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Big Data Science with AI/ML, IOT

Overview

Data science forms the basis of business intelligence. Data Science deals with huge data and analyses the pattern/trend from historical data. Those analysis/reports helps to draw inferences.

Analyse historical data were done by data scientists according to various requirements, by applying different formats:-

Predictive Causal Analytics  

and Prescriptive Analysis.

Data science uses a wide array of technologies namely SQL, Python, R, Hadoop, etc. 

Extensive use of statistical analysis, data visualization, and distributed architecture is used  to extract meaning out of sets of data.

The Internet of Things (IoT) is an aggregate collection of network-enabled devices, excluding traditional computers like laptops and servers. 

Types of network connections may include Wi-Fi connections, Bluetooth connections, and near-field communication. Examples are  "smart" appliances, like Refrigerators and Thermostats, Home Security Systems, Computer Peripherals,  Apple Watches, Speaker devices, Smart Factory Equipment, etc.

IoT now shows the future of computing, and its progress/development depends on many important factors like wireless framework, nanotechnology, etc.

Programme Objectives

Discover and learn principles of automation, analysis, and much more from the program in AI and Machine Learning (ML) and IoT. 

Certification courses include concepts of deep learning to build artificial neural networks and traverse layers of data abstraction and get a solid understanding of deep learning.

AI/ML, and IOT  courses advance your skills with real applications of computer vision, generative-adversarial networks, distributed parallel computing with GPUs, and deployment of deep learning models.

Basis for the aggregate collection of network-enabled devices, excluding traditional computers like laptops and servers.

Basis for network connections (Can include Wi-Fi connections, Bluetooth connections, and near-field communication (NFC)).

Prototype for IoT.

Career Scope

Data science is a very fast-growing field.  The data science career opportunities that exist today were unimaginable before.

Some of the most popular job roles include AI and machine learning

Machine Learning Engineer

Deep Learning Engineer

NLP Engineer

Artificial Intelligence Engineer

AI Architect

Technical Product Manager

Data Scientist and more

Some of the most popular job roles in IoT include:

Developer of IoT solutions.

Designer of strategy/prototyping for IoT

Data analysis

Sensors and actuators are professional

Embedded Program Professional and many more

Programme Structure

Python for Data Science

Applied Data Science with Python

Machine Learning

Tableau Training

Data Science Capstone

Introduction to IOT Simulation Environment

Sensor & Actuators

Basic Networking 

IoT Protocols

Project

Course 

Duration

Eligibility

Degree Awarded by

Fees (Rs.)


Big Data Science with AI/ML, IOT

6 months (Diploma)

CLASS 10 / 10+2 / ITI / POLYTECHNIQUE / DRGREE IN ANY STREAM

NSDC-EXIN

  40,000.00 

Cyber Security & Ethical Hacking

Overview

Cyber-attacks/hacking are now a familiar phenomenon that is frequent, complex, and more targeted.  This is collectively costing organizations a lot of money and effort.

It is understood that India faces repeated attacks which is the second-highest number of cyber-attacks in the Asia Pacific region (The Economics Times, 2021).  That`s why there is a growing demand for skilled and trained cybersecurity experts to protect mission-critical computer systems, networks, and cloud applications against growing cyber-attacks in industries, businesses, and IT sectors.


Cybersecurity is a specialized field of information technology (IT) that is considered a subsection of computer science.  Cyber ​​security courses aim to equip students with the knowledge and skills necessary to protect computer operating systems, networks, and data from cyber-attacks.

 

Ethical Hacking:

 

"Anonymous hacking or hacking attacks are known to us!"  It is a negative term that is mostly applied to cybercrime or identity theft.

Ethical hacking is a tool that protects us from cybercrime and for this professional hacker works day and night.  These individuals who use protocols to combat negativity are called "ethical hackers".  In general, hacking is an activity that helps gain unauthorized access to data on a computer system.  When this activity is conducted with the knowledge and permission of the person whose information is being accessed and within the constraints of the legal framework, it is called ethical hacking. 

