Data Analytics & Data Science for Executives

Overview

A Data Science Training course for Executives is a course designed to provide business leaders with an understanding of the fundamental concepts and applications of data science. The course covers key topics such as data analysis, data visualization, machine learning, and big data technologies.

The goal of the course is to equip executives with the skills and knowledge they need to make informed decisions about data-driven initiatives within their organizations.

Syllabus

• Introduction to Data Science
Definition and scope of data science
Importance of data-driven decision-making
Overview of course objectives and outcomes
• Fundamentals of Data Analysis
Types of data and data sources
Data cleaning and preprocessing
Descriptive statistics and exploratory data analysis
• Data Visualization Techniques
Principles of effective data visualization
Common tools and software for visualization
Case studies and examples of impactful visualizations
• Introduction to Machine Learning
Basic concepts and terminology
Overview of machine learning algorithms
Applications of machine learning in business
• Big Data Technologies
Understanding big data and its challenges
Introduction to Hadoop and Spark
Cloud computing and data storage solutions
• Implementing Data Science in Business
Identifying data-driven opportunities
Building a data-driven culture
Case studies on successful data science initiatives in businesses
• Ethical Considerations and Data Governance
Data privacy and security issues
Ethical use of data and AI
Regulatory compliance and guidelines
• Making Data-Driven Decisions
Translating data insights into strategic actions
Communicating results to stakeholders
ROI measurement and impact assessment of data initiatives
• Capstone Project
Practical application of course concepts
Development of a data strategy for a hypothetical business scenario
Presentation and feedback session
• Course Conclusion and Future Trends
Recap of key learnings
Emerging trends in data science
Resources for continued learning and development in data analytics and science

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Taught by

DMSA Training

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Subjects

Data Science