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DATA SCIENCE FOR COMPETITIVE ADVANTAGE

Goals

Understand the key concepts of data science and its business applications.

Develop skills to analyze and interpret data for informed decision-making.

Learn to apply machine learning techniques for business problem-solving.

Explore methods for using data to optimize business operations and strategy.

Gain hands-on experience with data visualization and advanced analytics tools.

Understand how to create a data-driven culture that drives innovation and competitive advantage.

Introduction to Data Science

Key concepts and terminology in data science o Types of data (structured vs.

unstructured) o Data collection methods and tools o Overview of the data science workflow.

Data Analytics for Business Strategy

o Descriptive analytics for business insights o Predictive analytics for forecasting trends o Prescriptive analytics for decision optimization o Role of data analytics in competitive advantage.

Machine Learning Techniques

Supervised vs.

unsupervised learning o Common algorithms (regression, classification, clustering) o Model evaluation and validation techniques o Implementing machine learning for business applications.

Data-Driven Decision Making

The importance of data in strategic decisions o Identifying key performance indicators (KPIs) o Data-driven problem-solving methodologies o Leveraging real-time data for agile decision-making.

Data Visualization and Communication

Tools and techniques for effective data visualization o Creating dashboards and interactive reports o Storytelling with data to influence stakeholders o Communicating complex data insights clearly.

Building a Data-Driven Organization

Establishing data-driven leadership and culture o Data governance and privacy considerations o Data collaboration across departments o Scaling data science across business functions.

Certificate

Upon full attendance of this training course, participants will receive an accredited certificate issued by Al Manhal Institute, which is licensed by the Abu Dhabi Center for Technical and Vocational Education and Training. This certificate is regionally recognized, providing holders with a competitive advantage both within their organizations and when seeking new career opportunities.

Training Program Cost:

$2,179.84

Schedule

Goals

Contents

Certificate

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DATA SCIENCE FOR COMPETITIVE ADVANTAGE

Goals

Contents

Introduction to Data Science

Data Analytics for Business Strategy

Machine Learning Techniques

Data-Driven Decision Making

Data Visualization and Communication

Building a Data-Driven Organization

Certificate

Certificate

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Introduction to Data Science

Data Analytics for Business Strategy

Machine Learning Techniques

Data-Driven Decision Making

Data Visualization and Communication

Building a Data-Driven Organization