Cyber Security vs Data Science| Which to choose as a career


Last updated on
Jan 19, 2024

Cyber Security VS Data Science – Table of Content

What is cyber security?

The cyber security industry is a fascinating field in the IT sector and apt for those who are ready to accept the challenges. The term cyber security can be defined as it is a type of IT application that designs and implements secure network solutions specially designed to act as a shield against hackers, persistence attacks, and any cyber-attacks. The cyber security market is diverse that is ranging from a cyber professional service endpoint to mobile security. It has a diverse range of applications from financial service, retail, health care, infrastructure, and transport. There is huge demand has been created for cyber security professionals, and the companies looking out to hire cyber security engineers. The companies we would like to mention are PWC, Deloitte, Telesoft technologies, VMware, Intel, and many more.

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What is Data Science?

 Data science is also known as data-driven science and is also defined as a data tool that helps to solve complex data-related problems using patterns, models, and analytics. It is also an interdisciplinary field about scientific methods, processes, and systems to extract knowledge or data insights in various forms, either in structured or unstructured formats or you can define it as data mining

Cyber Security VS Data Science:

Here we thought to list out the major differences between cyber security and data science based on professional categories.

.Most IT professionals one or some other day think about a kick start their career as a cyber security engineer or data scientist. This section clears all your doubts related to choosing the right career path.

Cyber security engineer roles and responsibilities:

 Cyber security engineers are those who involve in designing and implementing security solutions to defend against various threats, cyber-attacks, and malware attacks. They are also involved in testing and monitoring the system devices to make us assure that all the system devices are up-to-date and ready to defend against any type of attack.

Data scientist roles and responsibilities:

A data scientist is responsible for collecting, analyzing, and also interpreting a large volume of data. The data scientist role is a combination of mathematician, scientist, statistician, and computer professional.

Cyber security engineer job description:

Here is a list of cyber security engineer job descriptions:

  •  Implementing security firewalls to networking systems.
  • Determining the access authorizations.
  • Securing the information technology infrastructure.
  • Involve in monitoring the network for signs of cyberattacks.
  • Eliminate the potential threats or attempted breaches.
  • Identifying the cyber attackers.
  • Informing the organization’s workers about security policies.

Data scientist job description:

Here is a list of data scientist job descriptions:

  • Designing the data modeling processes or applications (for ex: Denodo).
  • Building the machine learning algorithms or models.
  • Developing and maintaining the databases.
  • Assessing the quality of datasets.
  • Cleansing the unstructured/ unpatterned data.
  • Preparing the data reports for the executive and project team.
  • Proposing solutions to the executive team.
  • Creating data visualizations to present information.
  • Collaborating with other teams.
  • Combining models through ensemble modeling.

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Cyber security engineer skills

To become a cyber security engineer, the following are the mandatory skillsets anyone must have:

  • Secure coding practices, ethical hacking, and threat modeling.
  • Proficiency in programming languages like python, C++, Java, Ruby, Go, and Power shells.
  • IDS/IPS penetration and vulnerability testing.
  • Firewall and intrusion detection and prevention protocols.
  • Have basic knowledge on how to use various operating systems such as Windows, Linux, and UNIX.
  • Virtualization technologies and MYSQL database server.
  • Application security and encryption technologies.

Data scientist skill:

To become a data scientist, you should have these mandatory skill sets.

  • Data scientist professionals must have strong foundation knowledge in mathematics and statistics.
  • Additionally, they should have strong programming knowledge in Python or R programming and later use them for performing various operations like data mining, manipulations, calculations, graphical display, and also running embedded systems.
  • Data scientist professionals should have additional knowledge in data statistical modeling software such as SQL database and the Hadoop platform.
  • In addition to the above-mentioned skill sets, data scientists must have strong communication, problem-solving, collaboration, and out-of-the-box thinking capabilities.

