Course Description

Elevate your expertise with our Principles of Data Science course, meticulously designed for the Master of Computer Science (MCS) program. This course empowers aspiring data scientists and computer science professionals to master the foundational principles and practical applications of data science through four comprehensive modules:

• Introducing Data Science and Data Collection – Explore the essence of data, its collection methods, and the pivotal role of data science in transforming information into actionable insights.
• Analyzing Data Using Statistics – Apply advanced statistical techniques to uncover patterns, trends, and relationships within complex datasets.
• Predicting and Modeling Using Data – Develop proficiency in building predictive models and leveraging machine learning to forecast outcomes and inform strategic decisions.
• Maintaining a Professional and Ethical Data Science Practice – Master best practices for ethical data use, ensuring fairness, transparency, and responsibility in professional settings.

Through hands-on projects, you’ll gain practical skills to analyze, model, and interpret data effectively. Tailored for MCS students, Principles of Data Science equips you with the tools to excel in the rapidly evolving field of data science.

What will i learn?

• Define the principles of data science and its applications in computer science and industry.
• Collect, clean, and organize complex datasets for advanced analysis.
• Apply sophisticated statistical methods to interpret data and derive actionable insights.
• Build and evaluate predictive models using cutting-edge machine learning techniques.
• Implement ethical standards in data science, ensuring fairness and transparency in professional practice.
• Apply advanced data science skills to solve complex problems in academic and industry settings.

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