Analytics and Artificial Intelligence (AI) for Strategic Management Training Course
5 DaysAnalytics and Artificial Intelligence (AI) for Strategic Management Training Course
The British Academy for Training and Development offers the Analytics and Artificial Intelligence (AI) for Strategic Management Training Course. This intensive course covers critical applications related to data analytics, machine learning, and artificial intelligence (AI) for strategic management. Attendees will develop hands-on skills for processing data, predictive modelling, and AI-based decision-making insights for business. The course also covers the concepts of responsible use of AI, such as data governance, AI ethics, and business intelligence systems. Further, the course delves into conceptual frameworks for strategic decision making, AI application within the business model, and real-time data processing to enhance responsiveness in fast-moving markets. Other topics include big data analytics, automated reporting, and management of AI systems, buttressed by applied methods of forecasting, optimisation, and scenario analysis. By the end of this course, attendees will have mastered the art of applying AI instruments for strategic planning, aligning data science with business objectives, and leading their organisations in digital transformation with all confidence and ethical responsibility.
Overview
Course Objectives
Objective:
By the end of this training course, attendees will be able to:
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Learn numbers and trends for data analytics and artificial intelligence (AI) in the context of strategic management.
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Use predictive modelling and apply machine learning techniques to either a real-business problem or case study.
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Use AI and big data as effective routes to bettering strategic decisions.
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Formulating and Developing AI-based Business Strategies.
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Managing Ethical Use and Governance for Data in AI Systems.
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Integration and Evaluation of Business Intelligence Systems for Performance Optimisation.
Target Audience
This course is ideal for:
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Senior executives and strategic managers;
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Data analysts and business intelligence professionals;
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IT and AI professionals committed to business strategy;
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Consultants specialising in digital transformation;
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Professionals who wish to improve their knowledge about AI for management.
Course Outline
Introduction to Strategic Analytics
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Role of data analytics in modern management
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Overview of strategic decision-making frameworks
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Evolution of AI in business strategy
Fundamentals of Artificial Intelligence (AI)
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Definitions and types of AI
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Key components: machine learning, deep learning, natural language processing
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Introduction to AI algorithms
Data Collection and Management
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Data sourcing and cleaning techniques
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Data governance and compliance standards
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Building reliable data infrastructure
Predictive Analytics and Forecasting
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Techniques in predictive modelling
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Real-world applications for market forecasting and trend analysis
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Case studies on AI-driven insights
Machine Learning for Strategic Management
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Supervised vs unsupervised machine learning
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Implementing ML models for business scenarios
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Using AI tools for risk assessment and opportunity analysis
Big Data and Real-Time Analytics
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Working with big data platforms
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Benefits of real-time data processing
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Use of stream analytics in decision-making
AI in Business Intelligence Systems
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Integration of AI in BI dashboards
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Automated report generation and performance monitoring
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Enhancing data visualisation and storytelling
Ethical Considerations and AI Governance
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Understanding AI ethics
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Challenges in data privacy and bias mitigation
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Frameworks for responsible AI use
AI Strategy and Digital Transformation
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Aligning AI capabilities with organisational goals
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Steps for leading digital transformation
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Developing and executing an AI integration plan
Capstone Session: Strategic Application of AI
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Group case study on AI-powered business strategies
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Interactive session for applying analytics tools in strategic planning
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Feedback and discussion on implementation roadmaps
Schedule & Fees
No upcoming sessions at the moment. Contact us for custom scheduling.