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Quick Facts

Medium Of Instructions	Mode Of Learning	Mode Of Delivery
English	Self Study, Virtual Classroom	Video and Text Based

Course Overview

The Certified AI Professional course is designed to prepare candidates to solve problems in real-world scenarios with the help of Artificial Intelligence, provided to candidates by the National Institute of Electronics and Information Technology, Calicut. This course explains how to formulate Artificial Intelligence (AI) problems and solve them successfully with the help of raw data collected from various domains.

The Certified AI Professional by NIEIT Calicut describes how basic data analysis is done alongside machine learning development methods taught to the candidates with the unstructured & structured data. This course teaches how to make correct predictions and improve AI decision-making skills with the inclusion of images, videos, and texts using natural language processing and deep learning.

This program covers linux basics, data visualization, probability, and statistical methods, all of which enhance the candidate’s AI processes. The Certified AI Professional course also deals with reinforcement study methods, artificial neural networks, and applications of the same in Artificial Intelligence.

The Highlights

The government of India recognised certificate
Course extent-12 weeks
Experienced instructor training
Virtual classroom experience
Certification from NIELIT
Teaching through the Moodle Learning Management System

Programme Offerings

Online Classrooms
Doubt Solving Sessions-Live
Online tests
assignments
External Blog Links
Digital Lecture Videos
Study Material in Text Format

Courses and Certificate Fees

Certificate Availability	Certificate Providing Authority
yes	NIELIT Calicut

The Certified AI Professional fees are as follows:

Particulars	Amount in INR
Certified AI Professional ( including GST and KFC)	Rs.12000/-

Eligibility Criteria

Education

The candidates should either have a 3-year diploma in Computer Science/ Electronics/ IT, or a BSc degree in the same. Candidates can have either of these degrees: BE/BTech or BCA. Degree holders with PGDCA, DOEACC A, B level, or individuals with equivalent knowledge in programming can also do this course.

Certification Qualifying Details

This certification from NIELIT will be given only if the candidate is successful in completing the entire Certified AI Professional course within the stipulated time and it will be based on the combined score gained by the candidate in accordance with the NIELIT grading scheme.

What you will learn

Programming skillsNatural Language ProcessingMachine learningKnowledge of deep learning

After completing the Certified AI Professional syllabus, the candidates will be able to master the following:

Machine Learning and Deep Learning.
The importance of Artificial Intelligence to solve all of the business in today’s market setting.
Concepts of Reinforcement Learning, Natural Language Processing
How AI teams function in the real-world scenario.
Differentiate between the structured and unstructured data
Data management system and designing and database interaction with Python.
Ensemble methods (boosting, random forest, and optimization)
The model evaluation techniques to comprehend data processing and encoding

Who it is for

AI DeveloperData ScientistMachine Learning EngineerIT EngineerData Engineer

The certified AI Professional course by NIELIT is for the following set of individuals:

People interested in forming a career in the AI domain
Recently graduated students who wish to start a profession in AI
Professionals who are already experienced but wish to change their file to the AI domain
Research gurus or faculty members willing to gain specialization in AI

Admission Details

In order to register for the Certified AI Professional online course provided by NIELIT, candidates must refer to the steps for admission that are mentioned as follows:

Step 1: Visit the course page.

https://www.nielit.gov.in/content/online-course-certified-ai-professional

Step 2: Click on the ‘Register Now’ tag and candidates can now enter all their fundamental details.

Step 3: Click on the ‘Register and Proceed to Payment’ option to proceed further and enter the bank account details.

Step 4: Selected participants can check their mail or the list on the NIELIT website to check their registration.

Step 5: To proceed further, they have to upload self-attested copies of signature, address proof, qualification proof & passport size photo.

(The portal link to upload the documents will be sent to the candidates.)

The Syllabus

Data Pre-processing

Label Encoding
Data Standardization
Handling missing data
One hot encoding

Classification, Regression & Clustering

Supervised and Unsupervised Learning

Model Evaluation Metrics

Machine Learning Algorithms

KNN
Logistic Regression
Decision Tree
Linear Regression
K Means
Support Vector Machine
Naïve Bayes, etc.

Linear Algebra

Ensemble Methods

Random Forest
Boosting
Optimization

Natural Language Processing Methods

Lexical processing
Parts of Speech Tagging
Basics of text processing

Applications

Text Classification
Web Crawling
Sentiment Analysis
Text Summarization
Document Similarity
Document Clustering

Artificial Neural Network

Deep Neural Networks

Recurrent Neural Network
Introduction to Generative Adversarial Networks (GAN)
Convolutional Neural Network
OpenCV, Tensorflow, Keras
Artificial Neural Network

Conditional Statements
Python Basics Data Types
Python Functions
Looping, String
List And Dictionary Manipulations
Control Statements
Modules and Packages
Popular python packages like pandas for data handling
Object Oriented Programming in Python
Exception Handling
Regular Expressions

Barplot
Histogram
Pie
Scatter Matrix
Scatterplot

Data Analysis & Visualization – using Scipy, Numpy, Pandas, Matplotlib

Database Interaction in Python, Introduction to Database Management System & SQL

R Programming

Arrays
Basics
Factors
Matrices
Reading Data
Vectors
Data Frames
Lists

Industry-relevant- real data project

Instructors

NIELIT Calicut Frequently Asked Questions (FAQ's)

1: What is NIELIT?

NIELIT is the National Institute of Electronics and Information Technology that is offering various services to citizens like a newsletter, e-learning, training calendars, and annual reports.

2: What does the Certified AI Professional course teach?

This course teaches candidates how to solve problems relating to artificial intelligence with the help of raw data from different sources.

3: What are the requirements of the Certified AI Professional online course?

The requirement of the course is that the candidates must have a computer/laptop with good internet connection and they must have Linux OS installed in their systems.

4: Who is the course coordinator for the Certified AI Professional course?

The course coordinator is Vimala Mathew, Scientist/Engineer ‘D’. To contact him candidates can call on 9446732691.

5: Who are the faculties for the Certified AI Professional training course?

There are three faculty members of this course: Mr. Prasoon Kumar KG, Principal Technical Officer, Ms. Vimala Mathew, Scientist/Engineer ‘D’, Ms. Reshma C. B., Senior Technical Officer.

6: How can candidates gain more information about NIELIT?

To gain more information about NIELIT, candidates can visit the official website. The URL for the same is mentioned below:

http://nielit.gov.in/calicut

7: Where else can candidates view the profile of NIELIT digitally?

Candidates can also find NIELIT profiles on social media platforms like Facebook https://www.facebook.com/CAL.NIELIT) and Twitter (https://twitter.com/CAL_NIELIT

8: How can candidates know about the Certified AI Professional online course in depth?

To know about the course in-depth, candidates can download the official free brochure of the course available on the NIELIT web page.

9: What documents are required for the admission procedure online?

Self-attested copies of signature, address proof, qualification proof, and passport size photographs are required for the online admission of a candidate.

10: Where can the candidates register for the Certified AI Professional online course?

To register for the Certified AI Professional course, candidates can go to the NIELIT web page under the above-mentioned course tag and select the register now option (https://nielit.gov.in/content/online-course-certified-ai-professional).