This Specialization provides a comprehensive foundation in programming with Python and Java, catering to beginners and those seeking to advance their careers. From fundamental concepts to advanced techniques, learners will gain proficiency in writing fully-functional programs and applying best practices in code design, testing, and documentation.
With a focus on computational thinking and good code design, this Specialization equips learners with essential skills for success in the world of programming and computer science.
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This Specialization comprises four modules that progressively cover Python programming, data analysis, Java and object-oriented programming, as well as inheritance and data structures in Java. Learners will acquire a well-rounded understanding of essential programming concepts and techniques.
Introduction to Python Programming: This module introduces learners to core programming concepts and features of the Python language, covering data structures, conditionals, loops, variables, and functions. Through practical exercises, students will design and write fully-functional Python programs and gain proficiency in using different tools for writing and running Python code.
Data Analysis Using Python: In this module, learners will apply basic data science techniques using Python, including data frames, data analysis libraries, and data visualization skills. They will analyze real-world data, query and summarize data, and develop essential data visualization skills using Python.
Introduction to Java and Object-Oriented Programming: This module focuses on object-oriented programming and the Java language, covering Java collections, classes, polymorphism, method overloading, and principles of test-driven development. Learners will develop programs using Eclipse and gain proficiency in testing Java code.
Inheritance and Data Structures in Java: In this final module, learners will delve into the concept of inheritance in object-oriented programming, exploring advanced techniques for handling data structures and file operations in Java. They will gain practical experience in using Eclipse's interactive debugger and manipulating data in collections.
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