Programme Objectives

·        Cybersecurity is a specialized field of information technology (IT) that is considered a subsection of computer science. Cyber ​​security courses aim to equip students with the necessary knowledge and skills to protect computer operating systems, networks, and data from cyber-attacks.

·          Cyber ​​security as a profession has been evolving over the years due to the increasing rate of cybercrime. Any industry that transacts online or carries sensitive data needs cyber security professionals to protect its data from such criminals.  Since cyberspace is a common platform that can be accessed by anyone from every corner of the world, the scope of cyber security is equally spread across the globe. This has increased the interest of those interested in cybersecurity courses.  Students who are interested in learning how to protect data and systems from hackers and other cyber-attacks can choose to study various topics offered under Cyber ​​Security.

·          An ethical hacker can uncover any exploits in computer systems, networking systems, and the overall IT system that could lead to data leakage to attackers or the public, which can be a huge problem.  Ethical hackers must have knowledge of security and rules/laws for ethical hacking.

Career Scope

The requirement in various roles for Cyber Security experts and Ethical Hackers is growing and expected to grow further in coming years.

Job roles from beginner to senior level are available as Network Security Engineer, Cyber Security Analyst, Security Architect, Cyber Security Manager, Chief Information Security Officer, Information Security Manager, Cyber Security Engineer, Application Security Engineer, Information Security Analyst, Cyber Security Analyst, Security Auditor, Application Security Analyst, Infrastructure Security Analyst, Computer Crime Investigator, Security Architect, Penetration Tester, and much more.

Programme Structure

Key Learning

1. Cyber Security & Ethical Hacking

·        Use Basic PC Hand Tools Effectively

·        Disassemble and Assemble PC.

·        Perform Basic Trouble Shoot Of PC.

·        Work With Different Cables, Connectors, and Crimping Techniques For PC.

·        Install and Maintain Software`s for a PC.

·        Manage Files Effectively in Windows.

·        Work with Linux Environment by Using Linux Commands.

·        Create Documents, Spread Sheets and Make Presentations Using Open Office.

·        Customize PC in Windows and Linux Environment

·        Manage PC in Window/Linux Environment

·        Perform Troubleshooting and Maintenance of PC Based on Faulty Conditions.

·        Understand Basic Computer Network Technology.

·        Understand and Configure Server Environment and Backup Service

·        Configure Different Protocol Services.

·        Install and Configure Linux Server Environment

·        Install & Configure Different Types of Network Devices in a Network.

·        Configure and Manage Network Security and Firewall.

·        Configure and Perform Remote Accessing & Routing.

·        Get Familiarized with the Internet and E-Commerce Sites. 

·        Create Own Account in Cloud and Hosting

·        Configure Embedded Database with Different Web Pages Using Mongo DB.

·        Design and Develop Dynamic Websites with PHP         

·        Make Websites, Web Servers, Game Frameworks, Desktop, And CLI Applications, And IDE Using Python. 

·         Understand How Web Works.

·        Structuring the Web.

·        Scripting and Styling the Web (CSS).

·        Enhancing the Web using PHP

·        Java: The Key Language

·        Understand Business Analytics and Develop Business Intelligence.

·        Analyse Data Using Statistical and Data Mining Techniques for Business Intelligence.

·        Understand Case Studies for Predictive Models.

·        Develop Case Studies for Predictive Analytical Models.

·        Understand The Cloud Architecture Patterns, Working with The Web Sphere /Deployment Environment.

·        Develop Cloud Applications

·        Build a Web Application with The Express Framework, Use Web Sphere Development Tools to Deploy Applications

·        to a Server.

·        Deploy Cloud Application and Cloud Integration.

·        Develop Real-Time Scenarios Based on OOPS Concepts and Java.

·        Develop Web pages using Java.

·        Establish database support for dynamic web pages.

·        Develop a website using Java and deploy it in the cloud.

·         Introduction to Java

·        Application Security

·        Ethical Hacking

·        Fundamentals of Networks and Cyber Security

·        Cyber Forensics (Evidence Recovery & Investigation)

·     Cyber Crimes and Cyber Laws

Course 

Duration

Eligibility

Degree Awarded by

Fees (Rs.)

