Executive Post Graduate Programme in Machine Learning and Artificial Intelligence at IIIT Bangalore

Executive Post Graduate Programme in Machine Learning and Artificial Intelligence:- A year-long programme, the Executive PG Programme in Machine Learning & AI. You may increase your understanding of ML and AI by taking classes from IIIT Bangalore.

Nearly 20 programming languages, tools, and libraries are covered throughout the course, including NumPy, Pandas, NLTK, matplotlib, and others. You will undoubtedly gain expertise in Deep Learning, NLP, and Reinforcement Learning.

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Executive Post Graduate Programme in Machine Learning and Artificial Intelligence

What's In the Article

The online course on Executive Post Graduate Programme in Machine Learning and Artificial Intelligence will be taught using lectures by subject-matter specialists. Online instruction will be provided for your classes, and the course will involve many industrial tasks. The course also includes an industry-focused learning approach because it was created with working professionals in mind. Additionally, because the course is flexible, you can enrol without quitting your employment.

After completing the Machine Learning and AI curriculum, you will become a IIIT B alumni. You will be able to participate in profile-building seminars thanks to the course. The most significant benefits are that you will receive a credential and will have new work prospects.

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Executive Post Graduate Programme in Machine Learning and Artificial Intelligence Details

Parameter	Description
Established	2005
Exam	GATE, JEE Main, GRE
Courses	7 Degrees and 28 Courses
Accreditations	NAAC
Institute Type	Deemed University
Approvals	AICTE
Category	Courses
Student Count	899
Faculty Count	45
Campus Size	9.00 acres
Gender Percentage	Male 88% and Female 12%
Official site	https://www.upgrad.com

IIIT Bangalore Rankings / Accreditations

NIRF Ranking

#74Engineering

About IIIT Bangalore

In the year 1998, the International Institute of Information Technology, Bangalore (IIITB) was founded. The IIITB is ranked 74th nationally in the Engineering category by the National Institutional Ranking Framework (NIRF) 2023. More than 3,500 graduates from the institute since its founding are presently employed by more than 100 reputable IT product and service firms. There are undergraduate, graduate, and doctorate programmes available for admission to IIIT Bangalore. M.Tech, PG Diploma, MS, Integrated M.Tech, Ph.D., and other programmes are offered by the IIITB. The institute has a distinct placement department that plans the students’ final placement drive.

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IIIT Bangalore Courses & Fees Structure 2024

Numerous courses are available at the undergraduate, graduate, and doctoral levels at the International Institute of Information Technology in Bangalore. The M.Tech, M.Sc, MS by Research, PG Diploma, and Ph.D. programmes are offered by Executive Post Graduate Programme in Machine Learning and Artificial Intelligence IIIT Bangalore. For each study at each level, the institute provides a variety of specialisations in addition to integrated courses. Each IIITB course has a different length. The student’s chosen course determines the IIIT Bangalore costs. To be admitted to the desired course, a candidate must meet IIIT Bangalore’s requirements. The IIITB courses are available both online and offline.

IIIT Bangalore Courses, Fees and Eligibility Criteria

Courses	Fees	Eligibility Criteria
PG Diploma	Rs. 2.85 Lakhs	Should have at least 50% or equivalent score in Bachelor’s degree in science/engineering/business administration/commerce/mathematics/computer applications or Masters’ degree in mathematics/statistics/commerce
M.Tech	Rs. 7.76 Lakhs- Rs. 7.68 Lakhs	Should have a valid GATE score and at least 65% in their engineering bachelor’s degree (B.E./B.Tech).
Integrated M.Tech ( Dual Deree)	Rs. 22.40 Lakhs- Rs.22.60 Lakhs	Candidates must have earned at least first-class grades in mathematics in their 10+2 or comparable coursework.
M.Sc	Rs. 7.68 Lakhs	Candidates should have first-class score in an undergraduate degree in any discipline from a recognised university + CAT/CEED/CUCET/Entrance test by the institute.
MS ( Research)	Rs. 2.20 Lakhs	Applicant should have a valid score in Bachelor’s Degree in Engineering (B.Tech., B.E., or equivalent) from a recognised university.
Ph.D	Rs. 6.42 lakhs	Applicant should have a valid score in Master’s Degree in Engineering ( M.S. by Research/ M.Sc.(Research), or M.Tech., M.E., or equivalent) from a recognised university.

