Data Structures and Algorithms is the name of a collection of video tutorials on data structure and creating algorithms published by the Udacity Training Institute. This course teaches the course content in a completely practical way by solving problems related to a data structure and an algorithm and completing more than 80 exercises in this area.
What you will learn in Data Structures and Algorithms:
- Different types of structures containing data.
- Different ways to modify data structures and evaluate their performance
- Understand the benefits and applications of different data structures
- Deal with different issues and choose the right data structure according to needs
Course Specifications
Editor: audacity
Instructors: Kyle Stewart-Franz , Abe Feinberg And Bryn Claypoole
English language
Training level: basic to advanced
Duration: Assuming 10 hours of work per week, approximately 4 months
course topics
Course 1: Supervised learning
LESSON FIRST: Introduction
LESSON TWO: Python update
LESSON THREE: How to troubleshoot
LESSON FOUR: Big O notation
Course 2: Data Structures
LESSON FIRST: Collection data structures (lists, arrays, linked lists, queues, stack)
LESSON TWO: Recursion
LESSON THREE: Trees
LESSON FOUR: Maps and hashing
Course 3: Basic algorithms
LESSON FIRST: Binary search
LESSON TWO: Sorting algorithms
LESSON THREE: Divide and Conquer Algorithms
Course 4: Advanced Algorithms
LESSON FIRST: Greedy algorithms
LESSON TWO: Graphics algorithms
LESSON THREE: Dynamic programming
LESSON FOUR: Linear programming
Prerequisites for Data Structures and Algorithms
you should have intermediate knowledge of Python programming and basic knowledge of algebra.
What software and versions do I need in this program?
Software/version requirements:
Python3
A code/text editor, such as vim, Sublime Text, Atom or VSCode
An internet browser
A command-line interface, such as Terminal (on Mac) or Git Bash (on Windows)
Hardware requirements:
A modern personal computer running macOS, Windows, or Linux, with a high-speed Internet connection.
class photos
Introductory video on data structures and algorithms
installation guide
After the clip, watch with your favorite reader.
english subtitles
Quality: 720p
Download link
File password(s): free download software
size
2.15 GB