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Class notes Computer Literacy

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you'll learn about data structure and algorithm. The basic concept would be in your grasp.

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Introduction to Data Structures & Algorithms


Course Introduction

This course is designed for placement preparation and will mainly cover data structures and
algorithms using C and C++. Even if you do not know C++, you will still be able to follow
along easily. .


Data Structures and Algorithms

Data structures are used to arrange data in main memory for efficient usage while
algorithms are a sequence of steps to solve a given problem. In this course, we will cover
arrays, linked lists, and graphs as examples of data structures and dive into solving
problems using different algorithms.


Programming Languages

C and C++ will be the primary languages used in this course but Java can also be used to
implement the algorithms. I do not recommend Python or JavaScript for beginners but
rather suggest learning C to get a solid foundation in programming.


Conclusion

Learning data structures and algorithms is a responsibility and I will teach this course in a
way that is easy to understand for beginners. Don't worry if you make mistakes or have
trouble at first, just follow along step by step and everything will become clear.


Data Structures & Algorithms for Placements

This course is primarily for those preparing for placements or job interviews.

, Time is limited when preparing for placements, so this course is structured to value your
time. A 15-hour video on C with notes is available on the channel, which will be covered first.
If you're an advanced Java user or can program algorithms in Python, then it's possible to do
so. However, it's recommended to learn C and C++ first.


Data structure is an arrangement of data in main memory, which refers to RAM (Random
Access Memory) of 2, 4, 8, 16, or 32 GB. The sequence of RAM usage is important when
loading a program like "chrome.exe" for Windows. Fiddling with data occurs in main
memory, which must be arranged optimally using data structures to minimize RAM usage.


The theory of databases is not covered in this course, but you should know their basic
concepts. When opening a new tab, a large amount of data is stored in a database that must
be retrieved and updated regularly. Data warehouses store data permanently for faster
retrieval and updation for analysis purposes. Legacy data needs to be stored separately
from the main system.


Sorting Algorithms

The example used here is sorting arrays in ascending or descending order. An algorithm is a
series of steps to create a process. When sorting an array, steps must be taken to sort in
ascending or descending order. The steps taken to sort an algorithm into an array define the
algorithm.


Data Warehousing and Big Data

Data is the fuel of big algorithms these days, so it's essential not to lose the data. To prevent
data loss, the data is separated from the main system and stored in what is known as legacy
data. Data warehousing, on the other hand, deals with how to store legacy data efficiently in
different types of algorithms, analysis, and distributed systems that can handle huge
databases that regular applications or algorithms cannot. Big data is a separate field that
requires a different set of algorithms and analysis.


It's essential to understand data warehousing and big data, though they are beyond the
scope of this course. Do not use these terms, but understand their significance. The best
way to learn data structures and algorithms is to study C programming, specifically stacks

Información del documento

Schooljaar
2
Subido en
20 de mayo de 2023
Número de páginas
5
Escrito en
2022/2023
Tipo
Entrevista
Empresa
Desconocido
Personaje
Desconocido
$133.00

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