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IIIT Bangalore Courses

Numerous programmes, including online PG courses, are offered at Bangalore’s International Institute of Information Technology. The postgraduate programmes offer an M.Tech in ECE or CSE as well as an M.Sc. in Digital Society, while the undergraduate programme offers an Integrated M.Tech. The research-based programmes permit enrollment in Ph.D. and MS by research programmes in a range of subject areas on a full- or part-time basis.

M.Tech Computer Science and Engineering

Offered by: IIIT Bangalore
Duration: 2 Years
Total Fees: ₹ 7.72 L
Seats: 150
Accepted Exams: GATE

M.Tech Electronics and Communication Engineering

Offered by: IIIT Bangalore
Duration: 2 Years
Total Fees: ₹ 7.72 L
Seats: 30
Accepted Exams: GATE

MS by Research Software Engineering

Offered by: IIIT Bangalore
Duration: 2 Years
Total Fees: ₹ 2.56 L
Accepted Exams: GATE

MS by Research VLSI Systems

Offered by: IIIT Bangalore
Duration: 2 Years
Total Fees: ₹ 2.56 L
Accepted Exams: GATE

MS by Research Information Technology and Society

Offered by: IIIT Bangalore
Duration: 2 Years
Total Fees: ₹ 2.56 L
Accepted Exams: GATE, GRE

PG Diploma in Software Development

Offered by: IIIT Bangalore
Duration: 11 Months
Online

Foundations of Cryptography

Offered by: IIIT Bangalore
Duration: 12 Weeks
Online

Advanced Certificate Programme in DevOps

Offered by: IIIT Bangalore
Duration: 8 Months
Online
Total Fees: ₹ 83.90 K

Advanced Certificate Programme in Big Data

Offered by: IIIT Bangalore
Duration: 8 Months
Online
Total Fees: ₹ 99.00 K

Advanced Certificate Programme in Cyber Security

Offered by: IIIT Bangalore
Duration: 8 Months
Online
Total Fees: ₹ 99.00 K

Executive Post Graduate Programme in Software Development Specialisation in Big Data

Offered by: IIIT Bangalore
Duration: 1 Year 1 Month
Online
Total Fees: ₹ 2.49 L

Executive Post Graduate Programme in Software Development Specialisation in Full Stack Development

Offered by: IIIT Bangalore
Duration: 1 Year 1 Month
Online
Total Fees: ₹ 2.49 L

Executive Post Graduate Programme in Software Development Specialisation in Devops

Offered by: IIIT Bangalore
Duration: 1 Year 1 Month
Online
Total Fees: ₹ 2.49 L

Ph.D Physics Part Time

Offered by: IIIT Bangalore
Duration: 6 Years

Ph.D Software Engineering

Offered by: IIIT Bangalore
Duration: 6 Years
Total Fees: ₹ 6.42 L

Ph.D Data Sciences

Offered by: IIIT Bangalore
Duration: 6 Years

Ph.D Computer Science Part Time

Offered by: IIIT Bangalore
Duration: 6 Years

Ph.D Computer Science

Offered by: IIIT Bangalore
Duration: 6 Years

Ph.D Data Sciences Part Time

Offered by: IIIT Bangalore
Duration: 6 Years

Ph.D Software Engineering Part Time

Offered by: IIIT Bangalore
Duration: 6 Years

The Highlights

12-month course
Online classes
IIIT B alumni status
Case studies
Assignments
Profile building workshops
Certificate upon completion
450+ hours of content
Industry oriented
Career mentor
Placement assistance
Capstone projects
20 Programming Languages covered

Programme Offerings

online learning
assignments
Case Studies
Projects
Coding classes
Capstone Projects
Profile Building Workshops
Mentoring
Certificate
IIIT alumni status
programming languages

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Courses and Certificate Fees

Certificate Availability	Certificate Providing Authority
Yes	IIIT Bangalore

After you receive your offer letter, you must pay the machine learning and AI certificate course fees.

