Artificial intelligence in data analysis

Artificial intelligence in data analysis

Course Overview: Harnessing Artificial Intelligence for Strategic Business Impact

In today’s rapidly evolving digital landscape, data is the backbone of organizational success. With the advent of artificial intelligence (AI), businesses can unlock the full potential of this data to drive efficiencies, enhance decision-making, and improve overall performance. By applying AI, organizations can automate processes, optimize operations, and augment human capabilities, leading to greater innovation and competitiveness. AI systems, capable of processing vast amounts of structured and unstructured data, offer businesses the ability to make faster, more informed decisions, while continuously learning and adapting through machine learning techniques.

This course is tailored for senior and middle management professionals who are committed to driving digital transformation within their organizations. It is ideal for those who recognize that embracing AI is essential to staying ahead in today’s competitive business environment. The program also covers fundamental concepts such as data management, cloud computing, and how these technologies integrate with AI to create powerful business solutions.

Course Objectives
By the end of this program, participants will:

  • Gain a comprehensive understanding of artificial intelligence and its various forms.
  • Learn how to apply AI across different stages of the business value chain.
  • Familiarize themselves with the key AI algorithms and techniques used in modern applications.
  • Understand best practices for managing AI projects and initiatives.
  • Evaluate the skills and competencies needed for successful AI implementation.
  • Engage in discussions with data and business experts on AI adoption and its real-world applications.
  • Develop strategies for managing organizational change related to AI adoption.
  • Acquire the tools to manage AI-driven projects effectively.

Course Outline

Day 1: Introduction to AI – Concepts, Applications, and Problem-Solving Frameworks

  • AI Fundamentals: Overview of artificial intelligence, its history, and current trends.
  • Types of AI: Understanding the different types of AI (e.g., narrow AI, general AI) and their applications across industries.
  • AI Problem-Solving Approaches: Exploring AI strategies for solving complex business problems, including decision trees and optimization algorithms.

Day 2: Core Algorithms in AI – Search and Machine Learning

  • Search Algorithms: Introduction to search algorithms and their application in problem-solving (e.g., blind search, heuristic search).
  • Machine Learning Algorithms: Deep dive into key machine learning techniques, such as supervised and unsupervised learning, reinforcement learning, and their practical uses.
  • AI in Action: Understanding the role of AI algorithms in real-world business contexts.

Day 3: Expert Systems, AI Competencies, and Evolution

  • Expert Systems: How AI-powered expert systems function using rule-based knowledge and decision-making frameworks.
  • Building AI Competencies: Understanding the skill sets required for professionals to work effectively with AI systems.
  • AI Origins and Evolution: A look at the history of artificial intelligence, from its inception to the modern advancements driving today’s business innovations.

Day 4: AI and Automation – Transforming the Workplace

  • AI and Automation: Exploring the relationship between AI and automation, and how AI enhances business operations.
  • AI Integration in Business: Identifying areas in your organization where AI can be applied to optimize workflows and drive value.
  • Impact on the Workforce: Understanding the key shifts in roles, responsibilities, and organizational structure as AI technologies reshape the workplace.

Day 5: Preparing for AI – Skills Development and Strategic Action Plans

  • Workplace Shifts: Analyzing the impact of AI-driven changes on job roles, tasks, and workflows within the organization.
  • Human-AI Collaboration: How AI is changing the dynamic between human workers and technology, and how to adapt to these changes.
  • Future Skills for AI: Identifying the skills and competencies necessary to effectively collaborate with AI systems and prepare for the future of work.
  • Action Plan for AI Readiness: Developing a personal and organizational roadmap for acquiring AI-related skills and embracing AI technologies for future business success.

Conclusion
This course equips participants with the knowledge and skills to leverage artificial intelligence as a powerful tool for business innovation. By understanding the principles of AI, its applications, and its integration into the workplace, professionals will be well-prepared to lead their organizations through the digital transformation required to stay competitive in the age of intelligent automation.

starting date ending date duration place
16 November, 2025 20 November, 2025 5 days İstanbul