Data Structures and Algorithms is the name of a set of video tutorials on data structure and building algorithms published by the Udacity Training Institute. This course teaches the content of the course in a very practical way by solving problems related to a data structure and an algorithm and by carrying out more than 80 exercises in this field.
What you will learn in Data Structures and Algorithms:
- Different types of structures that contain data.
- Different ways to modify data structures and evaluate their performance
- Understand the benefits and applications of different data structures
- Deal with different problems and choose the right data structure according to the needs
Course specifications
Editor: audacity
Instructors: Kyle Stewart-Franz , Abe Feinberg and Brynn Claypool
English language
Level of training: basic to advanced
Duration: Assuming 10 hours of work per week, approximately 4 months
Course topics
Lesson 1: Supervised Learning
FIRST LESSON : Introduction
LESSON TWO: Python update
LESSON THREE: How to Troubleshoot
LESSON FOUR: Big O notation
Lesson 2: Data Structures
FIRST LESSON : Collection data structures (lists, arrays, linked lists, queues, stack)
LESSON TWO: Recursion
LESSON THREE: Trees
LESSON FOUR: Cards and hashes
Lesson 3: Basic Algorithms
FIRST LESSON : Binary search
LESSON TWO: Sorting algorithms
LESSON THREE: Divide and Conquer Algorithms
Course 4: Advanced algorithms
FIRST LESSON : Greedy algorithms
LESSON TWO: Graph 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 will I need in this program?
Software/Version Requirements:
Python 3
A code/text editor, such as vim, Sublime Text, Atom, or VSCode
A web 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.
Pictures of the course
Introductory Video to Data Structures and Algorithms
Installation guide
After ripping, watch with your favorite player.
english subtitle
Quality: 720p
Download link
File password(s): ngaur.com
Cut
2.15 GB