Executive PG Programme in Machine Learning & AI fee structure

Course Name	Fee
Executive PG Programme in Machine Learning & AI	Rs. 2,99,000 (including taxes)

Eligibility Criteria

You need a bachelor’s degree with at least a 50% grade point average in order to enroll in the Machine Learning and AI programme. Additionally, you must have a degree in statistics or mathematics and a year of professional experience.

Certificate Qualifying Details

You can earn the IIIT B certification by finishing all of the assignments and tests.

What you will learn

After finishing the Operation Theatre Technician course material, you’ll be well-versed in subjects like:

Aspects of Machine Learning
Aspects of Deep Learning
Natural Language Processing
Statistical and Exploratory Data Analytics
Deployment and Capstone Projects
Data Science Toolkit
Reinforcement Learning

Who it is for

The programme for machine learning and artificial intelligence is designed for working professionals wishing to advance their careers in programming.

Step To Apply For Admission Details

See https://www.upgrad.com/iiitb-pgd-ai-machine-learning/ for further details. to start the application process for the PGP in Machine Learning & AI.

The eligibility exam conducted online is successful. This 40-minute test consists of 18 questions. If you’re ready to begin the programme, you’ll know it.
If you clear the eligibility exam, you’ll get an offer letter.
To ensure your admission, accept the offer letter and send a Rs. 25,000 down payment.

Also Read:- Online Master of Computer Science at ASU in 2024

Application Details

On the program’s website, there is an application form for the course in machine learning and artificial intelligence. Enter your email address or phone number, then click the Start Application option to submit an application.

The Syllabus

Pre-Programme Preparatory Content

Introduction to Python
Python for Data Science
Data Visualisation in Python
Data Analysis Using SQL (Optional)
Advanced SQL and Best Practices (Optional)
Data Analysis in Excel
Analytics Problem Solving
Math for Machine Learning

Statistics & Exploratory Data Analytics

Investment Assignment
Hypothesis Testing
Exploratory Data Analysis
Inferential Statistics
Lending Club Case Study

Machine Learning – I

Model Selection
Logistic Regression
Linear Regression
Assignment: Linear Regression
Naive Bayes

Machine Learning – II

Telecom Churn Case Study
Unsupervised learning: Clustering
Model Selection – Practical Considerations
Support Vector Machine (Optional)
Advanced Regression
Unsupervised Learning: Principal Component Analysis
Boosting
Tree Models
Advanced Regression Assignment

Deep Learning

Convolutional Neural Networks – Industry Applications
Recurrent Neural Networks
Introduction to Neural Networks
Neural Networks – Assignment
Neural Network Project – Gesture Recognition

Natural Language Processing

Case Study: Classifying Customer Complaint Tickets
Syntactic Processing – Assignment
Lexical Processing
Semantic Processing
Syntactical Processing

Elective 1: DL with MLops

Cloud Essentials: Intro to AWS
Working with AWS: case study
MLOps: Introduction
MLOps: Data Lifecycle
MLOps: Model Lifecycle
MLops Assignment
Advanced CV
MLOps + Deployment: DL (Theory)
MLOps + Deployment: DL (assignment)

Elective 2: NLP with MLops

Cloud Essentials: Intro to AWS
Working with AWS: case study
MLOps: Introduction
MLOps: Data Lifecycle
MLOps: Model Lifecycle
MLops Assignment
Advanced NLP
MLOps + Deployment: NLP (Theory)
MLOps + Deployment: NLP (assignment)

Elective 3: AI strategy

Cloud Essentials: Intro to AWS
Working with AWS: case study
MLOps: Introduction
MLOps: Data Lifecycle
MLOps: Model Lifecycle
MLops Assignment
AI Strategy Framework, Structured Problem Solving/ Data Storytelling
Mapping ML with Data architecture strategy
Executing AI Strategy
AI strategy: Assignment

Capstone

Capstone
News Recommender System
Credit Card Fraud Detection
Eye for Blind – (Image Captioning)
Sentiment analysis based Product Recommender system
Sales forecasting
Style Transfer using GAN’s

Reinforcement Learning (Optional)

Classical Reinforcement Learning
Assignment -Classical Reinforcement Learning
Deep Reinforcement Learning
Reinforcement Learning Project

