Java Data Structures and Algorithms: Problem-Solving and Optimization

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VEDUCARE
Last Update October 27, 2023
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About This Course

The course “Java Data Structures and Algorithms: Problem-Solving and Optimization” is designed to help you master the fundamental concepts of data structures and algorithms using the Java programming language. In this course, you will learn how to solve complex problems and optimize your code for efficiency.

The course begins by introducing you to the essential data structures such as arrays, linked lists, stacks, queues, trees, and graphs. You will learn how to implement these data structures in Java and understand their strengths and weaknesses for different problem scenarios. With a strong foundation in data structures, you will then dive into the world of algorithms.

Throughout the course, you will explore various algorithmic techniques and strategies, including sorting, searching, recursion, backtracking, dynamic programming, and more. You will learn how to analyze the time and space complexity of algorithms and choose the most appropriate algorithm for solving a given problem. Additionally, you will gain hands-on experience by implementing these algorithms in Java.

The course also emphasizes problem-solving skills and algorithmic thinking. You will be presented with a wide range of programming challenges and exercises that will help you apply the concepts you have learned to real-world problems. By practicing problem-solving techniques and optimizing your solutions, you will enhance your ability to tackle complex coding problems efficiently.

This course is suitable for Java developers who want to deepen their understanding of data structures and algorithms, as well as aspiring programmers who are looking to build a strong foundation in problem-solving and optimization. Whether you are preparing for coding interviews, competitive programming competitions, or simply want to improve your programming skills, this course will equip you with the necessary knowledge and techniques to excel in problem-solving using Java.

Learning Objectives

Study of fundamental algorithms, including searching, sorting, and recursive techniques.
Techniques for analyzing the time and space complexity of algorithms to measure efficiency.
Exploration of advanced data structures like hash tables and heaps for optimized data management.
Application of algorithms for graph traversal, dynamic programming, and greedy approaches.
Practice in implementing data structures and algorithms in Java to solve real-world problems.
Consideration of best practices and optimization techniques in Java programming.

This course is best for:

  • The course "Java Data Structures and Algorithms: Problem-Solving and Optimization" is designed for individuals who have a basic understanding of Java programming and want to enhance their skills in data structures, algorithms, and problem-solving. The target audience for this course includes:
  • Beginner Java Programmers: If you are new to Java programming and want to deepen your understanding of data structures and algorithms, this course will provide you with a solid foundation.
  • Software Developers: If you are a Java developer looking to improve your problem-solving skills and learn efficient algorithms and data structures, this course will help you enhance your programming abilities.
  • Computer Science Students: If you are studying computer science or a related field, this course will supplement your academic curriculum by providing practical knowledge and real-world problem-solving techniques.
  • Coding Enthusiasts: If you have a passion for coding and want to explore the world of data structures and algorithms, this course will introduce you to important concepts and equip you with valuable problem-solving skills.
  • Interview Preparation: If you are preparing for technical interviews or coding challenges, this course will help you strengthen your problem-solving abilities and improve your chances of success.
  • Java Professionals: If you are already working as a Java professional and want to expand your knowledge of data structures and algorithms, this course will provide you with valuable insights and techniques to optimize your code and improve performance.
  • Regardless of your background, if you have a keen interest in learning and mastering data structures, algorithms, and problem-solving techniques in Java, this course is suitable for you. It aims to provide a comprehensive understanding of these concepts and empower you to tackle complex programming challenges effectively.

Curriculum

17 Lessons

Introduction to Data Structures and Algorithms

Understanding Data Structures: Arrays, Linked Lists, and Stacks
Exploring Fundamental Algorithms: Searching and Sorting Techniques
Introduction to Trees: Binary Trees, Binary Search Trees, and AVL Trees
Graph Theory Basics: Graph Representation and Traversal
Assignments

Arrays and Array Lists

Stacks and Queues

Trees and Binary Search Trees

Dynamic Programming

Course Provided By

VEDUCARE

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Enrolkart Course - 2023-07-18T231125.417

$ 0.00

Level
Intermediate
Lectures
17 lectures
Language
English
Enrollment validity: Lifetime

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