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Courses Offered Core Networking

Advanced Computational Science

Web Application Design

Artificial Intelligence

Data Science with R

Data Analytics with Python

Maulana Abul Kalam Azad University of Technology, WB


Artificial intelligence (AI) is a research field that studies how to realize the intelligent human behaviors on a computer. The ultimate goal of AI is to make a computer that can learn, plan, and solve problems autonomously. Although AI has been studied for more than half a century, we still cannot make a computer that is as intelligent as a human in all aspects. However, we do have many successful applications. In some cases, the computer equipped with AI technology can be even more intelligent than us. The Deep Blue system which defeated the world chess champion is a well-known example.

Skills to be provided v Robotics v Machine Learning vPython

The main purpose of this course is to provide the most fundamental knowledge to the students so that they can understand what the AI is. To eliminate theoretic proofs and formal notations as far as possible, so that the students can get the full picture of AI easily.

Students who become interested in AI may go on to the further study.

To generate self and wage employment.


Subject Name

Topics

Discrete Mathematics

Ontology Propositional Logic First Order Predicate Logic Probabilistic Reasoning

Advance Graph Theory

Distance-Based Neural Networks Multilayer Decision Trees Population-based Search Neural Networks

Basic Soft Computing

Regression K- Nearest Neighbour ANN, CNN Support Vector Machine Decision Trees Random Forest PCA algorithm Markov Model

Programing Language

Logic & Prolog Programming Python Programming

Duration: 6 Months (240 hrs)

Address: Maulana Abul Kalam University of Technology, WB Haringhata, Nadia, 741249 West Bengal, India

[email protected]

Course Fee: Rs. 10,000/- Caution Deposit: + Rs. 2,000/-*

* Deposit money is refundable


This course will help the candidate to learn better in their respective higher education courses as they are already one step ahead of their course mates. Candidate will get a Certificate after completion of the course from Maulana Abul Kalam Azad university o Technology, West Bengal, which is the only technical university in West Bengal. The candidate can easily apply for some technical jobs with this certificate. Candidates can help other students to complete their project work and earn from that.

Skills to be provided v Networking v IoT vFog Computing

To gain a deep knowledge of the scientific method and computational science at an advanced level. To understand the possibilities and limits of computational modeling. To develop a practical mastery of computing, including the interplay between scientific problems and data, mathematical models, generic algorithms and reusable software.


Subject Name Topics Basic Computer Networking

Introduction to Networking Objective Networking Connectivity, Topologies Protocol Layering Concepts OSI Model

Wireless Sensor Protocols & Programming

Fundamentals of sensor networks Routing in wireless sensor networks security issues of Wireless Sensors

Cloud architecture and Computing

Cloud architecture basics End to end design Cloud application architectures Specialized cloud architecture

IoT architecture and protocols

Architectural overview Big Data analytics Privacy and security Sensing and actuator devices

Fog Computing

Introduction to fog computing. Architecture of fog computing Fog protocols



[email protected]




For network engineers who aspire to plan, implement, verify and troubleshoot local and wide-area enterprise networks, the Core Networking program provides the education and training required to develop hands-on skills and best-practices. This job-role-focused program utilizes lab-based learning and allows you to maximize your investment in your education and increase the value of your enterprise network.

Skills to be provided v Networking v Network Security vIoT

Describe network fundamentals and build simple LANs, Establish Internet connectivity.

Manage and secure network devices.

Operate a medium-sized LAN with multiple switches, supporting VLANs, trunking, and spanning tree.

Troubleshoot IP connectivity.

Describe how to configure and troubleshoot Enhanced Interior Gateway Routing Protocol (EIGRP).


Subject Name

Topics

Core Networking

Basic Computer Networking Network Principles Introduction Switching Technologies Layer 2 Technologies Introduction Routing Technologies Layer 3 Technologies VPN Technologies Infrastructure Management Infrastructure Security Infrastructure Services WAN Technologies



[email protected]




Data is the new Oil. This statement shows how every modern IT system is driven by capturing, storing and analyzing data for various needs. Be it about making decision for business, forecasting weather, studying protein structures in biology or designing a marketing campaign. All of these scenarios involve a multidisciplinary approach of using Mathematical models, Statistics, Databases, Predictive models, Machine learning and Natural Language Processing and of course the business or scientific logic behind the data analysis. So, we need a programming language which can be a easy way to all these diverse needs of data science. Python shines bright as one such language as it has numerous libraries and built in features which makes it easy to tackle the needs of Data science. Python is an increasingly popular tool for data analysis.

Skills to be provided v Machine Learning vPython Programming vData Analytics

The main purpose of this course is to provide the most fundamental knowledge to the students so that they can understand what is the Data Analytics.

To eliminate theoretic proofs and formal notations as far as possible, so that the students can get the full picture of Data Analytics through hands on practice regularly using Python language easily.

Students who become interested in Data Science may go on to the further study.