Reinforcement Learning (Optional)

Classical Reinforcement Learning
Assignment -Classical Reinforcement Learning
Deep Reinforcement Learning
Reinforcement Learning Project

IIIT Bangalore Placements

Students have placement options thanks to the IIIT Bangalore. The institute hosts the placement activities in a different location. The training and grooming sessions for the students are organised by the IIITB placement unit. The institution makes sure that students have positive connections with employers and seasoned professionals who can better train students with their knowledge and get them ready for placements at IIIT Bangalore. The placement cell helps students find summer internships. Top employers will visit the placement drive programme to find candidates for students, including Infosys, Accenture, Amazon, and many other businesses.

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IIIT Bangalore Placement Statistics 2021-2022

Particulars	Statistics
Total no.of offers placed	527
No. of internship offers	262
No. of full-time job offers	257

IIIT Bangalore M.Tech Placement Statistics 2021-2022

Offer	Metric	iMTech		MTech
Offer	Metric	CSE	ECE	CSE	ECE
Full Time CTC	Highest	Rs. 202 Lakhs	Rs. 46.25 Lakhs	Rs. 78 Lakhs	Rs. 36.25 Lakhs
	Average	Rs. 30.78 Lakhs	Rs. 24.7Lakhs	Rs. 24.5 Lakhs	Rs. 27.5 Lakhs
	Median	Rs. 24.94 Lakhs	Rs. 23 Lakhs	Rs. 23 Lakhs	Rs. 33 Lakhs
Internship Stipend	Highest	Rs. 165K	Rs. 85K	Rs. 100K	Rs. 50K
	Average	Rs. 53.1K	Rs. 45K	Rs. 61K	Rs. 41.5K
	Median	Rs. 42.5K	Rs. 42.5K	Rs. 50K	Rs. 40K

IIIT Bangalore PG Placement Statistics 2021-2022

Particulars	Statistics
No. of PG students placed from 2 Years programme	177
No.of PG students placed from 5 Years programme	55
Median Salary offered for PG students from 2 Years programme	Rs. 24.97 Lakhs
Median Salary offered for PG students from 5 Years programme	Rs. 23.42 Lakhs

IIIT Bangalore Top Recruiters

Apple	Amazon	Adobe
IBM	Flipkart	Google
Microsoft	Salesforce	intel

Domain

Engineering and Architecture

Year

2 Years

Statistics for Academic Year 2022

Particulars	Statistics
First year total students intake	180
Total students admitted	179
Total Graduated Students	177
Total Placed Students	177
Placement Percentage	100
Median Salary	24.94 L

IIIT Bangalore Reviews on Infrastructure, Campus, Placement

College Infrastructure

As students are now concentrating on the labs, class rooms, etc., the infrastructure of a college is essential to its development. The college is located 7 km and 15 km, respectively, from the city railway station and Bangalore airport. The college’s infrastructure is first-rate.

Academics

How many systems are there overall on campus. Additionally, you should be aware of the labs’ operating hours and whether or not they are open on holidays and weekends. The PCs should be running the most recent software and have the required licenses so that the kids can use all of the product’s capabilities. The software should promote the students’ extracurricular activities in addition to supporting their academic work. additional tools like wireless internet connectivity and printers.

Placements

The main goal of job placement programmes is to assist students in finding work related to their academic subject of study. These courses, which are frequently directed by faculty members, offer direction, career counselling, and a variety of professional development activities like honing interview skills, creating a curriculum vitae, setting up pre-placement talks, conducting group discussions, and more.

Value for Money

Under the direction of the Department of Public Expenditure and Reform, government departments and agencies perform a systematic evaluation process known as the Value for Money and Policy Review Initiative.

Campus Life

Living away from home, meeting new people, and organizing your own schedule are all novel experiences that come with the first year at college. Determine what to pack, how to handle difficult situations, and how to manage your workload as you get ready for school life.

Others

Colleges give us with numerous amenities and modernized equipment in addition to having well-built infrastructure, which is essential. Our department has a central library that is kept up nicely and has all the most recent editions of books. The living quarters are undoubtedly clean, and the food served is hygienic.

