MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 121 lectures (15h 37m) | Size: 5.33 GB
Extensive practice with their solutions to sharpen your problem-solving skills and smooth interviews preparations
What you'll learn:
Extensive practice to sharpen problem-solving and algorthmic skills
Expose yourself to many recursive-based techniques
After the course, a smooth experience to prepare for coding interviews
Short and well written codes
Requirements
Strong programming background
Solved several practice during a programming course
STL, especially vector class. Others include: set, map and hash table
Optional but recommended: Implement long programming projects
Highly recommended: Attended a strong data structure course first and solved a lot
Description
Almost all other courses focus on knowledge. In this course, we focus on gaining real skills.
Overall:
The course covers a good subset of algorthmic topics
Learn the inner details of the algorithms and their time & memory complexity analysis
Learn how to code line-by-line
Source code and Slides and provided for all content
An extensive amount of practice to master the taught algorithms (where most other content fails!)
Content of this part
Online Judges and How to use
Recursion: Basics Review
Complexity Analysis (Part 1)
Sorting: Insertion, Selection and Count
Searching: Binary Search (Basic and generalised forms)
Graph Representation
Graph DFS
Graph BFS
Graph Topological Order
Extensive practice on these subjects
Philosophy of the course 2 parts:
The first part focus on topics that are more common in interviews
The first part focus on topics that require less proving skills. This allow you to sharpen problem-solving skills more first
Teaching Style:
Instead of long theory then coding style, we follow a unique style
I parallelize the concepts with the codes as much as possible
Go Concrete as possible
Use Clear Simple Visualization
Engagement
By the end of the journey
Solid understanding of Algorithms topics in C++
Mastering different skills
Analytical and Problem-Solving skills
Clean coding for algorithms
With the administered problem-solving skills
You can start competitive programming smoothly
A strong step toward interviews preparation
Prerequisites
Programming Skills:
Strong Programming skills
Solving a lot of basic problem-solving problems on fundamentals
Good understanding for basic recursion (E.g. Fibonacci)
STL, especially Vectors, map/set, unordered map/set
Highly Preferred:
Do programming projects
Finish a descent data structure course (extensive data structure practice)
About the Instructor (relevant experience): I was ICPC Finalists in 2010 where algorithms and data structures are the key to success. Learning the exact inner details of these algorithms and how to build real experience compare to others is an important key. For more about me, visit my website.
Don't miss such a unique learning experience!
Acknowledgement: "I'd like to extend my gratitude towards Robert Bogan for his help with proofreading the slides for this course"
Who this course is for
People who want to master a critical CS componenet
People who want to prepare for interviews, then Algorithms is a must step before interviews preparations
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