Algorithms

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About Course

Introduction

Good morning, everyone! Welcome to the training course on Algorithms.

This course will be focused on teaching you how to create and master algorithms for solving problems in different areas of software engineering.

We will cover topics such as design principles for algorithms, analysis of algorithms’ efficacy, and development strategies for more efficient solutions.

There will also be a practical component involving creating simple programs from scratch with the help of different programming languages.

I am sure that by the end of this course you will have acquired a deep understanding of algorithm construction and be able to apply your knowledge in your own work. Let us begin now!

 

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What Will You Learn?

  • 1. Develop an understanding of the basic principles of algorithms and their applications.
  • 2. Learn how to design, analyze, and implement effective algorithms.
  • 3. Become familiar with algorithm design strategies and common algorithmic techniques.
  • 4. Understand the time and space complexity of algorithms, and their tradeoffs with one another.
  • 5. Recognize the role of data structures in efficient algorithm development, analysis, and implementation.
  • 6. Analyze problem-solving approaches to develop efficient algorithms for use in practical applications.
  • 7. Manage complex algorithm design projects from beginning to end effectively utilizing best practices for software development methodology such as agile or test-driven development (TDD).

Course Content

Introduction 1. Introduction to Algorithms

  • Introduction to Algorithms
    10:01

Module 2. Problem Solving with Algorithms

Module 3. Designing and Implementing Algorithm Solutions

Module 4. Efficiency of Algorithms

Module 5. Graph and Network Algorithms

Module 6. Advanced Algorithm Topics

Module 7. Applications of Algorithm Problem Solving

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