IIIT Bangalore Facilities

There are many well-organized facilities available at the International Institute of Information Technology in Bangalore. For the benefit of the personnel and students on campus, the IIITB provides facilities. Because of its interdisciplinary courses that combine information technology and social sciences and are pursued by students from different academic backgrounds, the institute enjoys a unique position as a premier technological institute. The amenities at IIIT Bangalore include separate housing for boys and girls, a hospital, a gym, sports, a canteen, an auditorium, and numerous other things.

Boys Hostel

There is a boys’ hostel with single and double shared rooms on the IIIT Bangalore campus. There are separate gyms for men and women.

Girls Hostel

The IIITB has a separate girls’ dormitory where students can stay in private rooms and have access to recreational facilities as well as 24 hour security, power backup, and free Wi-Fi. There are separate gyms for women.

Medical/Hospital

The IIITB offers on-campus medical facilities to accommodate all of the student’s medical requirements. There will be medical aid available in the event of any emergency.

Gym

On-campus fitness facilities are provided by the institute. The gym is available to candidates who are interested in staying physically healthy. When they have free time, the pupils can use the gym.

Library

Numerous fields are represented among the thousands of books in the IIIT-B library. In order to reflect the modern world of digital learning, it has also been changed. The library’s website allows students to browse for books, view recent additions, and sign up for free memberships to the ACM Digital Library and JSTOR.

Sports

Sports amenities including indoor and outdoor games are part of the IIIT-B infrastructure. by constructing playgrounds and sporting facilities on-campus for their general growth. In actuality, the campus’ sports area accommodates a range of candidate interests.

T Infrastructure

The college offers pupils a top-notch IT infrastructure. High-speed Internet is provided across IIIT-B’s fully wired campus, and the local intranet creates a “virtual classroom” where all visual materials, such presentation slides used in class by instructors, are made electronically accessible to students via a learning management system. The internet is used to announce and submit all assignments and projects. The intranet also makes it easier for students to share knowledge.

Cafeteria

The IIIT Bangalore campus has a cafeteria where students can choose from a variety of North and South Indian cuisines to consume a balanced diet and nourishing meals. The cafeteria is open to students, employees, and teachers of IIITB.

Auditorium

One of the facilities at IIIT Bangalore is an auditorium where seminars, events, webinars, and other activities are held. Cultural events are planned for the institute’s students at the auditorium.

Alumni Associations

The genuine representatives of IIIT Bangalore are its graduates, who number over 2,500 as of July 2017. They have important positions in significant Indian and foreign corporations and actively mentor current students on campus. Our graduates are dispersed throughout the globe and have accomplished a variety of achievements in research and entrepreneurship.

WiFi

Internet access at high speed is available from the IIITB. The campus has widespread access to WiFi. WiFi is available to faculty and students at the college.

Guest Room/Waiting Room

For visiting staff and students’ families, the institute has guest houses and waiting areas.

Laboratories

The VLSI and information technology fields are the focus of study in the High-Density Electronic Systems and CEEMS laboratories. Modern research tools and equipment are provided in these labs to encourage excellence.

Classrooms

Modern classrooms with a well-structured layout are part of the IIITB facilities. On-campus air conditioning is accessible at the college.

Banks/ATMs

Everyone’s life has been made simpler by the rise of internet banking, especially students. The institute provides ATMs and branches of well-known banks on its campus to make transactions simpler.

Convenience Store

The students gain from the fully stocked and outfitted retail shop. They don’t have to leave campus to buy for all of their necessities.

WhatsApp Group

Telegram Group

Executive Post Graduate Programme in Machine Learning and Artificial Intelligence FAQ’S

What is the salary of PG diploma in Artificial Intelligence?

The average Artificial Intelligence Engineer salary in India is around ₹9 Lakh per annum. Even though AI engineering is still a relatively new career path, early adopters of Artificial Intelligence (AI) with expertise in the industry can charge up to one crore each year.

What is the salary of AI ML engineer?

The average salary for AI/ML Engineer is ₹11,17,127 per year in the India. The average additional cash compensation for a AI/ML Engineer in the India is ₹1,17,127, with a range from ₹50,971 – ₹2,82,500. Salaries estimates are based on 144 salaries submitted anonymously to Glassdoor by AI/ML Engineer employees in India.