Amitabha Dey

Amitabha Dey

Lecturer, Computer Science at UNCG | NLP Researcher and Data Scientist

Teaching

CSC 330: Advanced Data Structures

In-person: Spring 2024, Department of Computer Science, UNCG, 2024

This course will delve into an array of advanced topics crucial for mastering data manipulation and algorithmic problem-solving. Topics include static and dynamic arrays, linked lists, hash tables, binary trees, heaps, graphs, and various sorting algorithms. Through comprehensive study and practical implementation, you will gain a deep understanding of these data structures and their associated algorithms, enabling you to analyze their efficiency and apply them effectively to real-world scenarios.

CSC 250: Foundations of Computer Science I

In-person: Fall 2023, Department of Computer Science, UNCG, 2023

This course introduces fundamental concepts and principles in computer science, equipping students with a strong foundation for further study and practical application in various domains. Topics covered include functions, security, algorithmic paradigms, computational complexity, combinatorics, data structures, compiler design, and automata theory.

CSC 105: Data, Computing, and Quantitative Reasoning

In-person: Fall 2023, Department of Computer Science, UNCG, 2023

This course provides a comprehensive introduction to data analysis using Python, focusing on practical skills and techniques for manipulating, exploring, visualizing, and analyzing data. Through hands-on exercises and real-world examples, students will learn how to leverage popular Python libraries such as Pandas, Matplotlib, Seaborn, and NumPy to extract insights and make data-driven decisions