Cyber security career path:

  • Cyber security engineers must hold a bachelor’s degree in computer science, and IT system engineering.
  • They should possess a minimum of two years of work experience in cybersecurity-related roles such as incident detection, responses, and forensics.  
  • . Should have experience with the functionalities, operations, and maintenance of firewalls and various forms of endpoint system device security.
  •   Must have proficiency in languages and tools such as C++, Java, Node, Python, Go, Power shells, and Go.
  •  They should have the ability to work in fast-paced work environments, often under some work pressure.

Data scientist career path:

  • The basic education qualification required to become a data scientist is an undergraduate or bachelor’s degree in computer science. 
  • Senior-level data scientist professionals must have a master’s degree with a few years of work experience.
  • Taking some certification exams also boosts up their professional career.

 Cyber security engineer salary:

As per the indeed.com job portal, the basic salary for any cyber security engineer professional ranging from $77,000, and an experienced cyber security engineer earns more than $135,000 depending on the individual’s experience, and knowledge.

Data scientist salary:

As per the indeed.com job portal, an average salary for any data scientist ranges from $80,000 and an experienced data scientist earns more than $145,000 depending on an individual’s experience, and knowledge.

Cyber security engineer certification:

Below is the list of major cyber security engineer certifications:

  • COBIT 5 control objectives for information and related technologies.
  • COBIT 5 Professional certification.
  • CompTIA security+certification -SYO-601.
  • CISA certification and training
  • CND – certified network defender
  • CHFI – Computer hacking forensic investigator certification
  • CISSP certification

Data science certification

  • SAS Certification. 
  •  SAS Certified Big Data Professional. 
  •  SAS Certified Advanced Analytics Professional. 
  •  Senior Data Scientist. 
  • Principal Data Scientist.
  • Microsoft Certified: Azure Data Scientist Associate. 
  •   IBM Data Science Professional Certificate.

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Benefits of Cyber Security:

Once you know the definition, you will start thinking about the key benefits of this domain. This section is dedicated to fulfilling your requirements. The following are the key benefits of using Cyber security:

  • Cyber security will defend us from critical attacks.
  • It helps us to browse the safe website.
  • Internet security processes all the incoming and outgoing data on your computer.
  • Security will defend from hacks and viruses.
  • The application of cyber security used in our PC needs update every week.
  • The security developers will update their database every week once. Hence the new virus was also detected.

Benefits of Data Science:

Here also we are going to make a list of key benefits of data science:

  • Empowering management and officers to make better decisions.
  • Data scientists direct the actions based on trends which in turn help in defining goals.
  • Data scientist challenge the staff to adopt the best practices and focus on issues that matter.
  • Identifying opportunities and decision making with quantifiable, data-driven evidence.
  • Improving fraud detections in financial institutions and also identifying the best delivery routes.

Key features of Cybers Security:

Below are the key features of cyber security:

  • Identify management unique IDs for personal and products for authentication.
  • Access control specifies the role and other constraints for authorization.
  • Agree on cryptographic details for securing network protocols.
  • Validate the source and integrity of the software and framework.
  • Validate the integrity of the process data. 
  • Validate the integrity of the OT settings.

Key features of Data Science:

Below are the key features of data science:

  • Responsive data construct and flexible to manage.
  • Easily trainable and parallel neural networking.
  • Opens source and feature columns.
  • Availability of statistical distribution.
  • Layered components and feature columns.

frequently asked Cyber security Interview questions and Answers !!

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Final Words:

In this Cyber security VS data science post, we did not concentrate not only on explaining basic things but also tried to explain the professional differences too. Both data science and cyber security are the hottest domains, to become a master or expertise in these technologies is a dream of many people. The main purpose to develop these kinds of articles are to help our readers to enhance their skill sets with appropriate domains and also choose the right career. We are hoping that you people enjoy reading our blogs. Stay tuned for more updates.