Cyber Security & Ethical Hacking

12 months (Diploma) 

CLASS 10 / 10+2 / ITI / POLYTECHNIQUE / DEGREE IN ANY STREAM

NSDC-EXIN

  80,000.00


Computer Application & Programming

Overview

The IT sector is developing at an increasing pace and rapidly across the globe.  Advances in technology and high rates of overseas projects with increased technical work have put additional pressure on getting skilled and talented technical experts in this field.  Being a part of this huge network requires familiarity with computer applications and knowledge of various digital skills like programming, web designing, multimedia, and DTP.

  In computer applications and programming, students create a sequence of data that a specific computer or chain of computers can operate on to run a new software or development program for a related company.  Computers work with various programming languages ​​but this is not a question of concern for students because if they are proficient in one language, they can easily handle others with ease and comfort.  Java is one of the most popular programming languages ​​that is widely used across various networks of the internet and website projects.

Programme Objectives

The era of technology has created a huge landmark in all sectors and IT sectors have been highly influenced and affected.  With the high growth market of technological advancements, the need for technical experts is at a high level.

Computer programming involves writing instructions that the computer can understand and execute.

  A `programmer` usually writes a series of instructions in a `programming language` that the computer can understand and execute.

Programming languages ​​and computer applications are considered the main objective of this course.

Career Scope

The computer programming knowledge & expertise helps to get job roles at various level as Programmer, Software Application Developer, Web Developer, Computer Systems Engineer, Database Administrator, Computer Systems Analyst, Software Quality Assurance (QA) Engineer, Business Intelligence Analyst, Computer Programmer, Computer Programmer, Web Developer, Front-End Developer, Back-End Developer, Full-Stack Developer, Software Application Developer, Computer Systems Analyst, Computer Systems Engineer and many more.

Programme Structure

Key Learning

1. Computer Application & Programming 

·        Introduction to computers

·        MS Word

·        MS Excel

·        Power point

·        InternetProgramming Language `C`

·        Programming Language

·        CSS

·        HTML


Course 

Duration

Eligibility

Degree Awarded by

Fees (Rs.)

Computer Application & Programming

12 months (Diploma) 

CLASS 10 / 10+2 / ITI/POLYTECHNIQUE / DRGREE IN ANY STREAM

NSDC-EXIN

  80,000.00

Computer Hardware - Networking & CCTV

Overview

A computer is a set of hardware and software. The physical component is called hardware and other components like Windows and other programs are called software. A piece of hardware is classified according to the function it performs. Hardware is a component that can be seen and touched while software allows the hardware to operate properly.

  

Hardware and networking can be defined as a branch that studies the hardware components of computer and networking systems. It provides information about computer peripherals. Studying Hardware and Networking courses helps the aspirants to know about the structure of different levels of computer communication.

 

 A computer`s hardware/peripherals consist of electronic circuits which are complex in nature.

 

A network consists of two or more connected computers.  The connection between two or more computers can be made through cable, wireless or wireless media.

 

CCTV: Closed Circuit Television (CCTV) is a visual surveillance technology/method that monitors various environments and activities.  The CCTV system is integrated with a dedicated communication link between the camera and the storage/display mechanism.

Programme Objectives

The main objective is to acquire basic knowledge for installation of computer hardware and peripherals, PC assembly, troubleshooting, and maintenance including system management and its backup and disaster prevention, and basic knowledge of TCP/IP Network Work Group, Internet, and Intranet.

  Students will be able to learn the basics of computer assembling and problem-solving.  This course will provide knowledge about computer hardware networking and troubleshooting.

