IIIT Bangalore PGP In AI & ML

Ranked 74 in the NIRF 2023 Engineering Category

(912 Reviews)
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About IIIT Bangalore PGP In AI & ML

The online Machine Learning and AI program is offered through a completely interactive online learning mode at IIIT Banglore, the duration of the program varies from 8-13 months, IIIT Banglore is one of the most prestigious and globally recognized technical institutions in India. The main objective of the program is to offer a technologically driven updated and revised curriculum as per the latest education policy to equip students latest market trends and situations and develop an in-depth and keen understanding of in-demand Gen AI skills and tools such as ChatGPT, Dall-E, Midjourney, Graph Neural Network (GNN), Generative Adversarial Networks (GANs). Machine Learning, Deep Learning, Natural Language Processing (NLP), MLOps, Computer Vision, Attention, Transformers, BERT, and more.

The online PG program in Machine Learning & AI program at IIIT Banglore includes career guidance, a cutting edge curriculum, industry oriented skills and abilities, 6 Practical Hands-on Capstone Projects, 15+ Case Studies and Assignments, exclusive job opportunities, access to the job ob portal. The program is delivered through a fully fledged online mode for an online Post Graduate Programme in Machine Learning & AI (Executive) of 13 months the institution has recommended 15 hours/per week.

The online program in machine learning and AI offers various top subjects including Machine Learning, Deep Learning, Computer Vision, Natural Language Processing, Transformers, Cloud, and MLOps and after completion of the program, the students are entitled to plenty of job opportunities and various job profiles in multiple industries. The students can opt for Data Engineer, Data Scientist, Machine Learning Engineer, or MLOps Engineer as their career aspect. 

The AI and ML industry is rapidly growing and individual are considering these programs to cope with the industry trends and needs to remain updated with the market needs and enhance their abilities through online AI ML programs for secure jobs and career growth. The program offers its curriculum through top-notch faculty equipped with globally recognized data scientists, AI professionals with deep understanding and knowledge of various subjects like mathematics, and industry expertise relevant tools, skills, languages, and equipped with complex applications and algorithms. 

Online Degree Acceptance

Online degrees earned from a government-approved university, just like a regular degree, are accepted by the top recruiters worldwide including government & private sectors.

Value of Online Degree

Online degrees earned from a government-approved university, just like a regular degree, are accepted by the top recruiters worldwide including government & private sectors.

Quality of Education

Online degrees earned from a government-approved university, just like a regular degree, are accepted by the top recruiters worldwide including government & private sectors.

Specialization Benefits

  • After completion of an online PG program in Machine Learning & AI, the student will receive an advanced certificate from IIIT Banglore.
  • The online Machine Learning & AI certificate program includes 240+ hours of learning whereas the PG program includes 600+ hours of learning.
  • The program offers a 24*7 student support system and they resolve all academic and non-academic queries of students.
  • There are various job opportunities students can opt for after completion of their online program in AI ML which includes Data Engineer, Data Scientist, Machine Learning Engineer, and MLOps Engineer.
  • The alumni status of IIIT Banglore is offered post completion of the online Executive Post Graduate Program in AI ML.

IIIT Bangalore Approved By

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UGC

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AICTE

RANK 74 In Engineering Categorynirf logo

NIRF

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NAAC A+

Who Can Apply?

Candidates willing to enroll in an online PG program in AI ML offered at IIIT Banglore are required to fulfill the below mentioned eligibility criteria of the program set by the university:

  • The candidate must complete a bachelor’s degree with a minimum of 50% aggregate of marks from a valid and recognized university.
  • The applicant must have a minimum of 1 year of professional working experience in a technical domain of specified qualification in mathematics or statistics with programming experience. (for online PG program).
  • A bachelor’s or master’s degree in Computer Science/Engineering/Math/Statistics/ Economics/Science with a minimum of 50% of aggregate marks without work experience. (for online PG certificate program). 

Other Specializations

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IIIT Bangalore Online PG CourseData Science

IIIT Bangalore Online PG Course

Data Science

Right Choice for Right Education

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IIIT Bangalore Online PG CourseFull Stack Development

IIIT Bangalore Online PG Course

Full Stack Development

Right Choice for Right Education

Read More

Specialization Wise Updated Fees 2024

SpecializationFees
Data Science1,80,000 (Full Fee)
AI and Machine Learning1,80,000 (Full Fee)
Full Stack Development1,80,000 (Full Fee)

Sample Certificate from IIIT Bangalore

  • Degree equivalent to a regular on-campus degree
  • Hands-on Learning
  • Globally Recognized Degree
  • Highly experienced faculty
iit bangalore sample certificate

IIIT Bangalore EMI Details

IIIT Bangalore recognizes the financial difficulties that students may face while pursuing an education. The institute provides financial aid to allay these fears, including Equated Monthly Installments (EMI) for fee payments. This service allows students to spread their fee payments over time, making them more reasonable and alleviating the financial load.