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  1. Cyber Security Technologies
  2. Cyber Security vs Softwar Engineering
  3. Liner Algebra For Data Science



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What are Socket Programming in Java

Socket programming is a method where two nodes on a network can connect and communicate with one another. While another socket reaches out to the first socket to establish a connection, one socket (or node) listens on a specific port at an IP address.
While the customer reaches out for the server, the server creates the listener socket. For connection-oriented socket programming, the classes Socket and Server Socket are utilized.

Programming using Java Sockets can be either connection-oriented or connection-less. For connection-oriented socket programming, While the customer reaches out for the server, the server creates the listener socket. For connection-oriented socket programming, the classes Socket and Server Socket are utilized. and DatagramSocket classes are used, while Socket and ServerSocket are used for connection-less socket programming.

What Is Java Socket

A Java socket is one terminal of a 2-way networked communication relationship between two programs. For the TCP layer to recognize the program that data is intended to be transferred to, a socket is tied to a port number.

Java Socket

A port number and an IP address make up an endpoint. An implementation of one side of a 2-way connection between the Java program and another program on the network is made possible by the class Socket, which is part of the Java platform’s package. The class resides on top of the platform-specific implementation, shielding your Java program from the specifics of every given system. Your Java programs can interact over the web in a platform-independent manner by utilizing the class rather than depending on native code.

Client-Side Programming

When using the client side, in the programming, the client initially watches for the server to launch. The requests will be sent to the server once it is operational. The client will then watch for the server’s answer. So, this is how server and client communication functions overall. Let’s now go deeper into client-side and server-side programming.

For starting with the requests from the client-side, the user needs to process the following steps:

Establish a connection :

Creating a socket connection is the initial action. The socket connection signifies that the 2 machines are aware of each other’s IP address and TCP port on the network.

The following statement will let you construct a socket:

Socket s = new s(“127.0.0.1”, 5000)

The first input in this case denotes the server’s IP address.

The TCP Port is represented by the second parameter. (A number that indicates which server-side program should be running.)

Communication :

Streams are utilized for both data input and output when communicating via a socket connection. You must shut down the connection after opening it and sending the requests.

Closing the connection :
Once the message has been transmitted to the server, the socket connection will explicitly close.

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Server-Side Programming

In essence, the server will create its object and await a request from the client. The server will reply with the response once the client will send the request.
Two sockets are required in order to program the server-side application, and they are as follows:

When a client calls newSocket(), a ServerSocket that is waiting for the requests from the client is created. There is a straightforward socket for client communication.
Following that, you must inform the client of the outcome.

Communication

The output is sent across the socket using the getOutputStream() function.

Closing the connection

Once everything is finished, it’s crucial to shut off the connection by shutting the socket and any active input/output streams.

  • You can run the server-side program first after configuring the client and server ends. After that, you must transmit the request and start client-side software. The server will reply as the client sends the request. The image below shows the same.

Closing the connection

  • The client will establish a connection and enter the request as a string.

Closing the connection 2

  • The server will reply to the request sent by the client.

Closing the connection 3

You must run a Java socket program in the given manner. These programs can also be run via a command window or terminal. However, as Eclipse is very feature-rich, you can easily run both apps on a console.

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Testing The Applications

The testing of applications is done using the IntelliJ application or any other IDE. 

  • Put the two programs together.
  • Start the client application after starting the server software.
  • Write a message in the client window, and the server window will simultaneously receive and display them.
  • Type BYE to leave.

This can be done using a command prompt also:

  • Create a new folder called project (this is the name of your package).
  • Place the project folder’s Server.java and Client.java files.
  • Go to the root path on the command prompt after opening it.
  • Run java project.Server first, then javac projectServer.java.
  • Use the same process to run the client and server programs.
  • Messages can then be typed in the window of the client.

The application can fail when a port has already been in use. Modify port no to a special number to resolve this problem.

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Conclusion

In this article, we have talked about socket and socket programming. Socket programming is a method where two nodes on a network can connect and communicate with one another. While another socket reaches out to the first socket to establish a connection, one socket (or node) listens on a specific port at an IP address. We have also discussed client-side and server-side along with testing the applications.

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