Executive Development Programme in Data Science for Non-Programmers
-- viewing nowThe Executive Development Programme in Data Science for Non-Programmers is a certificate course designed to empower non-programming professionals with essential data science skills. In today's data-driven world, there's a high demand for professionals who can interpret and apply data to make informed business decisions.
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Course Details
• Introduction to Data Science – Basics of data science, its importance, and applications
• Data Literacy for Non-Programmers – Understanding data types, data formats, and data sources
• Data Cleaning and Preparation – Techniques to clean, prepare, and preprocess data
• Data Analysis Tools – Excel, Power BI, and Google Sheets for data analysis
• Data Visualization – Creating and interpreting data visualizations using tools like Tableau and Power BI
• Statistical Analysis – Introduction to statistical concepts and their application in data science
• Machine Learning Essentials – Introduction to machine learning algorithms and use cases
• Decision Trees and Random Forests – Understanding and implementing decision tree and random forest models
• Data Storytelling – Communicating insights and recommendations based on data analysis
• Ethics in Data Science – Understanding ethical considerations and responsible use of data science
Career Path
Entry Requirements
- Basic understanding of the subject matter
- Proficiency in English language
- Computer and internet access
- Basic computer skills
- Dedication to complete the course
No prior formal qualifications required. Course designed for accessibility.
Course Status
This course provides practical knowledge and skills for professional development. It is:
- Not accredited by a recognized body
- Not regulated by an authorized institution
- Complementary to formal qualifications
You'll receive a certificate of completion upon successfully finishing the course.
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