IIIT Bangalore Admission Process

The admissions process at the International Institute of Information Technology Bangalore (IIIT Bangalore) is rigorous and demanding. The following outlines the admissions process:

Step 1: Candidates must fulfill the eligibility requirements for the selected program. Educational credentials, minimum marks or grades, and other prerequisites, such as acceptable admission exam results, are often included in these criteria.

Step 2: For management programs (MBA), prospective candidates must take national-level admission tests such as JEE Advanced, GATE, and CAT. The tests assess candidates' aptitude, topic knowledge, and problem-solving ability.

Step 3: Candidates must submit an online application through the IIIT Bangalore admissions portal. Personal information, academic history, entrance exam results, and any other information desired by the institute are all included in the application form.

Step 4: IIIT Bangalore shortlists candidates for subsequent selection stages based on entrance exam results and other specified criteria. Depending on the program and department, shortlisted candidates are often asked for interviews, written examinations, or group discussions.

Step 5: Candidates are chosen based on their total performance in admission examinations, interviews, written tests, and other selection procedures. The institute creates a merit list or cutoff scores to select which individuals are given admission.

Step 6: Successful students are admitted to their respective programs at IIIT Bangalore based on the merit list and the availability of seats.

Step 7: To ensure their admission, candidates must confirm their acceptance by paying the relevant fees within the time-frame indicated.


UGC updated the list of approved ODL & Online programs for the academic batch of 2023-24, Click here to get the list!

Precautions to be taken by the students before enrolling for programs offered under ODL & Online Learning Mode, Click here to know!

A degree obtained through ODL mode is equivalent to a traditional degree, Click here to know!

UGC declares a 100% Fee Refund policy for students within a specified period by universities.Click hereto read the full notice.

IIIT Bangalore PGP In AI & ML Syllabus

View Syllabus

The syllabus of the Online AI ML program offered at IIIT Banglore is provided below:

Stats and EDA (4 Weeks)

  • EDA + Welcome
  • Intro to Git & Github
  • Lending club case study
  • Inferential Stats
  • Hypothesis Testing

Machine Learning - I (7 Weeks)

  • Linear Regression
  • Linear Regression Assignment: Bike sharing company (demand regression)
  • Logistic Regression
  • Naive Bayes
  • Model Selection
  • Revision week - Skill test

Machine Learning - II (9 Weeks)

  • Advanced Regression
  • Advance regression assignment + SVM (Optional)
  • Tree Models
  • Random Forests + Practical Considerations
  • Boosting - 1
  • Unsupervised Clustering
  • PCA
  • Telecom Churn Case Study
  • Buffer - Skill test

Deep Learning (9 Weeks)

  • Introduction to Neural Networks - Part1
  • Introduction to Neural Networks - Part2
  • Convolutional Neural Networks
  • Assignment: Convolutional Neural Networks
  • CNN : Practical Considerations
  • Recurrent Neural Networks
  • Gesture Recognition - Project
  • Exam on Sunday End of the week
  • Revision week - Skill test (DL)

Natural Language Processing (7 Weeks)

  • Lexical Processing
  • Syntactical Processing
  • Syntactic Processing - Assignment
  • Semantic Processing
  • Ticket classification Project
  • Buffer - Skill test (NLP)

ELective : MLOps Elective (17 Weeks)

  • Pre-Requisite Module
  • Introduction to MLops
  • Designing Machine Learning Systems
  • Experimenting with Data and Model using MLflow
  • Automating and Orchestrating piepelines with Airflow
  • Building continuous learning infrastructure
  • MLOps Project
  • Advanced NLP - Introduction to Attention Mechanism
  • Advanced NLP - Introduction to Transformers
  • Advanced CV - Object Detection & Semantic Segmentation
  • MLOps + Deployment: DL (Theory)
  • MLOps + Deployment: DL (Case Study)
  • Exam on Sunday End of the week
  • Revision week - Skill test

Elective : Generative AI Elective (15 Weeks)