At the end of the training, the student will be able to do:

  • Installation of all the software to cope with a different operating system.
  • Develop computer system configuration
  • Conduct diagnostics - testing and inspection
  • Have Knowledge of hardware components and the latest development in the field
  • Conduct repair and maintenance of PCs & Carry out the installation of operating systems and applications 

Career Scope

Job roles in level from Beginner to Senior Level are available after attending Hardware & Networking knowledge sessions as Computer Hardware Technician, Customer Support Engineer,  Computer Hardware Repair Technician, Computer Hardware Technical Support, and Computer Analyst. System administrator, Network Engineer, Technical Support Personnel, IT administrator, Network administrator, CCTV operator, CCTV Technician, Service Engineer- Digital Security & Surveillance system

Programme Structure

Key Learning

1. Computer Hardware - Networking & CCTV 

·        Fundamentals of Computer

·        Operating Systems

·        Windows Application

·        Word Processing

·        Internet (Basics)

·        Operating System

·        Anti-Virus

·        General uses of Computer

·        General practice & Troubleshooting

·        Identification

·        Power Supply & UPS

·        CPU & Memory

·        Mother Board & Storage Device

·        Peripheral Devices 

·        Other I/O Devices

·        Basic Electronics

·        S.M.P.S

·        Assembling

·        Laptop

·        Understanding of OSI Layers

·        Network Address: Physical and Logical

·        LAN & Networking Devices

·        User Account Management

·        Data Communication

·        Transmission Media

·        Physical Network Topologies

·        Trouble Shooting CCTV

·        Types of Camera & their functions

·        Functions of video surveillance 

·        DVR

·        Principles of remote & accessing 


Course 

Duration

Eligibility

Degree Awarded by

Fees (Rs.)

Computer Hardware - Networking & CCTV

12 months (Diploma)

CLASS 10 / 10+2 / ITI / POLYTECHNIQUE / DEGREE IN ANY STREAM

NSDC-EXIN

80,000.00

 

Applied Robotics & Drone

Overview

Robotics is an engineering discipline that deals with the concept, design, manufacture, and operation of robots. Robotics aims to create intelligent machines that can assist humans in various ways.  Robotics can take many forms.

 

In simple terms for children, what is robotics?

Robotics is the branch of science that studies and develops robots or machines that can perform tasks.  Engineers, mathematicians, and computer scientists collaborate to create robots that can move, have power and sensors, and perform tasks.

  

What are robotics and some examples?

 

Robotics is the science, engineering, and application of a technology called robots that mimic or replace human actions.

Programme Objectives

Robotics is a fun activity that teaches children how to think, make decisions, test their decisions, and see immediate results. We believe that every child should be given the opportunity to try out at EXIN S to explore their interests. We use robotics as a tool to accomplish this and have had great success in engaging children in this area. To give them maximum value in robotics, we focus more on the programming side of robots in the first course. If they are interested, they can move toward artificial intelligence courses. One way for children to discover their passion in life is to expose them to different fields and activities.

Career Scope

Robotics is a valuable field to introduce our children to. If they are interested, it can be a very rewarding experience because it could lead to a future career.  This is a long-term investment that will pay off handsomely.

Programme Structure

Key Learning

1. Applied Robotics  & Drone

A. 9-11 years

·        Logic Builder

·         Programming Project

·        Programming Challenge

·        C-Language Fundamentals

·        Autonomous Structure

·        Smart Cities Competition

·        Computer Design Fundamentals

·        Machine Design and Simulation Electronic Circuits

·        Introduction To Microcontrollers

·        Advanced Microcontrollers I

·        Advanced Microcontrollers II

B. 12-15 years

·        C-Language Fundamentals

·        Autonomous Structure Smart Cities Competition

·        Computer Design Fundamentals

·        Machine Design and Simulation

·        Electronic Circuits

·        Introduction To Microcontrollers

·        Advanced Microcontrollers I

·        Advanced Microcontrollers II


C. 15-17 years 


·        ·  Raspberry

·        ·  Drone Technology

·  RF Communication


Applied Robotics & Drone

Course Duration

Eligibility

Degree Awarded by

Fees (Rs.)

2 years

9-11 years

EXIN

68,000.00

2 years

12-15 years

EXIN

68,000.00

2 years

15-17 years

EXIN

68,000.00


Information Technology Engineering Diploma

Overview

Programme Objectives

Career Scope

Programme Structure