Subject Name Topics Python Introduction to Data Analytics

OOPs, Python.Code Organising Python Data Processing NumPy, SciPy Data Visualization

Statistical Data Analysis

Introduction to Probability and Statistics Population and Sample Data Distribution Inferential Statistics Correlation and Testing

Predictive Modelling and the basics of Machine Learning and NLP

Predictive Modeling Hypothesis generation Data extraction, Exploration Machine Learning Deep learning Natural Language Processing



[email protected]




Data science is an interdisciplinary field that uses scientific methods, processes, algorithms and systems to extract knowledge and insights from data in various forms, both structured and unstructured .The demand for skilled data science practitioners in industry, academia, and government is rapidly growing. This Data Science program prepares you with the necessary knowledge base and useful skills to tackle real world data analysis challenges. The program covers concepts such as probability, inference, regression, and machine learning and helps you to develop an essential skill set that includes R programming, and reproducible document preparation with R Studio.

Skills to be provided v Machine Learning vR Programming vData Analysis

The main Purpose of this course is to provide the most fundamental knowledge to the student so that they can understand what the data science is.

This Data Science program prepares you with the necessary knowledge base and useful skills to tackle real world data analysis challenges.

This program helps you to develop an essential skill set that includes R programming, and reproducible document preparation with R Studio.

This generate self and wage employment.


Subject Name Topics Mathematics Linear Algebra

Hyper plane, Half space Eigen value, Eigen Vector

Statistics Statistical Modeling, Random variables Probability mass function. Sampling statistics Hypothesis Testing

Optimization Technique

Unconstrained Multivariate Optimization Gradient Decent Learning Rule

Machine Learning Algorithm

Regression K- Nearest Neighbour ANN, CNN Support Vector Machine Decision Trees , Random Forest



[email protected]



Certificate Course in

Web Application Design



The wide spread use of the Internet and WWW by common people has made it compulsion to provide web based interface for the applications to access the application from anywhere, anytime, anyone. The subject covers the wide range of web technologies both client side and server side to provide the exposure to the students to develop Rich Internet Applications using them. It covers the basics WWW, client side technologies like HTML, CSS and DHTML including JavaScript, server side scripting with PHP, ASP, JSP and database connectivity using PHP and related technologies.

Skills to be provided HTMLv CSS JavaScriptvJQuery AJAXvMySQL PHPvJSP

To understand the concept of Web Application Development and its Architecture.

To understand the Essentials of Web Application Development.

To understand and practice web page designing techniques.

To understand and practice embedded dynamic scripting on client side Internet Programming.

To understand the differences between client side & server side technologies

To develop Web Application.


Subject Name Topics Web Technology

Introduction HTML 5 CSS 3, JavaScript, JQuery Ajax

DBMS Introduction ACID Property Primary Key, Foreign Key Database Normalization Data Definition Language (DDL) Data Manipulation Language (DML) Table Joining, Cursor, Trigger

PHP Introduction Form Handling Decisions and loop PHP Functions, String, Array MySQL database connectivity Session, Security Wordpress

JSP Introduction to Java Servelet JSP Databse connectivity



[email protected]



6. CATEGORY:

GEN SC ST OBC-A OBC-B PH

MAULANA ABUL KALAM AZAD UNIVERSITY OF TECHNOLOGY, WEST BENGAL

NH-12, Simhat, Haringhata, Nadia, West Bengal, 741249

APPLICATION FOR ADMISSION TO CERTIFICATE COURSE

Course Venue: Haringhata Main Campus

Email: [email protected]

(Use a black ball-point pen to fill up this form)

1. NAME OF THE CANDIDATE:

(In block letters)

2. CHOICE OF COURSE:

(Tick one of the following courses) 3. DATE OF BIRTH:

dd mm yyyy

7. PARENT’S / GUARDIAN’S NAME:

8. ADDRESS FOR CORRESPONDENCE:

CITY: DISTRICT:

STATE: PIN:

9. TELEPHONE NO. (with STD Code) 10. E-MAIL ADDRESS :

MOBILE NO.:

11. ACADEMIC RECORD :

Degree/Exam passed Univ./Inst./Board Subjects Year of passing Division % of Marks or Grade

DECLARATION BY THE CANDIDATE I hereby declare that all the information I have given in this application are true and correct. I understand giving false or

misleading information is a serious offence. I agree to be bound by all the Rules and Regulations and any relevant policies of

the University. After enrolling to a course, fee will not be refundable except the caution money.

DATE

(SIGNATURE OF THE CANDIDATE)

N.B.: To enroll into the courses please submit the hard copy of the application form to the University,

Haringhata Campus with course fee.

AFFIX

PASSPORT

SIZE

PHOTOGRAPH

1. Core Networking

2. Advanced Computational Science

3. Web Application Design

4. Artificial Intelligence

5. Data Science with R

6. Data Analytics with Python

4. GENDER:

Male Female Others

5. NATIONALITY:

Indian Others

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