Certificate Program in Data Science
Course Overview
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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