ColumbiaX: Programming & Data Structures

ColumbiaX: Programming & Data Structures

by Columbia University

About this Course

This self-paced, asynchronous course offered by ColumbiaX focuses on establishing a strong foundational knowledge in data structures and introductory programming techniques in Python. It targets learners interested in reviewing and expanding their technical skills through coursework and self-assessment.

Course Description

This course is designed for individuals who aim to build solid knowledge in data structures and fundamental programming practices using Python. The course structure supports asynchronous learning, enabling students to go through the material at their own pace while engaging in comprehensive technical coursework and self-assessments.

What Students Will Learn

  • Understanding of Python programming components like control structures, variables, data types, and object-oriented programming.

Prerequisites or Skills Necessary

  • Experience with Python programming.
  • Experience with Java, C, or C++ (recommended but not essential).
  • Background in the advanced mathematics topics of linear algebra, multivariable calculus, and statistics.

Course Coverage

  • Foundations and principles of data structures
  • Basic programming techniques in Python
  • Functional application and problem-solving with data structures
  • Development and implementation of simple Python programs
  • Use of Python's object-oriented programming features

Who This Course Is For

  • Learners with an intermediate to advanced interest in computer science
  • Individuals preparing for roles demanding strong programming skills
  • Students and professionals aiming to strengthen their technical portfolio in data structures and programming

Application of Course Skills in the Real World

Skills acquired from this course can be utilized in various real-world applications like software development, systems engineering, data analysis, and more. Understanding data structures and Python programming enables more efficient problem solving and application development in professional tech environments.

Course Syllabus

  • Introduction to Python Programming
  • Variables and Data Types in Python
  • Control Structures in Python
  • Fundamentals of Data Structures
  • Object-Oriented Programming with Python
  • Practical Programming Projects and Assessments
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