Algorithmic Solutions: Design, Problem Solving, Reporting

This course is a comprehensive course designed to introduce learners to the fundamental concepts of algorithm design, advanced problem-solving techniques, and effective reporting of results.

Karlis Zars

Data Science | core | 1 hour | Published: Aug 2024

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Overview

1KSTUDENTS^*

98.9%RECOMMEND^*

This course includes:

1 hour of on-demand video 
Certificate of completion 
Direct access/chat with the instructor
100% self-paced online

“Algorithmic Solutions: Design, Problem Solving, Reporting” is a comprehensive course designed to introduce learners to the fundamental concepts of algorithm design, advanced problem-solving techniques, and effective reporting of results. This course blends theoretical lessons with practical examples to equip participants with the skills necessary to approach complex problems, develop optimized algorithms, and communicate their solutions clearly. I recall a pivotal project where our team's initial approach to a complex scheduling algorithm led to inefficiencies that nearly jeopardized the project's deadline. This experience taught us the critical importance of robust algorithm design and adaptive problem-solving. It's a lesson in the necessity of not just solving problems, but solving them right—the first time. For instance, participants will learn how to implement and analyze the Bubble Sort algorithm to understand sorting techniques, and use constraint satisfaction techniques to solve Sudoku puzzles and scheduling problems. These examples ensure that learners can directly apply theoretical knowledge to real-world scenarios, enhancing both their problem-solving abilities and practical skills. By the end of this course, learners will be able to articulate the core principles of algorithm design, apply diverse algorithmic techniques to solve complex problems, and effectively communicate their findings. Whether you are new to programming or looking to deepen your existing problem-solving skills, this course will provide you with comprehensive insights into the art and science of algorithm design.

Skills You Will Gain

Algorithm Design

Complexity Analysis

Constraint Satisfaction

Data Visualization

Linear Programming

Problem-Solving

Learning Outcomes (At the end of this program you will be able to)

Show understanding about the fundamentals of algorithm design and complexity analysis.
Apply different algorithmic techniques to solve a variety of problems.
Develop skills to effectively communicate algorithmic solutions through reports and presentations.

Prerequisites

Participants should have a basic grasp of programming fundamentals, including variables, loops, conditionals, and basic data structures like arrays and lists. Additionally, a fundamental understanding of mathematics is required, particularly in algebra, discrete mathematics (sets, functions, and logic), and basic combinatorics. This foundational knowledge ensures learners can effectively engage with advanced algorithmic concepts and methodologies covered throughout the course.

Who Should Attend

This course caters to aspiring software engineers, computer science students, IT professionals, and data analysts eager to deepen their understanding of algorithmic design and problem-solving. Participants will explore advanced techniques vital for optimizing software performance and enhancing computational efficiency. Whether you’re looking to advance your career or solidify your academic foundation, this course equips you with essential skills to navigate complex programming challenges and excel in diverse IT roles.

Curriculum

Instructors

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^*Where courses have been offered multiple times, the “# Students” includes all students who have enrolled. The “%Recommended” shown is also based on this data.