Data Structures and Performance

This course is part of multiple programs. Learn more

Instructors: Christine Alvarado +2 more

Instructor ratings

We asked all learners to give feedback on our instructors based on the quality of their teaching style.

Skills you'll gain

  •   Software Testing
  •   Theoretical Computer Science
  •   Object Oriented Programming (OOP)
  •   Debugging
  •   Computer Programming
  •   Development Testing
  •   Data Structures
  •   Performance Tuning
  •   Algorithms
  •   Java Programming
  •   Unit Testing
  • There are 6 modules in this course

    This is an intermediate Java course. We recommend this course to learners who have previous experience in software development or a background in computer science, and in particular, we recommend that you have taken the first course in this specialization (which also requires some previous experience with Java). In this course, you will use and analyze data structures that are used in industry-level applications, such as linked lists, trees, and hashtables. You will explain how these data structures make programs more efficient and flexible. You will apply asymptotic Big-O analysis to describe the performance of algorithms and evaluate which strategy to use for efficient data retrieval, addition of new data, deletion of elements, and/or memory usage. The program you will build throughout this course allows its user to manage, manipulate and reason about large sets of textual data. This is an intermediate Java course, and we will build on your prior knowledge. This course is designed around the same video series as in our first course in this specialization, including explanations of core content, learner videos, student and engineer testimonials, and support videos -- to better allow you to choose your own path through the course!

    Working with Strings

    Efficiency Analysis and Benchmarking

    Interfaces, Linked Lists vs. Arrays, and Correctness

    Trees! (including Binary Search Trees and Tries)

    Hash Maps and Edit Distance

    Explore more from Algorithms

    ©2025  ementorhub.com. All rights reserved