Software Development

Start Learning Advanced Algorithms II today!

Join Turtlers Coding lessons today to enjoy flexible class appointments and teaching methods that allows you/your kids to explore their creative outlook and use modern technology to implement applicable projects. Start today to get right on your learning path.

  • Advanced
  • Last updated 9/2023
  • English
Course Description

The algorithms course based on Python relies on the foundational knowledge from Advanced Algoritms part I but also extends that to provide a comprehensive understanding of data structures, path finding algorithms, and various search problems. The course focuses on the practical application of linked lists, trees, and graphs, which are essential data structures for organizing and manipulating large amounts of data.

The course also covers path finding algorithms, which are commonly used in various fields, such as transportation, logistics, and gaming. The students will learn about the different types of search algorithms, including informed and uninformed search algorithms. They will also learn about the trade-offs between these algorithms and when to use them in various scenarios.

In addition, the course delves into greedy algorithms, recursive and iterative algorithms, and their applications. These algorithms are important tools for solving complex problems, and the students will learn how to analyze and implement them in Python.

Overall, this course is designed to equip students with a strong foundation in algorithms and data structures, which are essential skills for computer science, data science, and engineering fields. Through hands-on programming exercises and real-world examples, students will gain practical experience in solving real-world problems using Python.

  1. Advanced Algorithms I
  2. A Laptop (Windows, Mac or Linux are all acceptable)
  3. Python Level 3
Upon completion of the course, the student is should comfortably be able to:
  1. Develop a comprehensive understanding of data structures, such as linked lists, trees, and graphs, and learn how to manipulate them efficiently using Python.
  2. Apply various path finding algorithms and search problems to solve complex problems in transportation, logistics, and gaming.
  3. Differentiate between informed and uninformed search algorithms and learn when to use them in various scenarios.
  4. Implement greedy algorithms, recursive and iterative algorithms in Python and learn how to analyze and optimize them for solving complex problems.
  5. Develop practical programming skills for solving real-world problems in computer science, data science, and engineering fields.
  6. Gain hands-on experience in solving real-world problems using Python and learn how to apply algorithms and data structures to practical situations.

Course Details

  • Lectures 12 Lessons
  • Duration 12 Weeks
  • Skill Level Advanced
  • Language English
  • Assignments Optional

Trending Courses

Check out some of the most 🔥 courses amongst our students

course image
Scratch Level 1
No Experience Required

14+

Projects
12h 12 Lessons
course image
Python Turtle
No Experience Required

14+

Projects
12h 12 Lessons
course image
Web Development 1 - Introduction
No Experience Required

14+

Projects
12h 12 Lessons
course image
Roblox Games with Lua
No Experience Required

14+

Projects
12h 12 Lessons