Description
Data Structures and Algorithms in Python course. Building reliable and high-performance software requires knowledge that goes beyond a specific programming language or framework. This requires a thorough understanding of how data is organized in memory, how it can be manipulated, sorted or searched. There is a reason why all the big tech companies like Google, Amazon or Netflix focus their technical interviews on these topics. Whether you’re doing mobile apps, websites, games, machine learning, or anything else that involves coding, you need a good understanding of data structures and algorithms. Many self-taught developers and aspiring engineers often feel that they lack the knowledge when it comes to deciding on the right data structure or the right approach to solving a problem. If you have ever felt this way, this substance is the right choice for you. This course includes months of computer science topics to put you at the same skill level as someone with a computer science degree. What sets us apart? Each video begins with an in-depth analysis of the topic at hand. At this stage we are not writing any code yet, but learning how to approach the problem, think of ways to solve it, and build a mental model of the solution. Then we continue to code the algorithm step by step. But we do not stop there. We give one or more examples and go through the code line by line. And we mean that literally. You will see how code is executed from top to bottom and how data flows and changes during execution. We consider this method the best way to truly understand the inner workings of an algorithm. We will also analyze the time performance and space usage of each algorithm and the method we write using Big O notation. We will discuss the strengths and weaknesses of each data structure and discuss their real-world uses. Apart from all this, you will also learn things like recursion, how computers work, problem solving techniques, common programming patterns and much more. What does this course include?
- How computers work under the hood
- What is a data structure?
- What is the algorithm?
- Problem solving techniques
- Big O Notation – How to analyze the time performance and space usage of algorithms. This is done for every function/algorithm we write.
- Gain a deeper understanding of how code works
- coming back
Data Structures:
- Arrays
- Hash tables
- Single linked lists
- Doubly linked lists
- stacks
- tail
- Binary search trees
- Tree navigation
- the mass
- Charts
Sorting algorithms:
- Insertion sort
- Sort selection
- Bubble sort
- Shell sorting
- stack sort
- Merge sort
- Quick sort
- root sorting
What you will learn in the Data Structures and Algorithms in Python course
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Understanding how computers store and work with data
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Analyze the space and memory usage of each algorithm using Big O notation
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Dive deep into function execution mechanisms and decipher the concept of recursion
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9 Implement the most common data structures from scratch
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Learn how 8 well-known sorting algorithms work
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Learn algorithms for searching/traversing trees and graphs
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Improve your problem solving skills
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Learn behind the scenes basic data structures (arrays and hash maps).
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Understand common programming patterns
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Learn everything you need to know for a technical interview
This course is suitable for people who
- Self-taught engineers with a professional background in various fields who want to switch to the technology industry
- Anyone preparing for a technical interview
- Engineers who want to develop a better command of technology, take on better roles and take their career to new heights.
- Computer science students who want to supplement their studies with alternative learning materials
Data Structures and Algorithms in Python course specifications
- Publisher: Udemy
- teacher: Glassbyte Team
- Training level: beginner to advanced
- Training duration: 11 hours and 40 minutes
- Number of courses: 80
Course headings
Data Structures and Algorithms in Python course prerequisites
- Basic coding concepts in any programming language
- No previous data structures and algorithms knowledge needed
- A computer to practice on (Windows, Mac or Linux)
Course images
Sample video of the course
Installation guide
After Extract, view with your favorite Player.
Subtitle: None
Quality: 720p
download link
File(s) password: www.downloadly.ir
Size
2.1 GB
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