Strategy and Values
AI in Crisis Communication
Manage Crisis
AI for Crisis Prediction and Prevention
Response to Crisis: Rules One to Five
Response to Crisis: Rules Six to Ten
Dealing with an Individual Crisis
LEADING SOCIETIES - BUILDING BLOCKS TO LEADERSHIP 2 (BONUS*)
What Is the Purpose of Business?
Value Creation
Value Creation
Ethical Behaviour Framework
Implications on Ethical Values
Trade-offs We Make as a Society
Social Inclusion
Governance
Greenwashing
Power of Intent in Leadership
LEADERSHIP CHALLENGES THROUGH SUSTAINABILITY - BUILDING BLOCKS TO LEADERSHIP 2
Sustainable Value Creation
Sustainability Improvement Scope
AI in Sustainable Supply Chain (Supply Chain Optimisation)
AI in Environmental Sustainability
Doughnut Economics
Circular Economy
AI to Track Carbon Footprint of An Organisation/Industry
Reimagine the Value Chain
Leadership in Creating Sustainable Models
AI-driven Stakeholder Engagement and Change Management
Reinventing the Professional Career
AI LED WORKFORCE AND ORGANISATION
Modern Work and Workplace with AI
Modern Skills of An AI Workforce
Modern Organisation with AI
Impact of AI on Teams
LEADERSHIP IN THE AGE OF AI - I
Role of AI and ML in Human Life
Introduction to AI-enabled Transformational Leadership
Organisational Leadership Part 1
Organisational Leadership Part 2
Value Creation for Business Processes
Organisational Model – Operating Model
Organisational Change Management
The REAL Approach
LEADERSHIP IN THE AGE OF AI - II
Levels of AI-enabled Leadership
Personal Leadership
Changing Minds
Personal Leadership Journey for Change
Leadership Change at Microsoft
Foundational Leadership
AI and Nature of Identity
ETHICS, PRIVACY, REGULATIONS IN AI AND ML
Why Responsible AI?
Principles of Responsible AI
Responsible AI: Principles to Practice (Part 1)
Responsible AI: Principles to Practice (Part 2)
Responsible AI: Principles to Practice (Part 3)
BUSINESS MODELS FOR AI-LED BUSINESSES - I (BONUS*)
Changing Mindsets
Technological Evolution and Data
Business Models, Technological and Exogeneous Disruptions
Reinventing E-commerce: Shopify
Discussion Debrief: Are Intangible Assets Confined to the Tech Sector?
Integrating Value Creation and Value Appropriation in Business Innovation
Value Creation through Market-Facing Processes
Case Study: Lendingkart
Aligning Customer and Shareholder Value
Framework Case Study: Pfizer
Strategy and Business Models
BUSINESS MODELS FOR AI-LED BUSINESSES - II (BONUS*)
Review of the Business Innovation and Organisational Transformation Framework
Profitability, Growth and Resilience
Technology Is Like Bananas
Case Study Dell: Asset Efficiency
Case Study Microsoft: Market-Based Assets and Eco-Systems
Managing Eco-systems in Traditional Markets
Evolution of Networked Markets and Platforms
Managing Growth and Resilience
Data Analytics and Technology in Healthcare: An Overview
Service Innovation and Evolution: An Overview
Service Innovation and Evolution – Alipay
Fintech and Telecom Business Innovations in India
Case Study Jio: Transforming Digital Adoption in India
Digital India – Tech-enabled Competitive Advantages
- Modules and topics are indicative and may be adjusted in terms of sequence or duration to align with the overall program hours.
- *The bonus modules are optional, designed exclusively for self-study, and do not include any support or assistance.
High-Quality Instruction via Faculty-Led, Pre-Recorded Modules
Internationally Acclaimed Faculty
Gain knowledge from top-tier instructors and premium resources, accessible from anywhere in the world.
Connect with industry experts, no matter where they are.
Structured, Collaborative Learning Experience
Collaborate with a distinguished cohort of professionals and enhance your network.
Acquire interdisciplinary and cross-functional expertise.
Adaptive Learning Experience
Experience self-paced learning through high-quality, faculty-led pre-recorded sessions.
Accelerate your career growth while seamlessly managing your professional commitments.
Certification of Completion
Upon successfully completing the program with a minimum score of 70%, you will receive a Certificate in Leadership with AI from Windtree Executive Education.
Note: Certificate images are for illustrative purposes only and may be modified at the discretion of Windtree Executive Education.
Core Program Outcomes
Leverage the Power of Artificial Intelligence to Lead with Confidence in the Digital Age.
Recognize strategic opportunities and develop a comprehensive plan to implement AI and ML methodologies for enhanced business performance.
Develop a concise executive summary outlining an AI implementation or enhancement strategy for your organization.
Utilize Generative AI strategically to drive informed leadership decisions and enhance productivity.
Analyze the potential of AI and ML, including human-augmenting machines, machine-augmenting humans, and the transformation of business processes.
Foster a transformative mindset and organizational culture to drive digital and AI-powered innovation.
Understand the ethical considerations, privacy implications, and regulatory frameworks in AI and ML to ensure responsible and secure implementation.
Analyze and evaluate the existing leadership mindset to drive innovation and transformation through AI.
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