  • Advanced NLP - Introduction to Attention Mechanism
  • Advanced NLP - Introduction to Transformers
  • Fundamentals of Generative AI, ChatGPT & Prompt Engineering using Non Reasoning, Chain of Thought & Advanced Techniques
  • Product Development using OpenAI APIs, Fine Tuning using STaR technique in Python
  • Integrating speech using Whisper API and application deployment using Flask
  • Fundamentals of Multimodal LLMS like Stable Diffusion, Mid Journey
  • Fundamentals of Design, Photography & Product Development using Stable Diffusion in Python & Applications of LLMs for Data Science problems like clustering, classification
  • GenAI Project
  • Applications of LLMs to create Embeddings for Large Documents
  • Applications of Vector stores like Pinecone to store and index embeddings of large documents
  • Understand the importance of LangChain and it's applications
  • Initialise the agents, tools and vectorstore for storage and retrieval
  • Connect the components using Chain and explore the power of tools in LangChain
  • Scale and Deploy Generative AI Apps using Azure OpenAI services
  • Future Developments in Generative AI

Capstone (4 Weeks)

  • Capstone

IIIT Bangalore Examination Pattern

The IIIT Bangalore exams assess students' knowledge and abilities in various disciplines. The exams are administered in person and online, with remote proctoring.

Job Roles after ePGP In Data Science - IIIT Bangalore in AI and Machine Learning

Post completion of an online PG program in AI ML from IIIT Bangalore entitles students to a plethora of job opportunities to opt for. Leading business corporations are offering lucrative packages and decent job profiles to trained and skilled candidates. A few major job profiles offered after completion of the program are listed below: 

AI Consultant

AI/ML Engineer

AI Product Manager

Research Scientist

AI Ethics Consultant

Machine Learning Researcher

NLP Specialist

AI Instructor/Trainer

Computer Vision Engineer

Data Scientist

IIIT Bangalore Placement Partners

IIIT Bangalore helps its students get employment. A specialised Placement Cell works with students directly to promote employability and facilitate job placements. The Placement Cell works with students directly to promote employability and provide job placements. Some of the companies that have worked on placements with IIIT Bangalore are mentioned below. 

IIIT Bangalore boasts a 100% placement record, with students engaged by leading businesses across various industries. The institute's extensive industry relationships and alums network helps to bring in renowned recruiters. IIIT Bangalore graduates have worked in consulting, banking and finance, information technology, manufacturing, retail, and other industries.

Our students work at

  • 50%

    Average Salary Hike

  • 300+

    Hiring Partners

  • 3X

    Increase in Interview Opportunities

  • Accenture

    Accenture

  • Amazon

    Amazon

  • American Express

    American Express

  • Deloitte

    Deloitte

  • Ey

    Ey

  • HCL

    HCL

  • Infosys

    Infosys

  • ITC

    ITC

  • KPMG

    KPMG

  • L&T

    L&T

  • Mahindra

    Mahindra

  • Microsoft

    Microsoft

  • Hindustan Unilever Limited

    Hindustan Unilever Limited

Frequently Asked Questions?

Yes, IIIT Banglore offers an online PG program in Artificial Intelligence and Machine Learning. 

The IIIT Bangalore offers online PG and certificate programs in AI and ML and the durations range between 8-13 months.

The fee structure of an online PG program at AI and ML at IIIT Bangalore ranges from INR 1,50,000 to INR 3,35,00.

After completion of an online PG program in Machine Learning & AI, the student will receive an advanced certificate and alumni status of IIIT Banglore. 

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Rushabh Sheth

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Reviewed in India on June 10, 2023

IIM Bangalore provides an unrivalled learning experience. The varied student body, industry experts' guest lectures, and case-based teaching methods have extended my viewpoint and sharpened my problem-solving abilities. The placement assistance and global exposure chances have opened doors to fantastic prospects.

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Dheeraj Kumar

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Reviewed in India on June 10, 2023

IIM Bangalore has been a life-changing experience for me. Faculty members are subject matter experts, and the approach is hands-on and industry-focused. The institute's emphasis on holistic growth and collaborative learning environment have well-equipped me for real-world difficulties.

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Anand Singh

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Reviewed in India on June 10, 2023

IIM Bangalore has completely changed my work path. The tough academic program, industry exposure, and great instructors gave me the skills and knowledge to succeed in business. The active campus life and networking possibilities are a plus.

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Keshav Rathod

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Reviewed in India on November 4, 2022

I have pursued my executive PG programme in Data Science from IIIT Bangalore and the experience has been really good. It is one of my dream colleges and I was able to get into it through the online mode. The faculty was really good and experienced. The LMS was also quite good as it helped with self-paced learning.

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Mayank

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Reviewed in India on November 4, 2022

IIIT Bangalore is one of the best places in India to pursue online technical courses. I have completed my Advanced Certificate Programme in ML & AI from here and I had a really great experience here. The exposure was great as there were regular webinars and interactions with alumnus that are industry experts.

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