Programming Essentials: Learn Algorithms

Learn the Fundamental Concepts of Algorithms and Basic Data Structures

4.25 (16 reviews)
Udemy
platform
English
language
Programming Languages
category
instructor
3,189
students
1.5 hours
content
Feb 2024
last update
$29.99
regular price

What you will learn

Learn about Algorithm Programming

Learn about measuring algorithm performance

Learn about data structures such as arrays, stacks, and queues

Sorting data and searching data

Learn about looping and recursion

Filtering and value counting with hash tables

Description

To make a computer do anything, you have to write a computer program. To write a computer program, you have to tell the computer, step by step, exactly what you want it to do. The computer then executes the program, following each step mechanically, to accomplish the end goal.

When you are telling the computer what to do, you also get to choose how it's going to do it. That's where algorithms come in. The algorithm is the basic technique used to get the job done.

You can think of algorithms as a recipe that describes the exact steps needed for the computer to solve a problem or reach a goal. We've all seen food recipes - they list the ingredients needed and a set of steps for how to make the described meal. Well, an algorithm is just like that.

In this course, you will learn some of the most popular and useful algorithms for searching and sorting information, working with techniques like recursion, and understanding common data structures. We'll also get into the performance implications of different algorithms and how to evaluate the performance of a given algorithm. Each algorithm is shown in practice in Python, but the lessons can be applied to any programming language.

Content

Introduction

Introduction
Overview of algorithms
Understanding algorithm performance

Data Structures

Overview of data structures
Arrays
Linked lists
Stacks and queues
Hash tables

Recursion

Understanding recursion
Power and factorial

Sorting Data

Sort Data
Bubble sort
Merge sort
Quicksort

Searching Data

Unordered list search
Ordered list search
Determine if a list is sorted

More Algorithms

Unique filtering with hash table
Value counting with hash table
Find max value recursively

Conclusion

Conclusion

Screenshots

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Reviews

Arushi
May 9, 2020
not able to understand the teacher properly, and also because he is teaching using python which is not a common language for many students like many, as i am not comfirtable with the tutor i want my money back.

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2641936
udemy ID
11/5/2019
course created date
11/7/2019
course indexed date
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