Certificate Program in Data Science

The Basic Certificate Program in Data Science provides a comprehensive introduction to the essential concepts and techniques in data science. Covering data collection, cleaning, visualization, statistics and machine learning. This course equips students with practical skills in Python and data analysis, preparing them for real-world data science projects and further studies.

Course Overview

INTAKES Intakes: Apr, Jul, Oct
METHOD OF DELIVERY The delivery method for this certification is entirely online, requiring candidates to have access to a personal computer.
MEDIUM OF INSTRUCTION Sinhala and Simple English
COURSE DURATION 60 Hours
COURSE SCHEDULE 2 Hours, 3 Days per week

Course Contents

 

Module Details
Introduction to Data Science Objective: Gain a solid understanding of the fundamentals of data science, its various applications and the stages involved in a data science project. Learn about the key roles, responsibilities and skills required in the field of data science.
Data Collection and Acquisition Objective: Explore different methods of data collection, including retrieving data from APIs, web scraping and databases. Learn how to acquire both structured and unstructured data for analysis.
Data Cleaning and Preprocessing Objective: Learn techniques for cleaning and transforming raw data into a usable format. This includes handling missing values, dealing with outliers and applying normalization to prepare data for analysis.

The Basic Certificate Program in Data Science provides a thorough introduction to essential data science concepts and techniques. The program covers topics such as data collection, cleaning, preprocessing and exploratory data analysis. Students will gain hands-on experience with Python and popular libraries like Pandas and NumPy, along with foundational knowledge in statistics and machine learning. The course explores both supervised and unsupervised learning techniques, model evaluation and performance metrics. The final project allows students to apply their skills to a real-world dataset, ensuring they are well-prepared for career opportunities or further studies in data science.

Course Fee

Rs 60,000/=

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Admission Requirements

Please review the entry requirements before starting your application.

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